General Skills

Miscellaneous utility skills. This page lists all 810 General skills indexed from 86 repositories (updated 2026-10-26). Every skill is free and open source — open one for the install command, or filter the interactive catalog to General.

1. refresh-index luongnv89/asm · score 98/100 (grade A)
   Sync every enabled repo in the curated skill index and open a confirmation-gated PR. Use when refreshing already-indexed sources. Don't use for adding new repos, improving a single skill, or installing skills locally.
2. issue-analysis luongnv89/idd · score 95/100 (grade A)
   Analyze one GitHub issue for root cause, complexity, and risk into .idd/analysis-N.json. Use when you need to analyze or scope issue #N. Don't use for creating issues (/issue-creator), triaging (/issue-triage), or resolving (/issue-resolver).
3. issue-creator luongnv89/idd · score 95/100 (grade A)
   Create structured GitHub issues from text, screenshots, or lists, with acceptance criteria and preserved reporter context. Use for filing bugs/features, batch creation, or template cleanup. Don't use for resolving, triaging, or deep issue analysis.
4. issue-triage luongnv89/idd · score 95/100 (grade A)
   Scan open GitHub issues for dependencies, priority, parallel work, and staleness. Use to prioritize the backlog or pick what to do next. Don't use for one-issue analysis (/issue-analysis), resolving (/issue-resolver), or creating (/issue-creator).
5. diagram-generator luongnv89/skills · score 94/100 (grade A)
   Generate a diagram and route to the right engine — draw.io XML (precise, editable, C4, swimlanes) or Excalidraw JSON (hand-drawn, sketch, wireframes). One entry for flowcharts, architecture, ER, sequence, mind maps. Don't use for Mermaid or slides.
6. hugging-face-jobs sickn33/antigravity-awesome-skills · score 91/100 (grade A)
   Run workloads on Hugging Face Jobs with managed CPUs, GPUs, TPUs, secrets, and Hub persistence.
7. project-memory-log sickn33/antigravity-awesome-skills · score 91/100 (grade A)
   Maintain one operation log and one deduplicated document catalog for long-running projects. Use when resuming project work or tracing durable document changes across sessions.
8. cloudflare-r2 sickn33/antigravity-awesome-skills · score 90/100 (grade A)
   Manage Cloudflare R2 buckets, lifecycle, and signed URLs. Use for low-egress
9. fedora-hyprland-installer sickn33/antigravity-awesome-skills · score 90/100 (grade A)
   Install, configure, verify, repair, update, and uninstall Hyprland on Fedora Linux with GPU-aware detection (NVIDIA/AMD/Intel).
10. ai-audiobook-narration sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Install and use the official AI Audiobook Generator package, pinned by digest, for paid hosted work on the Beatra service.
11. identity-access-management sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Set up and manage SSO, SCIM provisioning, and MFA for startup teams using
12. loki-logging sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Configure Grafana Loki for log aggregation and analysis.
13. riffkit sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Create short videos with Riffkit: Adapt a source formula, Swap approved footage, or generate from an idea. Use for UGC ads and localized video; requires an account and render approval.
14. runbook-creation sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Create operational runbooks and standard operating procedures. Document
15. voice-cloning-studio sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Install and use the official AI Voice Cloning package, pinned by digest, for paid hosted work on the Beatra service.
16. ai-red-teaming sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Run structured AI red team exercises for jailbreak resistance, data exfiltration
17. deprecation-and-migration sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
18. feature-flags sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Implement feature flags for progressive feature rollout using LaunchDarkly,
19. logic-review sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Find logic bugs in a single file or function via semi-formal execution tracing (Premises → Trace → Divergence → Trigger → Remedy).
20. new-relic sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Configure New Relic observability platform for infrastructure and application
21. openclaw-local-mac-mini sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Set up OpenClaw locally and run it reliably on a Mac mini for private,
22. what-could-break sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Find what a change breaks outside its own diff, then prove the one fact that makes it safe by running real code. Use before any multi-file edit or an edit to a shared path.
23. ai-headshot-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Headshot Generator package, pinned by digest, for paid hosted work on the Beatra service.
24. ai-image-generation-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Image Generator package, pinned by digest, for paid hosted work on the Beatra service.
25. ai-image-realism sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Image Realism package, pinned by digest, for paid hosted work on the Beatra service.
26. ai-multilingual-dubbing sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Multilingual Voiceover package, pinned by digest, for paid hosted work on the Beatra service.
27. ai-podcast-voiceover sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Podcast Voiceover package, pinned by digest, for paid hosted work on the Beatra service.
28. ai-storyboard-generator sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Storyboard Generator package, pinned by digest, for paid hosted work on the Beatra service.
29. beatra sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Media Generator package, pinned by digest, for paid hosted work on the Beatra service.
30. beatra-ai-video-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Beatra AI Video Studio package, pinned by digest, for paid text-to-video, image-to-video, and video edit or extend jobs on the hosted Beatra service.
31. cockney sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Cheeky Cockney coding mode: terse replies, the smallest correct change, plain English for anything risky.
32. cowork-to-code-bridge sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Use an already-installed, independently verified cowork-to-code bridge to run narrowly approved actions on the user's own macOS, Linux, or WSL2 machine through a local file queue.
33. ecommerce-listing-image-set sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Ecommerce Product Images package, pinned by digest, for paid hosted work on the Beatra service.
34. hashicorp-vault sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Manage secrets and PKI with HashiCorp Vault.
35. music-generation-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Music Generator package, pinned by digest, for paid hosted work on the Beatra service.
36. product-photo-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Product Photography package, pinned by digest, for paid hosted work on the Beatra service.
37. suno-lyrics-to-song sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Lyrics to Song package, pinned by digest, for paid hosted work on the Beatra service.
38. supply-chain-attack-response sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Detect, respond to, and prevent software supply chain attacks on package
39. talking-avatar-video sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Talking Avatar Video package, pinned by digest, for paid hosted work on the Beatra service.
40. viral-video-teardown-remake sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Viral Video Remake package, pinned by digest, for paid hosted work on the Beatra service.
41. voiceover-narration-studio sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official AI Voiceover Generator package, pinned by digest, for paid hosted work on the Beatra service.
42. zhongcao-cover-maker sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and use the official Xiaohongshu Cover Maker package, pinned by digest, for paid hosted work on the Beatra service.
43. ai-inference-service-mesh sickn33/antigravity-awesome-skills · score 86/100 (grade B)
    Use verified service mesh patterns for AI inference traffic management, mTLS,
44. devcontainers-nix sickn33/antigravity-awesome-skills · score 86/100 (grade B)
    Create reproducible development environments with Dev Containers, Nix
45. complexity-cuts sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Lower Big-O on existing code via a one-transformation-at-a-time playbook with verify-revert-stop. For new code use lemmaly; for math-level wins escalate to mathguard.
46. datadog sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Implement Datadog monitoring and APM for infrastructure and applications.
47. gh-attach sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Upload and download GitHub user-attachments (screenshots, PDFs, zips, videos) from the terminal; use when asked to attach or embed a file in a PR, issue, or comment, or download an attachment URL.
48. github-bug-report-triage warpdotdev/oz-skills · score 85/100 (grade B)
    Triage GitHub bug reports for actionability. Use when evaluating whether a bug issue has sufficient detail and identifying missing information from the reporter.
49. mdm-device-management sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Manage and secure company devices with MDM solutions
50. object-storage sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Configure object storage with S3, GCS, and MinIO. Implement lifecycle
51. technical-tutorials sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    When the user wants to create step-by-step technical tutorials, quickstarts, or code walkthroughs. Trigger phrases include "tutorial," "quickstart," "getting started guide," "walkthrough," "step by step," "how to guide," "hands-on guide," or "code tutorial.
52. aident-loadout sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Run multi-step work across apps the user connected in Aident Loadout: live action schemas, connection checks, cost preflight, and approval before side effects.
53. delegate-setup sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Configure approved delegation lanes across installed implementer CLIs,
54. doubt-driven-development sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Subjects every non-trivial decision to a fresh-context adversarial review before it stands.
55. find-matching-tenders sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Find open AU/NZ government tenders matching what a company does, ranked by fit with why and gap analysis. Use when the user asks to find tenders, bid opportunities, government contracts, or RFPs for their business (or a client's).
56. gcp-secret-manager sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Secure secrets in Google Cloud Secret Manager. Configure IAM policies,
57. lanshu-create-ai-presenter-video sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Turn a topic or script into a publish-ready explainer video, led by an AI presenter or performed in one of twelve styled explainer looks.
58. learn sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill, review, study, or be tutored on something.
59. m365-entra-attack sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Microsoft 365 / Entra ID red-team attack chain
60. observability-and-instrumentation sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works.
61. oneroster-csv-validator sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Validates 1EdTech / IMS Global OneRoster v1.1 and v1.2 CSV roster sets: manifest integrity, bulk vs delta strictness, foreign key references, and encoding sanitization. Trigger phrases: oneroster csv validator, validate oneroster zip, clever roster error, oneroster sourcedid.
62. opentelemetry sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Instrument applications and infrastructure with OpenTelemetry for unified
63. osint-methodology sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Comprehensive OSINT methodology for external red-team operations and
64. podman sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Manage containers using Podman, the daemonless container engine.
65. resemble-detect github/awesome-copilot · score 84/100 (grade B)
    Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI
66. vpn-setup sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Configure WireGuard, OpenVPN, and cloud VPNs. Implement secure remote
67. aws-sst-development sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework.
68. check-identity-pack sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Run an AFP 100-point or AUSTRAC safe-harbour identity check over a set of documents, and report exactly what's missing. Use when the user asks to check identity documents, verify someone's ID for onboarding, or assess whether a document pack satisfies Australian identity requirements.
69. cron-doctor sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Diagnose and validate cron expressions before they ship. Catches the five silent death-traps: impossible dates that never fire, OR-semantics that fire too often, midnight spikes, uneven step drift, and leap-year February 29.
70. deepspot-m K-Dense-AI/claude-scientific-skills · score 83/100 (grade B)
    Generates transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Used for predicted log1p-CPM expression from 224x224 tiles at about 20x, querying the released protein-coding gene panel by symbol, and whole-slide prediction after resolution-aware tiling with histolab.
71. fact-check-x-complete sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.
72. geminiignore-finops sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Configure and optimize .geminiignore files for AI context window efficiency and token cost reduction (FinOps).
73. hunt-brute-force sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Hunt Missing/Weak Rate Limiting
74. mid-engagement-ir-detection sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Methodology for detecting client SOC patches, attacker activity, and
75. youtube-transcript sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Fetch YouTube transcripts through DeepAPI or local fallback tooling and save clean text output.
76. apify-linkedin-jobs-scraper sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Search and export LinkedIn job postings with salary, seniority, recruiter and company fields using the harshmaur/linkedin-jobs-scraper Apify Actor. No LinkedIn login.
77. apify-youtube-transcript-scraper sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Get YouTube captions, timestamped quotations, SRT/VTT and translated transcripts for videos, channels and playlists through the harshmaur/youtube-transcript-scraper Apify Actor.
78. arcmira-find-quotes sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Search indexed YouTube and podcast transcripts for quotes, speakers and clip boundaries with timestamped source links using Arcmira.
79. aws-iam sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Manage IAM users, roles, and policies. Implement least-privilege access
80. bb-methodology sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Use at the START of any bug bounty hunting session, when switching targets,
81. brendangregg-use-tsa sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Methodical performance troubleshooting and root-cause analysis with Brendan Gregg's USE and TSA methods, plus evidence-backed RCA and postmortem reports.
82. chatexport-need-miner sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Mines offline Telegram Desktop chat exports (result.json) for unmet market needs and product opportunities using chunked streaming and verbatim quote grounding. Trigger phrases: mine chat export, telegram result.json, find unmet needs, analyze telegram chat.
83. cloud-iam-deep sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Cloud IAM red-team attack chain across AWS, Azure, GCP
84. dependency-analysis sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Analyze internal and package dependencies using Ontoly graph traversal.
85. dns-management sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Configure DNS zones and records. Manage Route53, Cloud DNS, and self-hosted
86. ebpf-observability sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Use eBPF for deep kernel-level observability — trace syscalls, network
87. geo-llmstxt sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Analyzes and generates llms.txt files -- a proposed convention for helping
88. hasdata sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Use HasData APIs for web scraping and structured web data extraction.
89. invariant-guard sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Correctness-first: forces writing the function contract, loop invariant, termination argument, and edge cases BEFORE code. Catches Boyer-Moore, leftmost binary search, QuickSelect traps.
90. lemmaly sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Algorithm-first discipline: state Big-O, data structure, and algorithm family BEFORE writing loops, queries, or recursion. Catches O(n^2), N+1, and brute-force defaults.
91. longbridge sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Guide to using a separately installed Longbridge integration — real-time quotes, charts, fundamentals, portfolio analysis, options, and more for HK/US/A-share/SG markets. Trilingual: Simplified Chinese, Traditional Chinese, English.
92. pymatgen K-Dense-AI/claude-scientific-skills · score 82/100 (grade B)
    Analyzes, validates, converts, and transforms materials structures and computed materials data with pymatgen. Use for local phase diagrams, symmetry sensitivity, electronic-structure I/O, and bounded Materials Project queries.
93. review-response-generator sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Review Response Generator. Use when working with review text and verified business context.
94. search-preview-simulator sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Search Preview Simulator. Use when working with title, description and page URL.
95. startup-it-troubleshooting sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Practical IT troubleshooting playbooks for small teams without dedicated
96. systemd-services sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Create and manage systemd services and timers. Configure service dependencies
97. workorai sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    WorkorAI talent-marketplace skill: candidates search jobs and manage applications; employers run the job lifecycle and get ranked candidate matches with white-box fit explanations.
98. youtube-notetaker sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Turn YouTube talks into local study notes with slides, transcripts, editable annotations, and a markdown-backed viewer.
99. apify-ecommerce sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.
100. arboreto K-Dense-AI/claude-scientific-skills · score 81/100 (grade B)
     Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. Use for transcription factor-target association ranking, compatible Dask execution, sparse expression inputs, and network stability checks.
101. azure-keyvault sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Manage secrets and certificates in Azure Key Vault. Configure access
102. comprehensive-review-full-review sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Use when working with comprehensive review full review
103. developer-onboarding sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Get developers to \"Hello World\" fast with optimized quickstarts, tutorials, and sample apps.
104. diagram-generator sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Generate, refine, validate, and render diagrams from natural language, notes, code, schemas, or existing diagram sources: flowcharts, swimlanes, attack-path graphs, data-flow diagrams, architecture, and state machines.
105. eol-resistor-calculator sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Calculates and validates end-of-line (EOL, SEOL, DEOL, TEOL) resistor loops for intrusion alarm panels (Honeywell, DSC, Paradox, Bosch) with wire gauge drop and state tables. Trigger phrases: eol resistor, deol wiring, alarm zone resistor, calculate end of line, double eol tamper.
106. firewall-config sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Configure iptables, nftables, and cloud firewalls. Implement network
107. gcp-compute sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Manage Compute Engine instances and instance templates. Configure managed
108. gcp-networking sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Configure VPCs, firewall rules, and Cloud NAT. Implement shared VPC and
109. gdpr-compliance sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Implement GDPR data protection requirements. Configure consent management,
110. grafana-dashboards sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Create and manage production-ready Grafana dashboards for comprehensive system observability.
111. hunt-saml sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Hunt SAML / SSO attacks.
112. keyword-density-checker sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Keyword Density Checker. Use when working with text and target word or phrase.
113. load-balancing sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Configure load balancers and traffic distribution. Implement health checks
114. logic-diff sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Compare two code versions for semantic equivalence via semi-formal tracing of both versions side-by-side.
115. lookdev sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.
116. molfeat K-Dense-AI/claude-scientific-skills · score 81/100 (grade B)
     Featurizes small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML. Covers ECFP/MACCS fingerprints, RDKit descriptors, pharmacophores, pretrained embeddings, configuration persistence, and molecule-to-label alignment.
117. performance-tuning sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Optimize Linux system performance. Configure kernel parameters, analyze
118. perq sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Find verified free AI credits, free tiers, startup programs and student perks for AI APIs, GPUs and dev tools, each with the vendor's source link and a last-verified date.
119. report-writing sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Bug bounty report writing for H1/Bugcrowd/Intigriti/Immunefi
120. unsloth-finetuning sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Fine-tune and post-train LLMs with Unsloth Core on a single consumer GPU: VRAM sizing, LoRA/QLoRA, GRPO/DPO, chat-template correctness, and GGUF export.
121. wiki-yylo sickn33/antigravity-awesome-skills · score 81/100 (grade B)
     Use YYLO Ledger wiki Records as durable project knowledge. Search before
122. access-review sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Conduct periodic access reviews and certifications. Implement access
123. alerting-oncall sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Set up alerting rules, configure on-call rotations, and manage incident
124. aws-secrets-manager sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Store and rotate secrets in AWS Secrets Manager.
125. azure-servicebus-dotnet sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.
126. bounce-rate-estimator sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Bounce Rate Estimator. Use when working with sessions and bounced sessions, or sessions and engaged sessions with metric definition.
127. change-management sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Implement change management processes. Configure CAB reviews, change
128. clarity-gate sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
129. competitor-keyword-overlap-checker sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Competitor Keyword Overlap Checker. Use when working with two labeled keyword sets.
130. diffdock K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
     Predicts protein-small-molecule binding poses with DiffDock and DiffDock-L from PDB or sequence plus SMILES/SDF/MOL2. Covers batch docking, pose triage, confidence interpretation, and validation. Use for molecular docking and virtual-screening pose generation, not binding-affinity prediction.
131. eas-update-insights sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Check the health of published EAS Updates: crash rates, install/launch counts, unique users, payload size, and the split between embedded and OTA users per channel.
132. fedramp-compliance sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Implement FedRAMP requirements for federal cloud services. Configure
133. hunt-http-smuggling sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Hunt HTTP request smuggling (CL.TE, TE.CL, H2.CL, H2.TE).
134. hunt-lfi sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Hunt Local File Inclusion (LFI), Remote File Inclusion (RFI), and Path
135. hunt-mfa-bypass sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Hunt MFA / 2FA bypass
136. hunt-ntlm-info sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Hunt NTLM/Negotiate information disclosure on internet-reachable IIS/SharePoint/Exchange.
137. impression-to-click-ratio-calculator sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Impression-to-Click Ratio Calculator. Use when working with clicks and impressions for the same scope.
138. logic-locate sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing.
139. onboarding sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value.
140. plantuml-ascii github/awesome-copilot · score 80/100 (grade B)
     Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art diagram. Supports: Converting PlantUML diagrams to ASCII art, Creating sequence diagrams, class diagrams, flowcharts in ASCII format, Generating Unicode-enhanced ASCII art with -utxt flag
141. policy-as-code sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Implement policy as code with OPA, Sentinel, and Kyverno. Automate policy
142. pricing sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     When the user wants help with pricing decisions, packaging, or monetization strategy.
143. rag-observability-evals sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Monitor and evaluate RAG systems with retrieval quality metrics, groundedness
144. ranking-progress-tracker sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Ranking Progress Tracker. Use when working with dated keyword positions with engine, market and device.
145. runaway-guard sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Cost-safety discipline for paid AI / inference APIs: treat $-cost as a third complexity dimension alongside time and space. Forces a written per-run $-cap, per-day $-cap, max-iterations bound, concurrency limit, and a matching provider-dashboard hard cap BEFORE any call site is written.
146. service-mesh sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Implement Istio and Linkerd service meshes. Configure mTLS, traffic management,
147. story-bible-continuity sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Deterministic continuity check for long manuscripts against a story bible: name drift, age arithmetic, era anachronisms, unpaid foreshadowing, POV leaks. Use for continuity checks on novels or serials.
148. teach sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Teach the user a new skill or concept, within this workspace.
149. title-meta-length-counter sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Title & Meta Length Counter. Use when working with title and/or meta description.
150. traffic-potential-calculator sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Traffic Potential Calculator. Use when working with search volume and explicit CTR assumptions for matching period and market.
151. upgrading-expo sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Guidelines for upgrading Expo SDK versions and fixing dependency issues
152. user-management sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Manage users, groups, and permissions on Linux systems. Configure sudo
153. writing-great-skills sickn33/antigravity-awesome-skills · score 80/100 (grade B)
     Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.
154. ai-keyword-explainer sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     AI Keyword Explainer. Use when working with keyword or phrase.
155. ai-schema-markup-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Schema Markup Generator. Use when working with entity type or page facts and canonical page URL.
156. ai-snippet-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     AI Snippet Generator. Use when working with question and supporting source text.
157. anchor-text-analyzer sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Anchor Text Analyzer. Use when working with links with anchor text and destinations.
158. aws-s3 sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Configure S3 buckets, policies, and lifecycle rules. Implement versioning,
159. azure-eventgrid-dotnet sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.
160. azure-mgmt-fabric-dotnet sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Azure Resource Manager SDK for Fabric in .NET.
161. azure-resource-health-diagnose github/awesome-copilot · score 79/100 (grade C)
     Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
162. azure-vms sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Manage Azure Virtual Machines and scale sets. Configure availability
163. backlink-idea-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Backlink Idea Generator. Use when working with site topic and target audience.
164. backlink-tracking-template-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Backlink Tracking Template Generator. Use when working with tracking goal; existing rows optional.
165. business-continuity sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Develop business continuity plans and impact analysis. Implement BCP
166. cellxgene-census K-Dense-AI/claude-scientific-skills · score 79/100 (grade C)
     Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.
167. codebase-cleanup-tech-debt sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Identify technical debt from actual code and change history, estimate its impact, and prioritize bounded improvements with explicit assumptions.
168. codebase-onboarding sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Onboard a developer to a repository using Ontoly graph summaries. Use
169. competitor-backlink-idea-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Competitor Backlink Idea Generator. Use when working with your niche and competitor backlink examples or export.
170. competitor-gap-analyzer sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Competitor Gap Analyzer. Use when working with your offering and at least one competitor profile.
171. competitor-summary-report-creator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Competitor Summary Report Creator. Use when working with competitor names or URLs and evidence to summarize.
172. cto-advisor alirezarezvani/claude-skills · score 79/100 (grade C)
     Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
173. diary sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Unified Diary System: A context-preserving automated logger for multi-project development.
174. domain-comparison-report-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Domain Comparison Report Tool. Use when working with two or more domains with dated comparable metrics.
175. extract-document-data sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Extract structured, grounded fields from documents — values cite their page, missing values abstain instead of hallucinating. Use for parsing invoices, payslips, statements, contracts.
176. faq-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     FAQ Generator. Use when working with actual questions plus answer facts.
177. featured-tool-schema-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Featured Tool Schema Generator. Use when working with tool page URL and visible tool capabilities.
178. geo-keyword-expansion-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Geo Keyword Expansion Tool. Use when working with seed keyword and target locations.
179. gmb-optimization-helper sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     GMB Optimization Helper. Use when working with Google Business Profile details or business facts.
180. gtm-enterprise-onboarding github/awesome-copilot · score 79/100 (grade C)
     Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption cliff that kills deals post-go-live. Includes the Week 4 ghosting pattern.
181. hreflang-tag-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Hreflang Tag Generator. Use when working with equivalent page URLs mapped to language and optional region.
182. huggingface-zerogpu sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU.
183. hunt-captcha-bypass sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Hunt CAPTCHA Bypass
184. hunt-cloud-misconfig sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Hunt cloud / infrastructure misconfigurations.
185. hybrid-cloud-networking sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute.
186. image-alt-tag-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Image Alt Tag Generator. Use when working with image or accurate image description and page context.
187. ingest-youtube sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Pull a YouTube video transcript into a queryable markdown vault with yt-dlp subtitle discovery, VTT cleanup, metadata frontmatter, and capture-seed stubs.
188. internal-link-suggestion-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Internal Link Suggestion Tool. Use when working with source text and available destination pages.
189. internal-linking-planner sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Internal Linking Planner. Use when working with site page inventory and priority user journeys.
190. keyword-clustering-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Clustering Tool. Use when working with keyword list.
191. keyword-comparison-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Comparison Tool. Use when working with two or more keywords and optional metrics.
192. keyword-difficulty-estimator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Difficulty Estimator. Use when working with keyword plus supplied SERP or competitor evidence.
193. keyword-expansion-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Expansion Tool. Use when working with seed terms and optional industry.
194. keyword-gap-finder sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Gap Finder. Use when working with your keyword set and competitor keyword sets.
195. keyword-placement-highlighter sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Placement Highlighter. Use when working with text and target keywords.
196. keyword-share-estimator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Share Estimator. Use when working with comparable visibility values for your domain and selected competitors.
197. keyword-suggestion-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Keyword Suggestion Tool. Use when working with seed topic.
198. link-relevance-evaluator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Link Relevance Evaluator. Use when working with source page context and destination page context.
199. link-source-categorizer sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Link Source Categorizer. Use when working with backlink rows with source URLs and optional page context.
200. link-toxicity-checker sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Link Toxicity Checker. Use when working with backlink examples and available evidence.
201. local-citation-finder sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Local Citation Finder. Use when working with business category and service location.
202. local-keyword-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Local Keyword Generator. Use when working with service or product and actual target location.
203. long-tail-keyword-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Long-Tail Keyword Generator. Use when working with seed topic and optional audience or use case.
204. maintain-codex-wiki sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Maintain a review-first engineering wiki with provenance, citation-aware queries, explicit capture and promotion, and deterministic checks.
205. nap-consistency-checker sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     NAP Consistency Checker. Use when working with canonical business name, address and phone plus listing records.
206. nexrad-mosaic-access sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Access official NOAA/NCEP MRMS radar and multisensor composites for a region and time; validate product, grid, domain, quality, timestamp, and provenance.
207. notion-manual-import sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Notion Manual Import: the Notion step for any module - CSV, property mapping, import steps and verification for the field list the active module confirmed. Use whenever the user picks Notion.
208. og-tag-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     OG Tag Generator. Use when working with page URL, title, description and optional public image URL.
209. outreach-email-template-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Outreach Email Template Generator. Use when working with recipient context, outreach purpose and genuine offer.
210. page-speed-score-simulator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Page Speed Score Simulator. Use when working with performance report or explicit hypothetical performance inputs.
211. product-description-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Product Description Generator. Use when working with verified product features and intended buyer.
212. puzzle-activity-planner sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links
213. ranking-opportunity-finder sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Ranking Opportunity Finder. Use when working with query/page performance export or dated ranking evidence.
214. readability-score-calculator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Readability Score Calculator. Use when working with text and language.
215. redirect-checker sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Redirect Checker. Use when working with URL or recorded response chain.
216. reverse-image-search sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Reverse Image Search. Use when working with image or public image URL.
217. review-animations sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Use when reviewing animation and motion code against a strict craft, performance, accessibility, and interaction-quality bar.
218. site-comparison-report-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Site Comparison Report Generator. Use when working with two or more sites and the user's comparison goal.
219. sitemap-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     XML Sitemap Generator. Use when working with canonical public page URLs and optional real modification dates.
220. story-lifecycle affaan-m/ECC · score 79/100 (grade C)
     Manage a file-based epic → story → sprint development loop without requiring an external project management tool. Creates and tracks epics, breaks them into user stories, assigns them to sprints, and drives implementation story by story. Use when starting a new feature initiative or when the team has no Jira/Linear/Taiga but needs structured delivery tracking.
221. story-lifecycle affaan-m/everything-claude-code · score 79/100 (grade C)
     Manage a file-based epic → story → sprint development loop without requiring an external project management tool. Creates and tracks epics, breaks them into user stories, assigns them to sprints, and drives implementation story by story. Use when starting a new feature initiative or when the team has no Jira/Linear/Taiga but needs structured delivery tracking.
222. structured-data-validator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Structured Data Validator. Use when working with JSON-LD, Microdata or RDFa source.
223. text-translator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Text Translator. Use when working with source text and target language or locale.
224. url-slug-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     URL Slug Generator. Use when working with page title and optional language or URL policy.
225. video-router sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Route a video-production brief to generation, deterministic composition, supplied-footage editing, or an automatic cross-modal plan before production begins.
226. visibility-index-calculator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Visibility Index Calculator. Use when working with keyword weights and rank-to-CTR mapping with rankings.
227. wellally-tech sickn33/antigravity-awesome-skills · score 79/100 (grade C)
     Integrate multiple digital health data sources, connect to [WellAlly.tech](https://www.wellally.tech/) knowledge base, providing data import and knowledge reference for personal health management systems.
228. agile-product-owner alirezarezvani/claude-skills · score 78/100 (grade C)
     Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.
229. aws-cost-optimize github/awesome-copilot · score 78/100 (grade C)
     Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.
230. az-cost-optimize github/awesome-copilot · score 78/100 (grade C)
     Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
231. azure-ai-voicelive-java sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.
232. bash-linux sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
233. buddy-program-manager sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Buddy programme register: new hire, assigned buddy, department, start and end dates, check-ins planned and done, and feedback score. Use for onboarding buddy schemes.
234. c-pro sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Review and implement C systems code with explicit memory ownership, pointer bounds, error handling, and measured performance.
235. capacity-workload-planner sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Weekly capacity and workload register: available and allocated hours, utilisation percentage, over-allocation check and leave days. Use for resource planning.
236. code-tour affaan-m/ECC · score 78/100 (grade C)
     Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests. Use when the user asks for a code tour, onboarding walkthrough, PR tour, or an explanation of how a subsystem works.
237. code-tour affaan-m/everything-claude-code · score 78/100 (grade C)
     Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests. Use when the user asks for a code tour, onboarding walkthrough, PR tour, or an explanation of how a subsystem works.
238. cost-optimization sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.
239. disaster-recovery sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Implement disaster recovery strategies and runbooks. Configure RPO/RTO
240. footval-value-and-compare-players sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Explain what a footballer is worth with FootVal: its own transfer value next to the market value, the factors behind the gap, and comparisons of two to four players.
241. fxmacrodata sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Query FXMacroData for official-source macro indicators, release calendars, central-bank policy rates, FX rates and CFTC positioning across 22 currencies.
242. hunt-ldap sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Hunt LDAP Injection and XPath Injection
243. ii-commons sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs.
244. incident-management sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Implement incident management processes and escalation procedures. Configure
245. incident-runbook-templates sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Adaptable templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication.
246. internal-communication sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Internal communication log: title, type, date, department, host and attendees, agenda, action items, follow-up date, meeting link and delivery status. Use for internal comms tracking.
247. marlin-bed-leveling sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Calibrates Marlin 2.x 3D printer firmware bed leveling: Unified Bed Leveling (UBL), Bilinear ABL, M420 S1 post-homing, Z-probe offsets, G26 mesh prints, and EEPROM slots. Trigger phrases: marlin bed leveling, ubl calibration, m420 s1, z probe offset, g29 bed level, first layer adhesion.
248. mathguard sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Math-heavy escalation for n >= 10^6 — Bloom, HyperLogLog, Count-Min, MinHash/LSH, FFT, JL projection, sweep line. Use when classical O(n log n) is the floor and approximate or math wins.
249. photopea-embedded-editor sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Embed Photopea in web apps using photopea.js. Covers embedding, file I/O, scripting, exporting, layers, text, filters, and selected Photoshop-like scripting patterns.
250. poka-yoke sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Mistake-proof code, config and process: make the wrong action impossible or self-announcing rather than documented.
251. radar-satellite-analysis sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Interpret weather radar and satellite observations by validating product metadata and geometry, deriving storm and cloud structures, tracking evolution, and quantifying uncertainty.
252. rules-distill affaan-m/ECC · score 78/100 (grade C)
     Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files. Use when the same principle keeps recurring across skills and belongs in a rule file instead.
253. rules-distill affaan-m/everything-claude-code · score 78/100 (grade C)
     Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files. Use when the same principle keeps recurring across skills and belongs in a rule file instead.
254. scikit-bio K-Dense-AI/claude-scientific-skills · score 78/100 (grade C)
     Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.
255. second-deposit-igaming sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Explore local casino deposit exports with heuristic signals and descriptive comparisons. Sensitive player data; contact lists and country-rule use require separate operator verification.
256. source-document-filing sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Source document register: document type and number, party, amount, index key, storage location, retention period and verification. Use for document filing.
257. to-prd sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
258. triage-validation sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Finding validation before writing any report
259. warehouse sickn33/antigravity-awesome-skills · score 78/100 (grade C)
     Plan and review read-only data warehouse analysis with explicit scope, privacy, provenance, and validation checks.
260. apify-ultimate-scraper sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Select a candidate Apify Actor for the requested extraction after checking its current schema, provenance, pricing and limits. The Actor table is a historical shortlist, not a verified availability or best-choice guarantee.
261. aws-cost-cleanup sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Automated cleanup of unused AWS resources to reduce costs
262. azure-mgmt-applicationinsights-dotnet sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.
263. azure-monitor-ingestion-java sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).
264. azure-resource-manager-cosmosdb-dotnet sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Azure Resource Manager SDK for Cosmos DB in .NET.
265. binary-analysis-patterns sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.
266. block-storage sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Manage block storage volumes and LVM. Configure cloud block storage and
267. data-storytelling sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Transform raw data into compelling narratives that drive decisions and inspire action.
268. deslop-shared-libs garrytan/gstack · score 77/100 (grade C)
     Find worthwhile shared-code extractions in recent work. (gstack)
269. dhdna-profiler K-Dense-AI/claude-scientific-skills · score 77/100 (grade C)
     Applies the DHDNA framework as an exploratory rubric for reasoning and writing patterns in supplied text. Used for explicit requests for DHDNA, cognitive-style reflection, a thinking-pattern profile, or comparisons of textual reasoning. Scores describe evidence in the sample, not validated psychological traits or personal identity.
270. evidence-hygiene sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Evidence-capture and PoC-redaction discipline for bug-bounty submissions
271. faf-wizard sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.
272. favicon sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Generate favicons from a source image
273. github-copilot-starter github/awesome-copilot · score 77/100 (grade C)
     Set up complete GitHub Copilot configuration for a new project based on technology stack
274. hr-pro sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.
275. hunt-deserialization sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Hunt Insecure Deserialization
276. hunt-host-header sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Hunt Host Header Injection
277. keyword-intent-identifier sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Keyword Intent Identifier. Use when working with keyword or query list.
278. makepad-animation sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     CRITICAL: Use for Makepad animation system. Triggers on: makepad animation, makepad animator, makepad hover, makepad state, makepad transition, "from: { all: Forward", makepad pressed, makepad 动画, makepad 状态, makepad 过渡, makepad 悬停效果
279. makepad-splash sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     CRITICAL: Use for Makepad Splash scripting language. Triggers on: splash language, makepad script, makepad scripting, script!, cx.eval, makepad dynamic, makepad AI, splash 语言, makepad 脚本
280. market-sizing-analysis sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.
281. meeting-distiller-pro sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Transform messy meeting notes and transcripts into structured action
282. mermaid-expert sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.
283. minimax-music-playlist MiniMax-AI/skills · score 77/100 (grade C)
     Generate personalized music playlists by analyzing the user's music taste and generation feedback history. Triggers on any request involving playlist generation, music taste profiling, or personalized music recommendations. Supports multilingual triggers — match equivalent phrases in any language.
284. movie-coupon sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Fetch movie ticket coupons from platforms like Taopiaopiao and Maoyan. Returns coupon links and QR code images for users to redeem via WeChat.
285. new-rails-project sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Create a new Rails project
286. observability-monitoring-monitor-setup sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Set up metrics, distributed tracing, log aggregation, and dashboards for application and infrastructure monitoring.
287. policy-acknowledgement sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Policy acknowledgement register: employee, policy and version, sent and due dates, acknowledged date and flag, days overdue, reminder sent and status. Use for policy sign-off tracking.
288. qiime2-amplicon K-Dense-AI/claude-scientific-skills · score 77/100 (grade C)
     Processes paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orientation diagnostics, predicted post-trimming overlap, sample IDs, runtime versions and read retention, and guides selection of compatible taxonomic classifiers.
289. readability-enhancer sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Readability Enhancer. Use when working with text and optional reader level.
290. recognition-rewards sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Recognition register: employee, reward type, category, visibility, message and points awarded. Use for employee recognition programs.
291. robots-txt-creator sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Robots.txt Creator. Use when working with site origin and desired crawl rules.
292. sales-accounting sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Sales register: customer, invoice, gross amount, discount, VAT and TDS, net receivable, credit terms and balance. Use for sales accounting.
293. shader-programming-glsl sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
294. skill-router sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.
295. slo-implementation sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.
296. soroban-storage-ttl-lifecycle sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Soroban ledger state rent and TTL extension register: live state tracking, bump thresholds, rent fee reserves, and archive boundaries.
297. stellar-multisig-threshold-coordinator sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Multi-signature signer and threshold coordination register: weight configurations, master key locks, and cosigner quorum thresholds for Stellar.
298. tiledbvcf K-Dense-AI/claude-scientific-skills · score 77/100 (grade C)
     Stores and retrieves genomic variant calls with TileDB-VCF. Use for indexed single-sample VCF/BCF ingestion, incremental cohorts, region and sample queries, streaming results, allele statistics, QC, and VCF/BCF export locally or through TileDB Cloud.
299. vector-index-tuning sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
300. verification-before-completion sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Claiming work is complete without verification is dishonesty, not efficiency. Use when ANY variation of success/completion claims, ANY expression of satisfaction, or ANY positive statement about work state.
301. weather-data-lifecycle-management sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Manage ownership, retention, and cleanup of downloaded weather data across one-shot jobs, interactive viewers, caches, failures, and cancellation.
302. youtube-summarizer sickn33/antigravity-awesome-skills · score 77/100 (grade C)
     Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks
303. azure-ai-projects-java sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
304. azure-communication-sms-java sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
305. azure-mgmt-arizeaiobservabilityeval-dotnet sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).
306. azure-mgmt-botservice-dotnet sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings.
307. bio-pileup-generation GPTomics/bioSkills · score 76/100 (grade C)
     Generate pileup data for variant calling using samtools mpileup and pysam. Use when preparing data for variant calling, analyzing per-position read data, or calculating allele frequencies.
308. business-email-template sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Business email template register: trigger, sender and recipient type, subject pattern, body structure, personalisation tokens and send checks. Use for repeatable outbound email.
309. conductor-validator sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Validates Conductor project artifacts for completeness,
310. error-detective sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.
311. filesystem-context sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading.
312. footval-stats-and-transfer-news sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Football season leaderboards and transfer news from FootVal: top scorers, assists, minutes and appearances per competition, plus confirmed transfers and rumours with reliability.
313. fp-either-ref sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Quick reference for Either type. Use when user needs error handling, validation, or operations that can fail with typed errors.
314. geo-compare sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Monthly delta tracking and progress reporting for GEO clients.
315. hunt-clickjacking sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Hunt Clickjacking
316. hunt-file-upload sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Hunt file upload bugs
317. hunt-nosqli sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Hunt NoSQL Injection
318. incident-response-incident-response sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Use when working with incident response incident response
319. iterate-pr sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
320. ma-playbook alirezarezvani/claude-skills · score 76/100 (grade C)
     M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.
321. makepad-event-action sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     CRITICAL: Use for Makepad event and action handling. Triggers on: makepad event, makepad action, Event enum, ActionTrait, handle_event, MouseDown, KeyDown, TouchUpdate, Hit, FingerDown, post_action, makepad 事件, makepad action, 事件处理
322. medchem K-Dense-AI/claude-scientific-skills · score 76/100 (grade C)
     Applies medicinal chemistry filters for compound triage, using drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.
323. meeting-minutes github/awesome-copilot · score 76/100 (grade C)
     Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.
324. memory-forensics sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.
325. multi-cloud-architecture sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Decision framework and patterns for architecting applications across AWS, Azure, and GCP.
326. nexrad-product-access sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Discover and access NEXRAD data for a selected radar site, time, product, or Level II moment using completed archive volumes, real-time chunks, or supported Level III sources with metadata validation.
327. objection-preemptor sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Map customer objections and address them with evidence and choice-preserving language when a funnel, sales page, or pitch encounters recurring hesitation.
328. observability-and-instrumentation addyosmani/agent-skills · score 76/100 (grade C)
     Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.
329. obtain-coupons-all-in-one sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     All-in-one coupon fetcher supporting takeout (Meituan, Ele.me, JD), parcel/courier (SF, ZTO, YTO, etc.), travel (DiDi, Ctrip), and movie tickets (Taopiaopiao, Maoyan) coupons with one-click access to all discounts.
330. odoo-edi-connector sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Guide for implementing EDI (Electronic Data Interchange) with Odoo: X12, EDIFACT document mapping, partner onboarding, and automated order processing.
331. onboarding-cro alirezarezvani/claude-skills · score 76/100 (grade C)
     When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," or "new user experience." For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.
332. plan-tune garrytan/gstack · score 76/100 (grade C)
     Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). (gstack)
333. remember alirezarezvani/claude-skills · score 76/100 (grade C)
     Explicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.
334. skill-rails-upgrade sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Analyze Rails apps and provide upgrade assessments
335. slack-gif-creator sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack.
336. smart-contract-formal-verification sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Foundry and Soroban formal invariant verification register: state transition rules, boundary invariant properties, and symbolic execution checks.
337. soroban-liquidity-pool sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Automated market maker liquidity pool register: constant-product invariant curves, swap fee tiers, and LP token shares for Soroban DeFi.
338. sred-work-summary sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.
339. weather-data-reproducibility sickn33/antigravity-awesome-skills · score 76/100 (grade C)
     Record and verify provenance manifests for weather-data inputs and derived artifacts, including object identity, selections, software versions, transformations, and hashes.
340. apify-audience-analysis sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
341. apify-lead-generation sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Scrape leads from multiple platforms using Apify Actors.
342. azure-maps-search-dotnet sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data.
343. azure-networking sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Configure Azure VNets, NSGs, and Azure Firewall. Implement hub-spoke
344. board-governance sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Board and governance register: meeting date, agenda, decision, resolution number, vote result, action owner and due date. Use for board packs and action tracking.
345. budget-cash-flow sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Budget against actual by department, category and period, with budget and actual amounts, variance, percentage used and linked expenses. Use for budget tracking or cash-flow reviews.
346. cloudformation-best-practices sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
347. cmux davidondrej/skills · score 75/100 (grade C)
     Control the cmux macOS terminal app: workspaces, panes, surfaces, browsers, notifications, settings, and hooks. Use only when the user explicitly names cmux. Read before running any cmux command.
348. company-email-accounts sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Mailbox and licence register: employee, account type, aliases, groups, tool, licence cost, 2FA and password policy state, and access-review dates. Use for account provisioning.
349. competency-matrix sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Competency matrix of expected proficiency by job title and grade, with assessment method and linked skill area. Use for role frameworks and hiring bars.
350. context-management-context-save sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Use when working with context management context save
351. contract-document-renewal sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Contract register: counterparty, owner, start and end dates, auto-renewal flag, renewal notice deadline, value and tax basis. Use for renewal tracking and notice deadlines.
352. course-upskilling-requests sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Training request register: course, provider, cost, duration, budget line, the three approval steps, service bond and completion evidence. Use for upskilling approvals.
353. cover-letter-generator Paramchoudhary/ResumeSkills · score 75/100 (grade C)
     Create personalized, compelling cover letters from resume and job description
354. crossframe-teach sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Use when CrossFrame Suite routes explicit Chinese teaching of CrossFrame concepts, misreading boundaries, plain-language examples, signals, or exercises.
355. csv-manual-export sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     CSV Manual Export: a UTF-8 CSV template from a confirmed field list, empty by default, with no invented columns or values. Use for an import, staging or handoff file.
356. dei-dashboard sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Diversity, equity and inclusion dashboard: metric by department and period, value against target, group size and minimum-threshold flag. Use for DEI reporting.
357. disciplinary-pip-tracker sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Disciplinary and performance-improvement case register: case type, linked review or issue, improvement goals, review dates, outcome and confidentiality. Use for PIP tracking.
358. document-management-system sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Document register: type, owner, upload and signed dates, version, storage link, confidentiality and signature-required flag. Use for document control.
359. employee-suggestion-hub sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Suggestion register: submitter or anonymous flag, category, votes, reviewer, decision and response status. Use for employee feedback programs.
360. events-activities sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Event register: type, date and time, venue, organizer, audience, budget against actual cost, RSVP and attendance counts and feedback score. Use for event tracking.
361. expense-management sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Expense claim register: claim id, employee and department, amount and tax, approver and level, category, cost centre, budget line, receipt flag and status. Use for claim approvals.
362. explain-like-socrates sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Explains concepts using Socratic-style dialogue. Use when the user asks to explain, teach or help understand a concept like socrates.
363. footval-follow-matches-and-tables sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Football scores, fixtures, match centres and league tables through FootVal: live and past results, a team's next or last matches, events, statistics, line-ups and standings.
364. fp-data-transforms sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access
365. fp-option-ref sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Quick reference for Option type. Use when user needs to handle nullable values, optional data, or wants to avoid null checks.
366. gamification-engine sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Gamification points register: player and department, points balance and points earned this month, level, badges, source module and last-updated date. Use for points and badge tracking.
367. github-issue-dedupe warpdotdev/oz-skills · score 75/100 (grade C)
     Detect duplicate GitHub issues using semantic search and keyword matching. Use when asked to find duplicates, check for similar issues, or set up automated duplicate detection.
368. gstack garrytan/gstack · score 75/100 (grade C)
     Router for the gstack skill suite. (gstack)
369. health-wellness sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Wellbeing check-in register: anonymous flag, department, check-in date, wellbeing score, stress and energy levels, support and resource flags, confidentiality and status. Use for wellness programmes.
370. hunt-ato sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Hunt account takeover taxonomy
371. hunt-cors sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Hunt CORS Misconfiguration
372. issues sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Interact with GitHub issues - create, list, and view issues.
373. julia-pro sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.
374. kpi-tracker sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     KPI register: metric by level, department, job title and employee, linked OKR, unit and direction, target against actual, achievement and weight percentages, period and owner. Use for scorecards.
375. latex-conference-template-organizer Galaxy-Dawn/claude-scholar · score 75/100 (grade C)
     Organize messy conference LaTeX template .zip files into clean Overleaf-ready structure. Use when the user asks to "organize LaTeX template", "clean up .zip template", or "prepare Overleaf submission template".
376. learning-career-development sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Training register: course, provider, delivery method, department, employee, duration, progress percentage, score, mandatory flag, certificate earned and skills gained. Use for learning records.
377. leave-management sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Leave register: request, leave type, employee and department, manager and approver, start and end dates, days requested, leave balances, handover notes and status. Use for leave tracking.
378. legal-compliance-vault sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Legal and compliance document vault: document type, framework, owner and department, effective and expiry dates, renewal flag, storage link, confidentiality and status. Use for policy tracking.
379. lightning-factory-explainer sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No soft fork required.
380. mailtrap-setting-up-sending-domain sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Add or verify a Mailtrap sending domain, troubleshoot DNS propagation, publish SPF/DKIM/DMARC records, and complete compliance.
381. meeting-notes sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Turns raw meeting notes into structured minutes: conclusion first, then decisions / action items / open questions; every action item must have an owner and a deadline. Use when the user pastes meeting transcripts or rough notes and asks for minutes or a summary.
382. mentorship-program sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Mentorship register: mentor and mentee pair, department, focus area, mentee goal, session counts, last and next session, overall rating, progress notes and status. Use for mentorship tracking.
383. minimax-music-gen MiniMax-AI/skills · score 75/100 (grade C)
     Use when user wants to generate music, songs, or audio tracks. Triggers on any request involving music creation, song writing, lyrics generation, audio production, or covers. Also triggers when user provides lyrics and wants them turned into a song, or describes a mood/scene and wants background music. Supports multilingual triggers — match equivalent phrases in any language. Do NOT use for music playback of existing files, music theory questions, or music recommendation without generation.
384. molecular-dynamics K-Dense-AI/claude-scientific-skills · score 75/100 (grade C)
     Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis. Sets up protein/small molecule systems, defines force fields, runs energy minimization and production MD, and analyzes trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.
385. n8n-node-configuration sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.
386. n8n-validation-expert sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Expert guide for interpreting and fixing n8n validation errors.
387. noaa-radar-satellite-fetching sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Retrieve NOAA NEXRAD and GOES products from public cloud archives using verified site, product, channel, sector, and scan-time selection.
388. offboarding-exit sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Offboarding register: exit type, employee and manager, notice and final day, reason, handover owner, and done flags for knowledge transfer, assets, access and settlement. Use for exit tracking.
389. offer-appointment sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Offer register: candidate, position, department, employment type, offered salary and currency, offer date and expiry, joining date, probation, approver and sign-off. Use for offer tracking.
390. okr-system sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     OKR register: objective, owner and level, department, quarter and year, up to three key results with progress percentages, parent OKR and overall progress. Use for objective tracking.
391. onboarding-playbook sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Onboarding checklist: step, phase and order, department, owner, linked SOP and required flag. Use for joiner onboarding.
392. party-ledger-reconciliation sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Party ledger reconciliation: party type, name and PAN/VAT, ledger against statement balance, difference and reason, duplicates, confirmation status and adjustment. Use for balance checks.
393. performance-management sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Performance review register: review type, period, employee and reviewer, KPI, OKR and behaviour scores, overall rating, PIP and promotion flags, development plan. Use for performance reviews.
394. performance-profiling sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Performance profiling principles. Measurement, analysis, and optimization techniques.
395. policy-library sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Policy register: name, version, category, owner and approver, applies to, compliance framework, acknowledgement requirement, effective date and next review. Use for policy management.
396. probation-tracker sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Probation register: employee, start and end dates, 30, 60 and 90-day review scores, overall score and confirmation letter. Use for probation tracking.
397. professional-proofreader sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
398. project-based-performance sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Project performance review: role, project and manager, delivery, quality and collaboration scores, overall score and feedback. Use for project appraisals.
399. projects-work-management sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Project register: owner, team, priority, progress percentage, milestones, deliverables and budget against actual cost. Use for project tracking.
400. read-all-adrs sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Read every ADR in a project before summarizing architectural context or decisions.
401. receipt-accounting sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Receipt register: payer, mode, gross amount received, invoice allocation, unapplied amount and TDS collected. Use for receipt and sales-income accounting.
402. red-team-tactics sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
403. remote-work-tracker sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Remote work register: employee, location, week start, HQ versus remote days, core-hours compliance and manager approval. Use for hybrid work tracking.
404. remotion sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
405. senior-architect sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Plan and review system architecture using explicit requirements, tradeoffs and evidence; bundled scripts are incomplete stubs.
406. setup-help sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Walk a user through setup or installation one step at a time with the remaining steps visible.
407. sharp-coder sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Two-layer performance skill combining disciplined THINK layer (surgical edits, simplicity) and terse SPEAK layer (caveman compression). Triggers on requests for brevity, token efficiency, or disciplined coding.
408. skill-gap-analysis sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Skill gap register: employee, skill area, current against required level, gap severity and recommended training. Use for capability planning.
409. soroban-token-minter sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Soroban SEP-41 token contract architecture register: admin control, supply caps, metadata standard, and transfer event emissions on Stellar.
410. tax-register sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Tax register: sales and purchase tax, withholding deducted and received, net payable, filing due date and days remaining. Use for tax compliance.
411. team-calendar sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Team calendar: event, type, date and time with time zone, attendees, organizer, location and source module. Use for shared scheduling.
412. threejs-interaction sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.
413. threejs-textures sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.
414. viboscope sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Psychological compatibility matching — find cofounders, collaborators, and friends with explicit consent and unverified provider scoring
415. vscode-extension-guide-en sickn33/antigravity-awesome-skills · score 75/100 (grade C)
     Guide for VS Code extension development from scaffolding to Marketplace publication
416. 13c-metabolic-flux K-Dense-AI/claude-scientific-skills · score 74/100 (grade C)
     Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, constrained multistart fitting, and flux-profile diagnostics. Use for 13C-MFA, carbon tracing, mass isotopomer distributions (MDVs/MIDs), positional isotopomers, parallel tracer experiments, and determining whether labeling data constrain a pathway flux. Distinguishes measured-label inference from COBRA flux balance analysis and flags experiments requiring nonstationary MFA.
417. active-directory-attacks sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Assess Active Directory attack paths using scoped configuration review and controlled synthetic lab validation; identify prerequisites, evidence and mitigations.
418. artifact-yylo sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Capture and retrieve durable YYLO Ledger artifact Records with intentional
419. ask-matt sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
420. aws-resource-health-diagnose github/awesome-copilot · score 74/100 (grade C)
     Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
421. aws-well-architected-review github/awesome-copilot · score 74/100 (grade C)
     Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
422. azure-functions sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Expert patterns for Azure Functions development including isolated
423. azure-well-architected-review github/awesome-copilot · score 74/100 (grade C)
     Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
424. browse garrytan/gstack · score 74/100 (grade C)
     Drive a real browser through Aside: open a page, read it, click through a flow, take screenshots, check console errors. (gstack)
425. context-guardian sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Guardiao de contexto que preserva dados criticos antes da compactacao automatica. Snapshots, verificacao de integridade e reducao de perda de informacao.
426. council affaan-m/ECC · score 74/100 (grade C)
     Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
427. council affaan-m/everything-claude-code · score 74/100 (grade C)
     Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
428. ecc-council affaan-m/ECC · score 74/100 (grade C)
     Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
429. ecc-council affaan-m/everything-claude-code · score 74/100 (grade C)
     Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.
430. eval-plan garrytan/gstack · score 74/100 (grade C)
     Preregister a paid eval (bars, arms, decoys, stop rules), dry-run it at zero cost, then run a three-item priced pilot whose spend table gates approval. (gstack)
431. executing-plans sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Use when you have a written implementation plan to execute in a separate session with review checkpoints
432. fact-check-x-unified sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Fact-Check-X 流程编排能力，依次组织各方答案汇总、各方答案聚合（未核验）、权威核验后的最终答案和各方答案测评，生成可打开、可审计、可迁移的阶段产物与完整报告包。
433. footval-scout-and-rank-players sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Scout and rank footballers with FootVal: shortlists by league, position, age, foot and value; undervalued, overvalued, rising and young players; club, league and national squads.
434. form-cro sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.
435. geo-crawlers sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     AI crawler access analysis.
436. github-issue-creator sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Turn error logs, screenshots, voice notes, and rough bug reports into crisp, developer-ready GitHub issues with repro steps, impact, and evidence.
437. ima-sdk-client-side google/skills · score 74/100 (grade C)
     Supports Interactive Media Ads (IMA) SDK. Use this skill for client-side ad insertion when you are requesting video ads for websites, apps, TVs or other platforms using VAST or VMAP. Do not use for Dynamic Ad Insertion (DAI), SSAI, or SGAI.
438. interview-me sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Draw out what the user actually wants with one-question-at-a-time interviews
439. jupyter-notebook openai/skills · score 74/100 (grade C)
     Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
440. landing-report garrytan/gstack · score 74/100 (grade C)
     Read-only queue dashboard for workspace-aware ship. (gstack)
441. leiloeiro-avaliacao sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Organize evidence and indicative valuation scenarios for auction properties, with explicit market, method and professional-review limits.
442. makepad-shaders sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     CRITICAL: Use for Makepad shader system. Triggers on: makepad shader, makepad draw_bg, Sdf2d, makepad pixel, makepad glsl, makepad sdf, draw_quad, makepad gpu, makepad 着色器, makepad shader 语法, makepad 绘制
443. odoo-hr-payroll-setup sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Expert guide for Odoo HR and Payroll: salary structures, payslip rules, leave policies, employee contracts, and payroll journal entries.
444. on-call-handoff-patterns sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.
445. open-gstack-browser garrytan/gstack · score 74/100 (grade C)
     Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.
446. permission-manager sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Manage opencode permissions: review always-allow lists, suggest safe read-only commands, configure permission patterns
447. petty-cash-management sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Petty cash register: entry number, date and type, payee and purpose, cash in and out, running balance, cash limit flag, custodian, physical count and variance. Use for petty cash.
448. planning-with-files sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Work like Manus: Use persistent markdown files as your \"working memory on disk.\"
449. product-manager-toolkit sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Essential tools and frameworks for modern product management, from discovery to delivery.
450. production-scheduling sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.
451. redteam-report-template sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Client-facing red-team deliverable format
452. remotion-create sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Create a new Remotion video
453. remotion-interactivity sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Structure Remotion markup for interactivity
454. salesforce-development sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Expert patterns for Salesforce platform development including
455. segment-cdp sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Expert patterns for Segment Customer Data Platform including
456. setup-browser-cookies garrytan/gstack · score 74/100 (grade C)
     Import cookies from your real Chromium browser into the headless browse session. (gstack)
457. signup-flow-cro sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     You are an expert in optimizing signup and registration flows. Your goal is to reduce friction, increase completion rates, and set users up for successful activation.
458. skin-health-analyzer sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medication data.
459. stellar-escrow-timelock sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Decentralized conditional escrow and timelock contract register: multi-signature release conditions, clawback expiry, and settlement triggers.
460. threejs-lighting sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.
461. web-scraper sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.
462. web3-transaction-relayer-pool sickn33/antigravity-awesome-skills · score 74/100 (grade C)
     Gasless transaction relayer node pool register: fee sponsorship limits, nonce synchronization, and balance replenishment alerts.
463. accint-frames sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Drain acc's deliberation queue — open/waiting brain_frames checkpointed by headless runs — via acc_act(runtime="continue").
464. accint-solve sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Route a goal through acc's scored-memory loop via acc_act(runtime="solve"); deliberate any returned brain_frame and submit via continue.
465. apify-generate-output-schema sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json)
466. azure-appconfiguration-java sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.
467. azure-appconfiguration-ts sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Centralized configuration management with feature flags and dynamic refresh.
468. bio-reference-operations GPTomics/bioSkills · score 73/100 (grade C)
     Generate consensus sequences and manage reference files using samtools. Use when creating consensus from alignments, indexing references, or creating sequence dictionaries.
469. carrier-relationship-management sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships.
470. context-optimization sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity.
471. copilot-instructions-blueprint-generator github/awesome-copilot · score 73/100 (grade C)
     Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
472. crossframe sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or long-term evolution.
473. decision-logger alirezarezvani/claude-skills · score 73/100 (grade C)
     Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /decision-logger decisions, or checking overdue action items with /decision-logger review. Invoked automatically by the board-meeting skill after Phase 5 founder approval.
474. deep-learning-book alirezarezvani/claude-skills · score 73/100 (grade C)
     Study companion and working knowledge base for the Deep Learning textbook by Goodfellow, Bengio & Courville (MIT Press, 2016), read free at deeplearningbook.org. Indexes all 20 chapters, carries a 2016-to-2026 delta layer naming what the book got right, what was superseded (transformers, AdamW, diffusion, double descent) and what still holds, and ships four deterministic tools: a prerequisite-aware reading-path planner, a training-failure diagnostic, a capacity-and-regularization planner, and a parameter/FLOP/activation-memory calculator. Use when studying or teaching this book, planning a route through it, deciding whether a chapter's advice is still current, or translating its math into a training decision. It points at the official chapters — it never reproduces them.
475. eyeball github/awesome-copilot · score 73/100 (grade C)
     Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes.
476. ginkgo-cloud-lab K-Dense-AI/claude-scientific-skills · score 73/100 (grade C)
     Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). Applies to cell-free, E. coli, and Pichia protein expression; HiBiT, A280, and LabChip readouts; IVT mRNA/circRNA synthesis; thermal shift assays; Echo-MS methods; SPR target onboarding; plate-reader assay onboarding; and fluorescent pixel art.
477. gke-workload-scaling google/skills · score 73/100 (grade C)
     Manages scaling for GKE workloads using HPA and VPA. Use when configuring Horizontal Pod Autoscaler (HPA), configuring Vertical Pod Autoscaler (VPA), or applying best practices for GKE workload autoscaling. Do not use for cluster-level autoscaling (Cluster Autoscaler), static cluster sizing, or configuring node-level machine styles directly.
478. go-in-depth sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
479. hunt-open-redirect sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Hunt Open Redirect
480. idea-darwin sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Darwinian idea evolution engine — toss rough ideas onto an evolution island, let them compete, crossbreed, and mutate through structured rounds to surface your strongest concepts.
481. implement sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Implement a piece of work based on a PRD or set of issues.
482. issue-grievance-tracker sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Grievance register: issue type, raised by or anonymous, person or team concerned, department, date raised, policy reference, severity, assignee, action taken and status. Use for complaint handling.
483. job-description-analyzer Paramchoudhary/ResumeSkills · score 73/100 (grade C)
     Analyze job postings, calculate match scores, identify gaps, and create application strategy
484. notion-knowledge-capture openai/skills · score 73/100 (grade C)
     Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.
485. odoo-upgrade-advisor sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Step-by-step Odoo version upgrade advisor: pre-upgrade checklist, community vs enterprise upgrade path, OCA module compatibility, and post-upgrade validation.
486. primekg K-Dense-AI/claude-scientific-skills · score 73/100 (grade C)
     Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths. Use for PrimeKG reproducibility, biological association lookup, and hypothesis generation with relation and data provenance preserved.
487. product-capability affaan-m/ECC · score 73/100 (grade C)
     Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ECC-native PRD-to-SRS lane instead of vague planning prose.
488. product-capability affaan-m/everything-claude-code · score 73/100 (grade C)
     Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ECC-native PRD-to-SRS lane instead of vague planning prose.
489. quasi-coder github/awesome-copilot · score 73/100 (grade C)
     Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.
490. skillify garrytan/gstack · score 73/100 (grade C)
     Codify the most recent successful /scrape flow into a permanent browser-skill on disk. (gstack)
491. strategic-alignment alirezarezvani/claude-skills · score 73/100 (grade C)
     Cascades strategy from boardroom to individual contributor. Detects and fixes misalignment between company goals and team execution. Covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. Use when teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting OKRs, or strategy communication.
492. threejs-animation sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
493. threejs-fundamentals sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
494. videodb-skills sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Upload, stream, search, edit, transcribe, and generate AI video and audio using the VideoDB SDK.
495. web-performance-optimization sickn33/antigravity-awesome-skills · score 73/100 (grade C)
     Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
496. azure-monitor-opentelemetry-ts sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Auto-instrument Node.js applications with distributed tracing, metrics, and logs.
497. binary-diff sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Cross-version binary symbol migration: diff updated binaries, recover function names without PDBs, and propagate annotations after software updates using BinDiff-style tooling.
498. bio-alignment-sorting GPTomics/bioSkills · score 72/100 (grade C)
     Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.
499. bio-atac-seq-footprinting GPTomics/bioSkills · score 72/100 (grade C)
     Detect transcription factor binding footprints in ATAC-seq using TOBIAS, HINT-ATAC, Wellington, or scprinter. Use when identifying bound TF sites within accessible regions, correcting Tn5 insertion bias before footprinting, choosing between cleavage-based and aggregate-based footprinters, or comparing differential TF activity between conditions.
500. bio-duplicate-handling GPTomics/bioSkills · score 72/100 (grade C)
     Mark and remove PCR/optical duplicates using samtools fixmate and markdup. Use when preparing alignments for variant calling or when duplicate reads would bias analysis.
501. bio-ribo-seq-initiation-site-mapping GPTomics/bioSkills · score 72/100 (grade C)
     Map translation initiation sites, including non-AUG and alternative starts, from initiation-drug ribosome profiling (TI-seq). Use when locating start codons, detecting near-cognate or upstream initiation, or analyzing harringtonine, lactimidomycin (GTI-seq/QTI-seq), or retapamulin (Ribo-RET) data.
502. cc-skill-project-guidelines-example sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Project Guidelines Skill (Example)
503. cloud-logging-cross-project-configuration google/skills · score 72/100 (grade C)
     Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from multiple projects/folders/organizations to a central log bucket. - Creating cross-project log sinks and configuring central log buckets. - Troubleshooting cross-project routing. Don't use for single-project basic configurations.
504. crossframe-dialogue sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Use when CrossFrame Suite routes explicit Chinese reader replies, editor responses, consultation-style short answers, or boundary-aware structural advice.
505. crossframe-public sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Use when CrossFrame Suite routes explicit Chinese analysis of public issues, platform governance, policy, institutional responsibility, appeals, or compliance evidence.
506. diagram garrytan/gstack · score 72/100 (grade C)
     Turn an English description (or mermaid source) into a diagram triplet: the source, an editable .excalidraw file you can open on excalidraw.com, and rendered SVG + PNG. (gstack)
507. domain-name-brainstormer ComposioHQ/awesome-claude-skills · score 72/100 (grade C)
     Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
508. elon-musk sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Simulacao ficticia e explicitamente rotulada de estilo comunicacional associado a Elon Musk, com analise de primeiros principios e verificacao separada de fatos.
509. environment-setup-guide sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Guide developers through setting up development environments with proper tools, dependencies, and configurations
510. expense-accounting sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Expense accounting register: expense number and date, payee with PAN and VAT, bill reference, document type, amount with VAT, ledger account, approver and status. Use for expense bookkeeping.
511. full-page-screenshot alirezarezvani/claude-skills · score 72/100 (grade C)
     Use when the user asks to capture a full-page screenshot, long screenshot, or complete page capture of a web page. Handles SPA scroll containers, lazy-loaded images, and very tall pages via Chrome DevTools Protocol with zero external dependencies.
512. hunt-exceptional-conditions sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Hunt mishandling of exceptional conditions
513. i18n-localization sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
514. learn garrytan/gstack · score 72/100 (grade C)
     Manage project learnings.
515. lightning-channel-factories sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, and watchtower breach detection.
516. mantis-review google/mantis · score 72/100 (grade C)
     Independently reviews findings and filters out false positives. Use when consolidated findings need validation against the actual source code. Don't use for reproducing crashes or patching code.
517. meeting-insights-analyzer ComposioHQ/awesome-claude-skills · score 72/100 (grade C)
     Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.
518. moltnode-chain-reader sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Read 31 blockchains over keyless JSON-RPC with MoltNode (balances, blocks, contract calls) and get Chord swap quotes with an unsigned transaction and simulation.
519. monthly-closing-statements sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Monthly closing register: period dates, cash/bank/party/inventory/TDS reconciliation flags, profit, receivables, payables, working capital, open adjustments and reviewer. Use for period close.
520. mvvm-toolkit github/awesome-copilot · score 72/100 (grade C)
     CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteChangedFor], [NotifyDataErrorInfo]), base classes (ObservableObject / ObservableValidator / ObservableRecipient), commands (RelayCommand / AsyncRelayCommand), and validation. Companion skills: mvvm-toolkit-messenger for pub/sub, mvvm-toolkit-di for Microsoft.Extensions.DependencyInjection wiring. Works across WPF, WinUI 3, MAUI, Uno, and Avalonia.
521. nft-standards sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Master ERC-721 and ERC-1155 NFT standards, metadata best practices, and advanced NFT features.
522. okta-attack sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Okta-as-IdP red-team attack chain
523. onboarding-cro sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     You are an expert in user onboarding and activation. Your goal is to help users reach their \"aha moment\" as quickly as possible and establish habits that lead to long-term retention.
524. plan-devex-review garrytan/gstack · score 72/100 (grade C)
     Interactive developer experience plan review. (gstack)
525. postmortem-writing sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.
526. powershell-windows sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
527. prometheus-configuration sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.
528. redteam-mindset sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Red-team operator discipline
529. remember github/awesome-copilot · score 72/100 (grade C)
     Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.
530. robius-event-action sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     CRITICAL: Use for Robius event and action patterns. Triggers on: custom action, MatchEvent, post_action, cx.widget_action, handle_actions, DefaultNone, widget action, event handling, 事件处理, 自定义动作
531. sam-altman sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Persona fictícia inspirada em temas públicos associados a Sam Altman; sem representação, citações verificadas ou acesso interno.
532. score-eval sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Use when scoring an evaluation diff against a supplied rubric and baseline fixture: retain evidence for detected/fixed findings and report unscorable or unexecuted checks.
533. speed sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Launch RSVP speed reader for text
534. startup-business-analyst-market-opportunity sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Generate comprehensive market opportunity analysis with TAM/SAM/SOM
535. technical-change-tracker sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Track code changes with structured JSON records, state machine enforcement, and AI session handoff for bot continuity
536. understand-domain Egonex-AI/Understand-Anything · score 72/100 (grade C)
     Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
537. understand-onboard Egonex-AI/Understand-Anything · score 72/100 (grade C)
     Use when you need to generate an onboarding guide for new team members joining a project
538. unreal-engine-cpp-pro sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
539. unsplash-integration sickn33/antigravity-awesome-skills · score 72/100 (grade C)
     Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash.
540. aas-review-stack sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Review AAS stack manifests, preview plans and selection evidence in Workbench without applying changes.
541. advogado-criminal sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Assistente de pesquisa informativa, sem credenciais profissionais, sobre em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal.
542. algolia-search sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Expert patterns for Algolia search implementation, indexing
543. aws-skills sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Plan and review AWS architecture and infrastructure changes using the upstream AWS skill collection.
544. azure-eventhub-dotnet sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Azure Event Hubs SDK for .NET.
545. azure-web-pubsub-ts sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Real-time messaging with WebSocket connections and pub/sub patterns.
546. bill-gates sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Simulacao educativa de analise estrategica inspirada em temas publicos de Bill Gates; nao representa a pessoa real ou suas opinioes atuais.
547. bio-alignment-amplicon-clipping GPTomics/bioSkills · score 71/100 (grade C)
     Trim PCR primers from aligned reads in amplicon-panel BAMs using samtools ampliconclip. Use when processing SARS-CoV-2 ARTIC, hereditary cancer panels, ctDNA hot-spot panels, or any amplicon assay where primer-derived bases would falsely confirm reference at primer footprints.
548. bulletmind sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Convert input into clean, structured, hierarchical bullet points for summarization, note-taking, and structured thinking.
549. competitive-landscape sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.
550. conductor-status sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Display project status, active tracks, and next actions
551. cred-omega sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     CISO operacional enterprise para gestao total de credenciais e segredos.
552. fal-image-edit sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     AI-powered image editing with style transfer and object removal
553. iam-helper-for-privileged-access-management google/skills · score 71/100 (grade C)
     Manages the end-to-end lifecycle of on-demand, temporary access using Privileged Access Manager (PAM). Use when a user asks to create, read, update, or delete PAM entitlements, request temporary access, or approve/deny pending PAM grants. Do NOT use for permanent IAM policy bindings, troubleshooting IAM permission errors, or general Google Cloud resource provisioning.
554. interview-prep-generator Paramchoudhary/ResumeSkills · score 71/100 (grade C)
     Generate STAR stories, practice questions, and talking points from resume
555. jobs-to-be-done-analyst sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Uncover the functional, emotional and social jobs a customer hires a product to do: progress state, hiring trigger, alternatives, success criteria, JTBD map. Use when you need to understand why users buy, switch or churn, or to anchor positioning, messaging and onboarding in real jobs.
556. leiloeiro-juridico sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Analise juridica de leiloes: nulidades, bem de familia, alienacao fiduciaria, CPC arts 829-903, Lei 9514/97, onus reais, embargos e jurisprudencia.
557. markdown-rendering sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Open Markdown reliably in cmux panes and recover from blank rendered surfaces.
558. office-hours garrytan/gstack · score 71/100 (grade C)
     YC Office Hours — two modes. (gstack)
559. oss-hunter sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Automatically hunt for high-impact OSS contribution opportunities in trending repositories.
560. plan-eng-review garrytan/gstack · score 71/100 (grade C)
     Eng manager-mode plan review. (gstack)
561. risk-manager sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and analyzes proposed stop-loss levels.
562. ruff-recursive-fix github/awesome-copilot · score 71/100 (grade C)
     Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
563. scrape garrytan/gstack · score 71/100 (grade C)
     Pull data from a web page through the Aside browser — your real, already signed-in sessions. (gstack)
564. skill-installer openai/skills · score 71/100 (grade C)
     Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).
565. slack-gif-creator anthropics/skills · score 71/100 (grade C)
     Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.
566. stability-ai sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos.
567. suggest-awesome-github-copilot-skills github/awesome-copilot · score 71/100 (grade C)
     Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.
568. threejs-materials sickn33/antigravity-awesome-skills · score 71/100 (grade C)
     Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.
569. transcribe openai/skills · score 71/100 (grade C)
     Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.
570. ai-studio-image sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.
571. anti-sleep davidondrej/skills · score 70/100 (grade C)
     Keep a Mac awake for a set duration or while a process runs. Use only when the user explicitly invokes /anti-sleep.
572. aws-iam-best-practices sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     IAM policy review, hardening, and least privilege implementation
573. bio-alignment-validation GPTomics/bioSkills · score 70/100 (grade C)
     Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.
574. bio-ribo-seq-orf-detection GPTomics/bioSkills · score 70/100 (grade C)
     Detect and quantify translated ORFs from Ribo-seq using 3-nucleotide periodicity, including uORFs, internal ORFs, dORFs, and novel ORFs. Use when finding actively translated regions beyond annotated CDS, classifying ORFs by the 2022 community standard, quantifying ORF-level translation, or choosing between periodicity-based callers.
575. bio-ribo-seq-ribosome-stalling GPTomics/bioSkills · score 70/100 (grade C)
     Detect ribosome pausing and stalling at codon resolution from Ribo-seq, using local-relative occupancy metrics and A-site assignment. Use when studying elongation dynamics, codon dwell times, pause motifs, or ribosome collisions, and when judging whether a pause is real biology or a cycloheximide artifact.
576. bio-single-cell-trajectory-inference GPTomics/bioSkills · score 70/100 (grade C)
     Infers developmental trajectories, pseudotime, RNA velocity, and directed fate probabilities from single-cell data using PAGA, Slingshot, Monocle3, DPT, Palantir, scVelo, and CellRank 2. Use when ordering cells along a differentiation continuum, choosing a trajectory method by topology, rooting pseudotime, estimating RNA velocity direction, computing fate probabilities near a bifurcation, or judging whether an inferred trajectory is real.
577. bug-receipt github/awesome-copilot · score 70/100 (grade C)
     Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery.
578. cloudflare-workers-expert sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
579. context-save garrytan/gstack · score 70/100 (grade C)
     Save working context. (gstack)
580. crossframe-casebook sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Use when CrossFrame Suite routes explicit Chinese casebook work: turning materials into reusable cases, anonymized entries, mechanisms, and retrieval indexes.
581. dotnet-best-practices github/awesome-copilot · score 70/100 (grade C)
     Ensure .NET/C# code meets best practices for the solution/project.
582. energy-procurement sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy cost management.
583. fireflies-transcript davidondrej/skills · score 70/100 (grade C)
     Fetch raw Fireflies.ai meeting transcripts. Use only when the user explicitly invokes /fireflies-transcript; for YouTube, use youtube-transcript.
584. gke-ai-troubleshooting-node-unresponsive-timeout google/skills · score 70/100 (grade C)
     Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics, hardware lockups, or disabled node auto-repair. Use when nodes stop heartbeating beyond the node auto-repair threshold and pods remain stuck in Terminating. Don't use for healthy nodes, pod-only application crashes, or routine GKE upgrades.
585. health garrytan/gstack · score 70/100 (grade C)
     Code quality dashboard. (gstack)
586. hugging-face-dataset-viewer sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Hugging Face Dataset Viewer
587. invoice-organizer ComposioHQ/awesome-claude-skills · score 70/100 (grade C)
     Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.
588. launch-strategy alirezarezvani/claude-skills · score 70/100 (grade C)
     When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.
589. micro-saas-launcher sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Expert in launching small, focused SaaS products fast - the indie
590. network-interface-health affaan-m/ECC · score 70/100 (grade C)
     Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows errors, drops, CRCs, flapping, or a duplex or speed mismatch.
591. network-interface-health affaan-m/everything-claude-code · score 70/100 (grade C)
     Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows errors, drops, CRCs, flapping, or a duplex or speed mismatch.
592. optimize-simplicite-logs github/awesome-copilot · score 70/100 (grade C)
     capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
593. org-health-diagnostic alirezarezvani/claude-skills · score 70/100 (grade C)
     Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard.
594. product-manager sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Guide product strategy, discovery, prioritization and metrics; upstream templates and formula collections are external prerequisites.
595. remotion-render sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Export a Remotion video
596. replay entireio/skills · score 70/100 (grade C)
     Use when the user wants to step through a feature's checkpoints chronologically, pausing at each step to ask questions. Triggers on phrases like \"replay <feature>\", \"walk me through how X was built\", \"show me the journey of\", \"step me through how Y was implemented\", and \"replay the last week\"
597. robius-matrix-integration sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     CRITICAL: Use for Matrix SDK integration with Makepad. Triggers on: Matrix SDK, sliding sync, MatrixRequest, timeline, matrix-sdk, matrix client, robrix, matrix room, Matrix 集成, 聊天客户端
598. satori sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner
599. shuffle-json-data github/awesome-copilot · score 70/100 (grade C)
     Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
600. taste-application affaan-m/ECC · score 70/100 (grade C)
     Generate new video against a distilled style pack and cut it into a finished piece - plan takes from the reference's cut rhythm, generate on fal, grade with the pack's measured LUT, cut at the measured cadence, weave in existing footage, composite overlay plates, mint 3D props, and verify the result numerically. Use when the user wants to make a video in a captured style, supplement existing footage, or assemble generated clips into a real edit.
601. taste-application affaan-m/everything-claude-code · score 70/100 (grade C)
     Generate new video against a distilled style pack and cut it into a finished piece - plan takes from the reference's cut rhythm, generate on fal, grade with the pack's measured LUT, cut at the measured cadence, weave in existing footage, composite overlay plates, mint 3D props, and verify the result numerically. Use when the user wants to make a video in a captured style, supplement existing footage, or assemble generated clips into a real edit.
602. understand-chat Egonex-AI/Understand-Anything · score 70/100 (grade C)
     Use when you need to ask questions about a codebase or understand code using a knowledge graph
603. writing-anti-ai Galaxy-Dawn/claude-scholar · score 70/100 (grade C)
     This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.
604. yann-lecun-filosofia sickn33/antigravity-awesome-skills · score 70/100 (grade C)
     Sub-skill filosófica e pedagógica de Yann LeCun.
605. address-findings entireio/skills · score 69/100 (grade C)
     Address the review findings posted on an Entire trail: fetch the trail's open findings, fix the code, and resolve them on the trail. Use when the user gives a trail URL or number and asks to address, fix, or resolve its findings or review comments. Not for local diff review — that is the `review` skill.
606. azure-monitor-opentelemetry-exporter-java sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
607. bio-atac-seq-motif-deviation GPTomics/bioSkills · score 69/100 (grade C)
     Analyze TF motif accessibility variability across samples or single cells using chromVAR. Use when identifying TF motifs whose accessibility correlates with conditions, computing per-sample motif z-scores after matched background correction, comparing to ArchR / Signac equivalents, or distinguishing motif-accessibility signal from per-site footprinting.
608. bio-comparative-genomics-hgt-detection GPTomics/bioSkills · score 69/100 (grade C)
     Detect horizontal gene transfer (HGT / LGT) using compositional methods (GC%, codon usage, tetranucleotide z-scores via SIGI-HMM, AlienHunter, IslandViewer 4, IslandPath-DIMOB), phylogenetic-incongruence methods (AvP, HGTphyloDetect, ALE / GeneRax / AleRax reconciliation, RANGER-DTL), and BLAST-distribution methods (HGTector v2, DarkHorse, Alien Index). Use when screening prokaryote genomes for genomic islands and HGT events, distinguishing HGT from incomplete lineage sorting / differential gene loss / hybridization, mapping donor lineages via phylogenetic placement, separating eukaryotic HGT from contamination, ruling out gBGC as a false signal, or quantifying DTL rates with ALE/GeneRax on bacterial trees.
609. context-and-decisions affaan-m/ECC · score 69/100 (grade C)
     Govern stable domain context with a narrowly scoped CONTEXT.md when needed, and route hard-to-reverse decisions to ECC's existing architecture-decision-records skill. Use when domain terms require repeated explanation, one term has multiple meanings, unclear language causes module-boundary mistakes, or domain semantics must remain separate from architecture decisions.
610. context-and-decisions affaan-m/everything-claude-code · score 69/100 (grade C)
     Govern stable domain context with a narrowly scoped CONTEXT.md when needed, and route hard-to-reverse decisions to ECC's existing architecture-decision-records skill. Use when domain terms require repeated explanation, one term has multiple meanings, unclear language causes module-boundary mistakes, or domain semantics must remain separate from architecture decisions.
611. domain-checker davidondrej/skills · score 69/100 (grade C)
     Check domain registration in batches using public RDAP APIs, without keys or login. Use only when the user explicitly invokes /domain-checker.
612. fal-upscale sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     Upscale and enhance image and video resolution using AI
613. file-uploads sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     Expert at handling file uploads and cloud storage. Covers S3,
614. gke-ai-troubleshooting-tpu-dynamic-slices-monitoring google/skills · score 69/100 (grade C)
     Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating single-slice or multi-slice (JobSet) workload manifests, or safely patching stuck finalizers and disabling the slice controller. Don't use for generic GKE cluster node pool creation or standard non-TPU workload management (use gke-basics or gke-cluster-creation instead).
615. gke-reliability google/skills · score 69/100 (grade C)
     Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability, setting up PDBs, or configuring GKE health probes (liveness, readiness, startup). Don't use for generating K8s YAML manifests (use gke-manifest-generation) or disaster recovery and cluster backups (use gke-backup-dr).
616. iam-helper-for-policy-management google/skills · score 69/100 (grade C)
     Streamlines the creation, modification, and management of IAM allow policies (v1) and deny policies (v2). Manages access control across Resource Manager resources (Organization, Folder, Project) and individual resources. Use when creating, updating, listing, or deleting IAM allow policies or deny policies. Don't use for access denial troubleshooting (use iam-helper-for-troubleshooting), temporary privileged access (use iam-helper-for-privileged-access-management), configuring VPC Service Controls, or managing network firewall rules.
617. memory-safety-patterns sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.
618. nanobanana-ppt-skills sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     AI-powered PPT generation with document analysis and styled images
619. options-flow-analyzer sickn33/antigravity-awesome-skills · score 69/100 (grade C)
     Compare raw and explicitly filtered options put/call ratios with documented premium, delta and expiry assumptions
620. options-payoff himself65/finance-skills · score 69/100 (grade C)
     Render an interactive options payoff chart — expiry P&L plus Black-Scholes theoretical value — with sliders for strikes, premium, IV, DTE, and spot. Use this skill whenever the user describes or shares an options position or strategy and wants to see how it makes or loses money: vertical, calendar, diagonal, or ratio spreads, butterflies, condors and iron condors, straddles, strangles, covered calls, protective or naked puts, or any multi-leg structure. This includes pasted strikes, premiums, and expiries, requests like "show me the payoff" or "draw the P&L curve", and broker screenshots (IBKR, TastyTrade, Robinhood). Use it even when details are partial — defaults fill the gaps.
621. plan-ceo-review garrytan/gstack · score 69/100 (grade C)
     CEO/founder-mode plan review. (gstack)
622. slack-gif-creator ComposioHQ/awesome-claude-skills · score 69/100 (grade C)
     Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
623. adr-verbatim davidondrej/skills · score 68/100 (grade C)
     Record concise ADRs that preserve the user''s decisions without conversational noise. Use for "adr-verbatim", "new ADR", "document that as an ADR", "record this decision", or supplied ADR wording.
624. ai-analyzer sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、整理风险因素、提供一般性健康信息。支持智能问答和AI健康报告生成。
625. architecture-decision-records sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.
626. azure-eventhub-ts sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     High-throughput event streaming and real-time data ingestion.
627. azure-servicebus-ts sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     Enterprise messaging with queues, topics, and subscriptions.
628. baoyu-youtube-transcript JimLiu/baoyu-skills · score 68/100 (grade C)
     Downloads YouTube video transcripts/subtitles and cover images by URL or video ID. Supports multiple languages, translation, chapters, and speaker identification. Caches raw data for fast re-formatting. Use when user asks to "get YouTube transcript", "download subtitles", "get captions", "YouTube字幕", "YouTube封面", "视频封面", "video thumbnail", "video cover image", or provides a YouTube URL and wants the transcript/subtitle text or cover image extracted.
629. bio-atac-seq-atac-qc GPTomics/bioSkills · score 68/100 (grade C)
     ATAC-seq library quality control -- TSS enrichment, FRiP, fragment-size periodicity, library complexity (NRF/PBC1/PBC2), mitochondrial fraction, and ENCODE 4 thresholds. Use when assessing whether an ATAC-seq library passes ENCODE acceptance criteria, diagnosing transposition artefacts, comparing Omni-ATAC vs standard prep quality, or selecting which replicates to drop before peak calling.
630. bio-long-read-sequencing-long-read-qc GPTomics/bioSkills · score 68/100 (grade C)
     Assesses Oxford Nanopore and PacBio long-read quality with NanoPlot, cramino, NanoComp, pycoQC/toulligQC, and seqkit, and filters reads with chopper/Filtlong for the downstream goal. Covers why read-only Qscore is an uncalibrated posterior (real accuracy needs a reference BAM), why the sequencing_summary.txt is required for run-health metrics, intent-conditioned filtering (preserve long reads and small replicons for assembly, filter almost nothing for variant calling), the chimera/internal-adapter trap that fabricates SVs, and PacBio rq-based HiFi QC. Use when judging a long-read run, computing read N50 or percent identity, filtering reads before assembly or variant calling, comparing barcodes/runs, or reading run-health red flags.
631. bio-read-alignment-hisat2-alignment GPTomics/bioSkills · score 68/100 (grade C)
     Aligns RNA-seq reads to a genome with HISAT2, the splice-aware aligner whose hierarchical graph FM-index runs at roughly a quarter of STAR's memory (~7 GB for human), whose SNP/haplotype graph index reduces reference bias in the index itself, and whose MAPQ is GATK-friendly (60 for unique, no 255 problem). Use when RNA alignment must fit a memory-constrained machine, when feeding StringTie/Cufflinks transcript assembly via --dta, or when a SNP-aware graph index is wanted for allele-robust mapping. Feature-rich/high-RAM RNA alignment and fusion detection are star-alignment; DE on known transcripts only should skip alignment for rna-quantification/alignment-free-quant; the QC gate and contig-naming reconciliation are alignment-files; counting is rna-quantification.
632. bio-ribo-seq-riboseq-preprocessing GPTomics/bioSkills · score 68/100 (grade C)
     Preprocess ribosome profiling reads with UMI handling, adapter trimming, contaminant/rRNA depletion, and footprint-aware alignment. Use when preparing Ribo-seq FASTQ for periodicity QC, ORF detection, translation efficiency, or stalling analysis, or when deciding how to deduplicate, which aligner to use, or how to size-select ribosome-protected fragments.
633. clean-code sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     This skill embodies the principles of \"Clean Code\" by Robert C. Martin (Uncle Bob). Use it to transform \"code that works\" into \"code that is clean.\"
634. explain entireio/skills · score 68/100 (grade C)
     Explains the intent behind source code by finding original session transcripts. Use explain with a function, file, or line of code to understand why it exists.
635. from-the-other-side-anitta github/awesome-copilot · score 68/100 (grade C)
     Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.
636. from-the-other-side-wiggins github/awesome-copilot · score 68/100 (grade C)
     Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.
637. gke-cost-optimization google/skills · score 68/100 (grade C)
     Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. Use when optimizing GKE cluster or workload costs, configuring GKE cost allocation or quotas, rightsizing CPU/memory requests, or selecting Spot VMs and machine types. Don't use for general compute class provisioning or GPU Selection (use gke-compute-classes instead).
638. onboarding coreyhaines31/marketingskills · score 68/100 (grade C)
     When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.
639. resume-quantifier Paramchoudhary/ResumeSkills · score 68/100 (grade C)
     Find opportunities to add metrics and estimate numbers when exact data unavailable
640. teach entireio/skills · score 68/100 (grade C)
     Use when a developer wants a topic-focused guided lesson built from canonical checkpoints, not a whole-repo overview. Triggers on phrases like \"teach me <topic>\", \"teach me how this repo handles\", \"how does <topic> work in this repo\", \"give me a lesson on\", \"school me on\", and \"I need to learn about\"
641. yann-lecun-debate sickn33/antigravity-awesome-skills · score 68/100 (grade C)
     Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de rejeições a afirmações mainstream, posição sobre risco existencial de IA, e técnicas de debate ao vivo.
642. bio-alignment-msa-statistics GPTomics/bioSkills · score 67/100 (grade C)
     Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics. Use when comparing alignment quality, measuring sequence divergence, and analyzing evolutionary patterns.
643. bio-atac-seq-atac-peak-calling GPTomics/bioSkills · score 67/100 (grade C)
     Call accessible chromatin regions from ATAC-seq BAM files using MACS3, MACS2, Genrich, or HMMRATAC. Use when identifying open chromatin from aligned ATAC-seq, choosing between point-source vs HMM peak callers, applying ENCODE-style pseudoreplicate IDR, removing blacklist regions, or fixing 501bp consensus peaks for downstream differential analysis.
644. bio-atac-seq-differential-accessibility GPTomics/bioSkills · score 67/100 (grade C)
     Identify differentially accessible chromatin regions across conditions using DiffBind, csaw, DESeq2, or edgeR. Use when comparing ATAC-seq accessibility between treatment groups, choosing between consensus-peak vs sliding-window approaches, picking the correct normalization (full library vs reads-in-peaks), correcting batch with SVA/RUVseq, or interpreting log2FC and FDR thresholds in a chromatin context.
645. bio-clip-seq-binding-site-annotation GPTomics/bioSkills · score 67/100 (grade C)
     Annotate CLIP-seq peaks or crosslink sites to RNA features (5'UTR, CDS, 3'UTR, intron, splice junction, snoRNA, tRNA, ncRNA, repeat elements) with ChIPseeker, RCAS, RBP-Maps (Yeo splicing regulatory maps), and bedtools, applying feature-priority hierarchies, transcript-context resolution, and metagene aggregation. Use when characterizing where in transcripts an RBP binds, comparing peak distribution across regions, generating splicing-regulatory maps relative to alternative-splicing events, or distinguishing exonic vs intronic vs UTR binding.
646. bio-clip-seq-clip-alignment GPTomics/bioSkills · score 67/100 (grade C)
     Align preprocessed CLIP-seq reads (eCLIP, iCLIP, iCLIP2, PAR-CLIP) to genome with STAR or bowtie2 using crosslink-preserving parameters, choosing between unique-mapper-only and multi-mapper-aware alignment for repeat-binding RBPs, deciding STAR vs HISAT2 memory trade-offs, and applying ENCODE-compatible filters. Use when turning preprocessed CLIP FASTQ into a deduplicated, MAPQ-filtered BAM ready for peak calling or crosslink-site detection.
647. bio-genome-assembly-short-read-assembly GPTomics/bioSkills · score 67/100 (grade C)
     Assembles a genome de novo from Illumina short reads with SPAdes (isolate/careful/sc/meta/plasmid/rna modes), MEGAHIT (low-memory, huge datasets), Unicycler (bacterial finishing/hybrid), MaSuRCA (large hybrid), ABySS (Bloom-filter), and Platanus (heterozygous diploids), using multi-k de Bruijn graphs. Covers the repeat-resolution limit, why N50 plateaus at the genome not the depth, GenomeScope2 k-mer profiling first, the heterozygosity/haplotig trap, error-correction erasing rare alleles, GC dropout, and NG50/auN/BUSCO reporting. Use when assembling a bacterial isolate, fungal, small-eukaryotic, single-cell, or metagenome genome from Illumina reads, or when deciding whether short reads can even produce the assembly being asked for.
648. bio-long-read-splicing GPTomics/bioSkills · score 67/100 (grade C)
     Analyzes alternative splicing from PacBio Iso-Seq (HiFi, Kinnex/MAS-Iso-seq) and Oxford Nanopore (direct cDNA, direct RNA, R10.4.1+) long-read RNA-seq with full-isoform resolution. Tools include FLAIR (correct/collapse/quantify/diffSplice for PacBio + ONT), IsoQuant (de-novo or annotation-guided isoform discovery 2024 SOTA), Bambu (annotation-aware Bayesian discovery + quantification with Novel Discovery Rate), SQANTI3 (isoform classification: FSM/ISM/NIC/NNC + artifact flags), rMATS-long (event calling on long-read isoforms), and minimap2 (-ax splice:hq for HiFi; -ax splice -k14 for ONT cDNA; add -uf only for direct RNA or stranded cDNA preps). Solves microexon detection, recursive splicing, complex multi-exon isoforms, and DTU without transcript-quantification uncertainty. Use when short-read AS limitations (anchor length, complex isoforms, microexons, recursive splicing, transcript ambiguity) demand full-isoform resolution.
649. bio-remote-homology GPTomics/bioSkills · score 67/100 (grade C)
     Detect distant homologs using profile and structure-aware methods that go beyond standard BLAST. Use when sequence identity falls into the twilight zone (<35% pairwise), when BLAST fails to find homologs that should exist, when working at metagenomic scale (DIAMOND, MMseqs2), or when structure beats sequence (Foldseek). Covers PSI-BLAST (iterative PSSM), jackhmmer (iterative HMM), HHblits/HHsearch (profile-profile), DIAMOND, MMseqs2, and Foldseek (3Di structural alphabet, van Kempen 2024).
650. bio-rna-quantification-featurecounts-counting GPTomics/bioSkills · score 67/100 (grade C)
     Count reads per gene from aligned BAM files using Subread featureCounts. Use when turning STAR/HISAT2 BAMs into a gene-level count matrix for DESeq2/edgeR, deciding library strandedness, handling paired-end fragment counting, choosing how to treat multi-mapping and multi-overlapping reads, or diagnosing a low assignment rate from the summary file.
651. client-report anthropics/financial-services · score 67/100 (grade C)
     Generate professional client-facing performance reports with portfolio returns, allocation breakdowns, and market commentary. Suitable for quarterly or annual distribution. Triggers on "client report", "performance report", "quarterly report for [client]", "generate reports", or "client statement".
652. ddd-context-mapping sickn33/antigravity-awesome-skills · score 67/100 (grade C)
     Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
653. ef-core github/awesome-copilot · score 67/100 (grade C)
     Get best practices for Entity Framework Core
654. first-customers slavingia/skills · score 67/100 (grade C)
     Create a strategy for selling to your first 100 customers using the minimalist entrepreneur playbook. Use when someone has a product and needs to find customers, or is struggling with early sales.
655. geo-citability sickn33/antigravity-awesome-skills · score 67/100 (grade C)
     AI citability scoring and optimization.
656. java-springboot github/awesome-copilot · score 67/100 (grade C)
     Get best practices for developing applications with Spring Boot.
657. memory-review alirezarezvani/claude-skills · score 67/100 (grade C)
     Analyze auto-memory for promotion candidates, stale entries, consolidation opportunities, and health metrics. Use when the user runs /si:memory-review or asks what has been learned and what should be promoted or pruned.
658. offer-comparison-analyzer Paramchoudhary/ResumeSkills · score 67/100 (grade C)
     Compare multiple job offers side-by-side with total compensation analysis
659. quality-manager-qmr alirezarezvani/claude-skills · score 67/100 (grade C)
     Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.
660. vscode badlogic/pi-skills · score 67/100 (grade C)
     VS Code integration for viewing diffs and comparing files. Use when showing file differences to the user.
661. windows-shell-reliability sickn33/antigravity-awesome-skills · score 67/100 (grade C)
     Reliable command execution on Windows: paths, encoding, and common binary pitfalls.
662. anti-sycophancy sickn33/antigravity-awesome-skills · score 66/100 (grade C)
     Eliminate sycophantic agreement patterns in AI responses. Load via /skill anti-sycophancy.
663. archify-review tt-a1i/archify · score 66/100 (grade C)
     Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change reviews, and code quality assessments.
664. bio-alignment-structural GPTomics/bioSkills · score 66/100 (grade C)
     Align protein structures using Foldseek 3Di, TM-align, US-align, DALI, or Foldmason for structural MSA. Predict, score, and superpose backbone coordinates when sequence identity is below the twilight zone or remote-homology detection is required. Use when sequence MSA fails (<25% identity), when the dark proteome is the target, when AlphaFoldDB / ESM Atlas search is needed, or when structural superposition is the goal.
665. bio-atac-seq-co-accessibility GPTomics/bioSkills · score 66/100 (grade C)
     Infer cis-regulatory connections (peak-to-peak co-accessibility) from scATAC-seq using Cicero, ArchR getCoAccessibility, or SCENIC+. Use when linking enhancer accessibility to promoter accessibility, identifying enhancer-gene pairs from chromatin alone (without paired RNA), running gene-regulatory inference combining ATAC + RNA, or comparing predicted regulatory contacts against Hi-C/Micro-C ground truth.
666. bio-cfdna-preprocessing GPTomics/bioSkills · score 66/100 (grade C)
     Decides how to preprocess plasma cfDNA sequencing data so the recoverable signal survives - library-prep-aware fragment expectations (dsDNA vs ssDNA/adaptase prep), UMI/duplex consensus with fgbio (ExtractUmisFromBam, GroupReadsByUmi --strategy paired for duplex, CallMolecularConsensusReads vs CallDuplexConsensusReads, FilterConsensusReads min-reads "total s1 s2"), the align->group->consensus->RE-align ordering, and the cfDNA dedup trap where naive coordinate dedup collapses nucleosome-coincident independent molecules. Covers when single-strand consensus suffices vs when duplex is mandatory, the singleton/sensitivity tax at low input, and reading the insert-size histogram as a pre-analytical QC instrument. Use when processing plasma cfDNA reads before fragmentomics, ctDNA mutation calling, or tumor-fraction estimation.
667. ddd-tactical-patterns sickn33/antigravity-awesome-skills · score 66/100 (grade C)
     Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
668. gke-observability google/skills · score 66/100 (grade C)
     Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics collection, and to troubleshoot Managed Service for Prometheus (GMP) issues such as missing metrics, unhealthy scrape targets, PodMonitoring misconfiguration, rule/alert evaluation failures, and monitoring permission errors. Don't use to configure local application logging frameworks or external APMs outside GKE.
669. iam-helper-for-policy-simulator google/skills · score 66/100 (grade C)
     Safely simulates and applies Identity and Access Management (IAM) v1 (Allow) policy changes on Google Cloud. Uses the Policy Simulator to replay historical access logs against proposed policies to prevent breaking active workloads before applying the changes. Use when simulating or applying IAM v1 allow policies across Projects, Folders, or Organizations. Don't use for analyzing IAM v2 deny policies, VPC Service Controls, or performing general policy troubleshooting.
670. java-hibernate-jpa github/awesome-copilot · score 66/100 (grade C)
     Diagnose and fix Hibernate ORM / Jakarta Persistence problems in plain Java: N+1 queries, lazy loading errors, identifier generation, entity equals/hashCode, cascades, pagination, batching, locking, caching, Lombok on entities, and Hibernate 6/7 differences. Use when reviewing or writing JPA entities, mappings, and queries. Framework-neutral.
671. remotion-captions sickn33/antigravity-awesome-skills · score 66/100 (grade C)
     Transcribing, displaying and animating captions
672. reset-cursor-acp davidondrej/skills · score 66/100 (grade C)
     Reset a stuck Cursor ACP thread in your chat app and reload its configuration. Use only when the user explicitly invokes /reset-cursor-acp.
673. tailored-resume-generator ComposioHQ/awesome-claude-skills · score 66/100 (grade C)
     Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
674. answer-first charlie947/answer-first · score 65/100 (grade C)
     Shape every answer so the action comes first. Use when the user asks for output that is short, skimmable, action-led or "no waffle", and apply it for the whole conversation once invoked, not just one reply. Triggers on "answer first", "no preamble", "no waffle", "keep it short", "just tell me what to do", "cut the fluff", "ADHD mode", or any request to stop burying the answer in paragraph four.
675. appinsights-instrumentation github/awesome-copilot · score 65/100 (grade C)
     Instrument a webapp to send useful telemetry data to Azure App Insights
676. bio-imaging-mass-cytometry-phenotyping GPTomics/bioSkills · score 65/100 (grade C)
     Assign cell types from marker expression in IMC/MIBI data using clustering (PhenoGraph/FlowSOM/Leiden/Pixie), marker-based probabilistic classifiers (Astir), or image-context CNNs (CellSighter), covering the double-positive segmentation artifact, lineage-vs-state markers, the two spillover types, and why a "cell type" in imaging is conditioned on a segmentation guess. Use when phenotyping segmented IMC cells, choosing clustering vs classification, diagnosing implausible double-positive populations, separating lineage from functional markers, or transferring labels across a cohort.
677. bio-read-alignment-bowtie2-alignment GPTomics/bioSkills · score 65/100 (grade C)
     Aligns DNA short reads to a reference with Bowtie2, choosing end-to-end (whole read must align) vs local (soft-clip read ends) mode and a sensitivity preset; the de-facto aligner for ChIP-seq, ATAC-seq, and CUT&RUN, where fragment-geometry flags (--no-mixed, --no-discordant, --dovetail, -X) and a tool-appropriate MAPQ filter feed the peak caller. Use when aligning ChIP/ATAC/CUT&RUN reads, when read ends are adapter-contaminated and need soft-clipping, or when a tunable sensitivity/speed preset is wanted. DNA variant calling prefers bwa-alignment; RNA spliced alignment is star-alignment/hisat2-alignment; the QC gate and cross-tool MAPQ scale are alignment-files; peak calling is chip-seq/atac-seq; bisulfite uses methylation-analysis/bismark-alignment.
678. bio-sra-data GPTomics/bioSkills · score 65/100 (grade C)
     Download raw sequencing reads from NCBI SRA using sra-tools (prefetch, fasterq-dump, vdb-validate) or the ENA mirror. Use when pulling FASTQ for SRR/ERR/DRR accessions, deciding between SRA-direct, ENA mirror, or AWS/GCP cloud mirror (STRIDES), handling --include-technical for 10x and other single-cell records, validating with MD5/vdb-validate, navigating SRR/SRX/SRS/SRP/PRJNA hierarchy, or finding accessions via pysradb. Encodes SRA cloud-egress economics, the fasterq-dump uncompressed-scratch trap, and the --max-size default that silently truncates large prefetches.
679. bio-variant-calling-filtering-best-practices GPTomics/bioSkills · score 65/100 (grade C)
     Filters germline and somatic variant callsets at the site and genotype level with GATK VQSR (VQSLOD, truth-sensitivity tranches), VETS/ScoreVariantAnnotations, NVScoreVariants, hard filters with per-annotation thresholds, and bcftools/cyvcf2 expressions, plus Ti/Tv-based QC. Use when deciding between VQSR, hard filtering, and ML recalibration by cohort size and platform, setting SNP vs indel thresholds, replicating the missing-annotation-passes rule so hom-alt sites survive, applying genotype-level GQ/DP filters, or validating filter impact. Not for VCF normalization (see variant-calling/variant-normalization) or summary statistics (see variant-calling/vcf-statistics).
680. continuous-learning affaan-m/ECC · score 65/100 (grade C)
     [DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1: when continuous learning, session learning, or pattern extraction is requested, route to continuous-learning-v2 instead.
681. continuous-learning affaan-m/everything-claude-code · score 65/100 (grade C)
     [DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1: when continuous learning, session learning, or pattern extraction is requested, route to continuous-learning-v2 instead.
682. datalineage-bigquery-asset-impact-analysis google/skills · score 65/100 (grade C)
     Analyzes the downstream impact (blast radius) using data lineage on Google Cloud when a BigQuery table or view is broken, stale, or modified. Identifies all downstream tables, dashboards, and processes that will be affected. Use when: - Performing a blast radius or impact analysis for a BigQuery table or view. - Assessing the consequences of modifying, deleting, or pausing updates to a BigQuery asset. - Identifying downstream dependencies (tables, dashboards, processes) of a BigQuery asset. Don't use for: - General BigQuery querying or data analysis (use BigQuery-related tools instead). - Non-BigQuery assets (e.g., Cloud Storage files) unless they are part of the BigQuery lineage. - Creating or modifying lineage links directly.
683. editorconfig github/awesome-copilot · score 65/100 (grade C)
     Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.
684. from-the-other-side-quinn github/awesome-copilot · score 65/100 (grade C)
     Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.
685. gke-ai-troubleshooting-tpu-partition-overlap google/skills · score 65/100 (grade C)
     Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or their nodes are already used by another slice or JobSet. Use when diagnosing GKE TPU slice creation failures with SliceCreationFailed partition or node conflicts. Don't use for general slice lifecycle states or slice provisioning failures without node overlap (use gke-ai-troubleshooting-tpu-dynamic-slices-monitoring), quota exhaustion, or unresponsive TPU nodes.
686. homelab-network-setup affaan-m/ECC · score 65/100 (grade C)
     Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner mistakes. Use when planning or fixing a home or homelab network — gateway, switch, AP, IP ranges, DHCP, DNS, or cabling.
687. homelab-network-setup affaan-m/everything-claude-code · score 65/100 (grade C)
     Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner mistakes. Use when planning or fixing a home or homelab network — gateway, switch, AP, IP ranges, DHCP, DNS, or cabling.
688. oral-health-analyzer sickn33/antigravity-awesome-skills · score 65/100 (grade C)
     分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。
689. sexual-health-analyzer sickn33/antigravity-awesome-skills · score 65/100 (grade C)
     Sexual Health Analyzer
690. suggest-awesome-github-copilot-instructions github/awesome-copilot · score 65/100 (grade C)
     Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.
691. tc alirezarezvani/claude-skills · score 65/100 (grade C)
     Track technical changes with structured records, a state machine, and session handoff. Usage: /tc <init|create|update|status|resume|close|export|dashboard> [args]
692. teach davidondrej/skills · score 65/100 (grade C)
     Teach the user a new skill or concept, within this workspace.
693. teach mattpocock/skills · score 65/100 (grade C)
     Teach the user a new skill or concept, within this workspace.
694. threejs-interaction cloudai-x/threejs-skills · score 65/100 (grade C)
     Picking with raycasting, camera controls, transform gizmos, drag, hover and box selection for three.js, identical under WebGL and WebGPU. Use when handling mouse, touch or keyboard input, detecting clicks on 3D objects, adding camera controls, or making scene objects interactive.
695. writing-beats mattpocock/skills · score 65/100 (grade C)
     Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.
696. 3d-games sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     3D game development principles. Rendering, shaders, physics, cameras.
697. bio-causal-genomics-fine-mapping GPTomics/bioSkills · score 64/100 (grade D)
     Resolves GWAS associations to candidate causal variants and credible sets via SuSiE, susie_rss, FINEMAP, CAVIAR, DAP-G, PAINTOR, PolyFun, SuSiEx, MultiSuSiE, and FOCUS. Use when narrowing a GWAS lead SNP to a 95 percent credible set, choosing between in-sample and reference LD, calibrating non-sparse loci with SuSiE-inf or FINEMAP-inf, integrating functional priors via PolyFun, fine-mapping across ancestries with SuSiEx, diagnosing LD mismatch via estimate_s_rss and kriging_rss, handling HLA or long-range LD, or feeding credible sets into coloc.susie for colocalization.
698. bio-causal-genomics-proteome-mr-drug-target GPTomics/bioSkills · score 64/100 (grade D)
     Runs cis-pQTL Mendelian randomization for drug-target validation using UKB-PPP (Olink), deCODE (SomaScan), Fenland, INTERVAL, ARIC, and FinnGen-PPP proteomes plus colocalization triangulation, phenome-wide on-target adverse-effect scans, cross-platform Olink/SomaScan replication, and PAV (protein-altering variant) sensitivity. Use when nominating or de-risking a drug target from plasma-proteome GWAS, mimicking pharmacological inhibition via cis-pQTL instruments, separating shared-causal from LD-confounded signal under the Schmidt 2020 cis-MR framework, screening on-target adverse phenotypes pheWAS-style, or producing publication-grade STROBE-MR plus PP.H4 evidence for a target gene.
699. bio-chipseq-differential-binding GPTomics/bioSkills · score 64/100 (grade D)
     Identifies differentially bound ChIP-seq regions between conditions using DiffBind, csaw (sliding windows), DESeq2/edgeR/PyDESeq2 on count matrices, NormR (control-aware), or MAnorm2. Distinguishes three distinct normalization problems (composition bias, trended bias, global shifts) and matches each to its appropriate fix including spike-in scaling. Use when comparing ChIP-seq binding between experimental conditions, choosing normalization for global vs local changes, integrating spike-in data, or reconciling DiffBind/DESeq2 disagreement.
700. caveman JuliusBrussee/caveman · score 64/100 (grade D)
     Terse caveman voice: answer first, fluff gone, every technical fact kept. Use for /caveman, "caveman mode", "talk like caveman", "be brief", "less tokens". Stays on until "stop caveman" or "normal mode".
701. client-review anthropics/financial-services · score 64/100 (grade D)
     Prepare for client review meetings with portfolio performance summary, allocation analysis, talking points, and action items. Pulls together account data into a concise meeting-ready format. Use before quarterly reviews, annual checkups, or ad-hoc client meetings. Triggers on "client review", "meeting prep for [client]", "quarterly review", "prep for [client name]", or "client meeting".
702. create-spring-boot-java-project github/awesome-copilot · score 64/100 (grade D)
     Create Spring Boot Java Project Skeleton
703. goal-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。
704. mental-health-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。
705. nutrition-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。
706. rehabilitation-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议
707. signal-from-expert davidondrej/skills · score 64/100 (grade D)
     Compare the user''s notes with an expert''s work on a topic. Return relevant exact quotes, source locations, and at least one gap in the user''s thinking. Use only when /signal-from-expert is explicitly invoked.
708. sleep-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。
709. tcm-constitution-analyzer sickn33/antigravity-awesome-skills · score 64/100 (grade D)
     分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。
710. threejs-animation cloudai-x/threejs-skills · score 64/100 (grade D)
     Keyframe, skeletal and morph-target animation, procedural motion and clip blending, on WebGL or with WebGPU and TSL. Use when animating objects, playing glTF animations, posing bones, driving morph targets, or mixing and crossfading clips.
711. threejs-shaders cloudai-x/threejs-skills · score 64/100 (grade D)
     Custom GLSL vertex and fragment shaders: uniforms, varyings, shader chunks, extending built-in materials, instanced attributes, plus the same effects as node materials with TSL on WebGPU. Use when writing a shader, a custom material or effect, moving vertices in a shader, or porting GLSL to TSL.
712. youtube-transcript badlogic/pi-skills · score 64/100 (grade D)
     Fetch transcripts from YouTube videos for summarization and analysis.
713. baoyu-compress-image JimLiu/baoyu-skills · score 63/100 (grade D)
     Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.
714. bio-causal-genomics-genetic-correlation GPTomics/bioSkills · score 63/100 (grade D)
     Estimates bivariate genetic correlation (rg) between traits from GWAS summary statistics or individual-level genotypes using cross-trait LDSC, HDL, LAVA, rho-HESS, GREML-bivariate, Popcorn, and HDL-L. Use when quantifying shared genetic architecture between two traits, screening MR validity before causal inference, distinguishing global from locus-level rg, estimating trans-ancestry rg, separating partial from full causation via LCV gcp, or producing a STROBE-MR-compliant cross-trait sensitivity battery. Cross-trait LDSC intercept absorbs sample overlap and is NOT a bias; HDL is biased under sample overlap above ~5%. High rg between exposure and outcome motivates CHP-aware MR sensitivity (CAUSE, LHC-MR).
715. bio-chipseq-spike-in-normalization GPTomics/bioSkills · score 63/100 (grade D)
     Normalizes ChIP-seq data using exogenous spike-in (ChIP-Rx with Drosophila chromatin per Orlando 2014 / Egan 2016; E. coli carryover for CUT&RUN/CUT&Tag). Distinguishes RRPM from Rx-Input scaling, integrates with DiffBind / DESeq2 / edgeR / csaw via sizeFactors and DiffBind library-size vectors, applies the Patel et al 2024 *Nat Biotechnol* failure-mode framework, and validates that normalization is applied at the read level (not peak counts). Use when global signal shifts are expected (HDACi, BETi, EZH2i, dosage, target knockdown), when ChIPseqSpikeInFree detects post-hoc shifts, or when validating internal-control regions before publication.
716. bio-clip-seq-clip-qc GPTomics/bioSkills · score 63/100 (grade D)
     Comprehensive quality control for CLIP-seq libraries (eCLIP, iCLIP, iCLIP2, PAR-CLIP) covering library complexity (preseq), FRiP, IDR replicate reproducibility, read-distribution metagene, SMInput vs IgG control rationale, rRNA / snoRNA contamination, fragment-length distribution, and ENCODE-compliance thresholds. Use when assessing whether a CLIP library passed, deciding lenient vs stringent peak thresholds, comparing replicates with IDR rescue and self-consistency ratios, or distinguishing failed IP from over-amplified library.
717. guard garrytan/gstack · score 63/100 (grade D)
     Full safety mode: destructive command warnings + directory-scoped edits. (gstack)
718. moatmri sickn33/antigravity-awesome-skills · score 63/100 (grade D)
     Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.
719. threejs-lighting cloudai-x/threejs-skills · score 63/100 (grade D)
     Light types and physical units, shadow maps, HDR environment lighting, light probes, and lighting performance, on WebGL or with WebGPU and TSL. Use when adding or tuning lights, fixing shadow acne, setting up image-based lighting, or dimming an environment map.
720. using-superpowers obra/superpowers · score 63/100 (grade D)
     Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
721. vscode-ext-localization github/awesome-copilot · score 63/100 (grade D)
     Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices
722. bio-clinical-biostatistics-trial-reporting GPTomics/bioSkills · score 62/100 (grade D)
     Prepares statistical reports for clinical trials following CONSORT 2025, SPIRIT 2025, ICH E9(R1) estimands, and FDA 2023 covariate adjustment guidance. Covers Table 1 generation, analysis populations (ITT/FAS/PP/Safety), the 5 ICH E9(R1) intercurrent-event strategies, MMRM under MAR (mmrm), reference-based MI (rbmi J2R/CR/CIR), Permutt tipping-point sensitivity, and Rubin's-rules vs frequentist variance debate. Use when preparing regulatory submissions, defining estimands, or implementing missing-data sensitivity analyses.
723. bio-population-genetics-linkage-disequilibrium GPTomics/bioSkills · score 62/100 (grade D)
     Computes linkage disequilibrium (r2, D', composite Rogers-Huff r2), prunes correlated variants, clumps GWAS summary statistics to lead SNPs, and defines haplotype blocks with PLINK 1.9/2.0 and scikit-allel. r2 and D' answer different questions - r2 (= chi2/N) is the tagging and GWAS-power currency, D' marks observed recombination and is upward-biased for rare variants. PLINK 2.0 has no bare --r2 (split into --r2-phased and --r2-unphased); pruning (--indep-pairwise, genotype-blind) and clumping (--clump, p-value-aware) are distinct operations that are constantly confused. The clumping or fine-mapping LD reference must be ancestry-matched or it fails silently into false credible sets. Use when calculating LD, pruning variants for PCA or structure, clumping GWAS hits, or selecting tag SNPs. For QC see plink-basics; for PCA see population-structure; fine-mapping is causal-genomics/fine-mapping.
724. company-values slavingia/skills · score 62/100 (grade D)
     Help define company values and culture for a minimalist business. Use when someone is setting up their company culture, preparing to hire, or wanting to codify what their company stands for.
725. dd-checklist anthropics/financial-services · score 62/100 (grade D)
     Generate and track comprehensive due diligence checklists tailored to the target company's sector, deal type, and complexity. Covers all major workstreams with request lists, status tracking, and red flag escalation. Use when kicking off diligence, organizing a data room review, or tracking outstanding items. Triggers on "dd checklist", "due diligence tracker", "diligence request list", "what do we still need", or "data room review".
726. desk-open github/awesome-copilot · score 62/100 (grade D)
     Create and open a new desk in the workshop. Sets up the folder structure, initial journal, and desk identity so the next session that sits down finds the trail.
727. em-dash github/awesome-copilot · score 62/100 (grade D)
     Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en dashes, defaulting to never using them and replacing any found with a hyphen (-). Includes strong knowledge of punctuation marks and the proper usage of punctuation characters when writing comments.
728. evm-token-decimals affaan-m/ECC · score 62/100 (grade D)
     Prevent silent decimal mismatch bugs across EVM chains. Covers runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe normalization for bots, dashboards, and DeFi tools. Use when handling token amounts across EVM chains, or when a balance, price, or transfer amount is off by orders of magnitude.
729. evm-token-decimals affaan-m/everything-claude-code · score 62/100 (grade D)
     Prevent silent decimal mismatch bugs across EVM chains. Covers runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe normalization for bots, dashboards, and DeFi tools. Use when handling token amounts across EVM chains, or when a balance, price, or transfer amount is off by orders of magnitude.
730. hard-call alirezarezvani/claude-skills · score 62/100 (grade D)
     /em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line.
731. kaggle-learner Galaxy-Dawn/claude-scholar · score 62/100 (grade D)
     This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.
732. orbit-card heygen-com/hyperframes · score 62/100 (grade D)
     A single feature card orbits a dot sphere on approved Blender camera motion. HyperFrames block, 1920×1080, 10s, 4 variables.
733. pr mattpocock/skills · score 62/100 (grade D)
     Use when writing a PR body.
734. setup-help davidondrej/skills · score 62/100 (grade D)
     Guide setup one step at a time and show what remains. Use only when the user explicitly asks for it by name.
735. threejs-fundamentals cloudai-x/threejs-skills · score 62/100 (grade D)
     Three.js scene setup: scenes and fog, cameras, the renderer and tone mapping, the animation loop, object hierarchies, transforms, core math and cleanup, on WebGL or with WebGPU and TSL. Use when creating a scene from scratch, configuring a camera or renderer, handling resize, or arranging objects.
736. workshop-create github/awesome-copilot · score 62/100 (grade D)
     Create a new workshop or use an existing directory as one. Handles two paths: (A) use an existing local directory the operator points at, or (B) create a new private GitHub repo in the signed-in account. Never creates a repo inside another repo.
737. bio-chipseq-super-enhancers GPTomics/bioSkills · score 61/100 (grade D)
     Identifies super-enhancers from H3K27ac, MED1, or BRD4 ChIP-seq using ROSE, ROSE2, LILY, HOMER -style super, and ENCODE dELS cross-referencing. Handles peak stitching parameters, ranking choices, hockey-stick inflection, marker choice (H3K27ac vs MED1/BRD4), and cross-condition comparison with spike-in normalization. Constructs core regulatory circuitry (Saint-Andre 2016) from SE-encoded TFs. Use when identifying cell-identity / cancer-associated regulatory domains, comparing super-enhancers between conditions, identifying master transcription factor networks, or predicting BET-inhibitor responsiveness.
738. bio-single-cell-hashing-demultiplexing GPTomics/bioSkills · score 61/100 (grade D)
     Assign cells to their sample of origin from cell or nucleus hashing (CITE-seq HTOs, MULTI-seq lipid/cholesterol tags, CellPlex CMOs) and call cross-sample doublets using Seurat HTODemux/MULTIseqDemux, hashsolo, demuxEM, GMM-Demux, and demuxmix. Use when assigning pooled hashed cells back to their sample, calling cross-sample doublets from HTO counts, choosing a demultiplexing method, deciding between hashtag and genetic demultiplexing, or rescuing an oversized Negative pile from weak HTO staining or ambient spillover.
739. bio-spatial-transcriptomics-high-resolution-binning GPTomics/bioSkills · score 61/100 (grade D)
     Reconstructs single cells from sub-cellular spatial capture units (Visium HD 2um bins, Stereo-seq DNB spots, Slide-seqV2 beads) by aggregating bins UP into cells rather than deconvolving a mixture DOWN. Use when choosing a bin size and recognizing the sparsity-vs-mixture dilemma (2um bins are too sparse to cluster, but binning to 8/16um re-creates the multi-cell mixture deconvolution was meant to escape); deciding between morphology-driven cell reconstruction (Bin2cell -- StarDist/Cellpose nuclei on a registered H&E/DAPI image, then assign 2um bins to nuclei) and fixed-bin aggregation by whether a co-registered cell image exists; recognizing this as the INVERSE of deconvolution (bin UP, not mix DOWN -- this is the AMBIGUOUS regime of the resolution fork); and handling each platform (Visium HD has an image so reconstruct, Slide-seqV2 has no per-bead image so aggregate or deconvolve, Stereo-seq depends on a registered stain).
740. bio-variant-annotation GPTomics/bioSkills · score 61/100 (grade D)
     Annotates VCF variants with functional consequences, population frequencies, and pathogenicity scores using bcftools annotate/csq, Ensembl VEP, SnpEff, and ANNOVAR. Use when deciding which annotation engine and version to pin, which transcript set to report on (RefSeq vs Ensembl vs MANE Select/Plus Clinical, and why VEP --pick is dangerous clinically), how to reconcile HGVS 3'-shifting with VCF left-alignment, which consequence plus NMD status governs PVS1 eligibility, which single calibrated predictor to use for PP3/BP4 (REVEL, AlphaMissense, CADD, SpliceAI deltas), or how to read gnomAD v2/v3/v4 grpmax filtering allele frequency instead of one global AF cutoff. Not for ACMG combining rules or final classification (see variant-calling/clinical-interpretation).
741. canopy-part-title heygen-com/hyperframes · score 61/100 (grade D)
     Leaves sweep through the frame and part to reveal the headline. HyperFrames block, 1920×1080, 12s, 11 variables.
742. career-changer-translator Paramchoudhary/ResumeSkills · score 61/100 (grade D)
     Translate skills from one industry to another, identify transferable skills
743. gke-ai-troubleshooting-tpu-slice-mig-stuck-updating google/skills · score 61/100 (grade D)
     Diagnose and resolve GKE TPU Dynamic Slice creation and JobSet scheduling failures blocked by underlying Compute Engine managed instance groups (MIGs) stuck in an updating or unstable state (isStable=False). Use when TPU slice creation fails with a SliceCreationFailed status reason, when JobSets remain stuck in pending, or when MIG status reflects isStable=False or versionTarget.isReached=False during TPU slice formation. Don't use for SliceCreationFailed causes unrelated to MIG stability (use gke-ai-troubleshooting-tpu-dynamic-slices-monitoring) or general pod scheduling failures unrelated to TPU slices.
744. glass-shard-title heygen-com/hyperframes · score 61/100 (grade D)
     Glass shards fly in through fog and tile themselves into the headline. HyperFrames block, 1920×1080, 12.16s, 19 variables.
745. processize slavingia/skills · score 61/100 (grade D)
     Turn a product idea into a manual-first process you can start delivering today. Use when you have an idea and want to figure out how to deliver value by hand before writing any code.
746. qdrant-scaling github/awesome-copilot · score 61/100 (grade D)
     Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.
747. resume-version-manager Paramchoudhary/ResumeSkills · score 61/100 (grade D)
     Track different resume versions, maintain master resume, manage tailored versions
748. travel-health-analyzer sickn33/antigravity-awesome-skills · score 61/100 (grade D)
     分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。
749. what-context-needed github/awesome-copilot · score 61/100 (grade D)
     Ask Copilot what files it needs to see before answering a question
750. wireframe-portal-title heygen-com/hyperframes · score 61/100 (grade D)
     A wireframe portal bursts open, the title comes through, then its letters swap into a second phrase. HyperFrames block, 1920×1080, 8s, 9 variables.
751. application-form-filler Paramchoudhary/ResumeSkills · score 60/100 (grade D)
     Fill out job application form fields with context-aware, tailored answers drawn from the candidate's CV and the job description
752. ask-matt mattpocock/skills · score 60/100 (grade D)
     Ask which skill or flow fits your situation. A router over the skills in this repo.
753. bench-read github/awesome-copilot · score 60/100 (grade D)
     Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.
754. bio-gene-regulatory-networks-perturbation-simulation GPTomics/bioSkills · score 60/100 (grade D)
     Simulate transcription factor perturbation effects on cell state in silico with CellOracle and Dynamo, and predict transcriptional responses to genetic perturbations with GEARS, scGen, and CPA. Covers the direction-not-magnitude principle, local-linear validity, the GRN/velocity error it inherits, baseline discipline (mean and additive baselines), and the validation gap. Use when predicting TF knockout or overexpression effects, ranking driver TFs for fate transitions, or planning perturbation experiments. For GRN construction see multiomics-grn; for experimental Perturb-seq see single-cell/perturb-seq.
755. bio-structural-biology-interface-analysis GPTomics/bioSkills · score 60/100 (grade D)
     Maps protein-protein and protein-ligand interfaces with Bio.PDB, computing contact residues and buried surface area (BSA). Use when choosing a contact cutoff and stating its rationale (heavy-atom 4-5A vs CA-CA 8A vs a SASA-based definition); deciding a contact list is not an interface and computing buried surface area (dSASA/BSA) instead; distinguishing a genuine biological interface from a crystal-packing artifact; identifying ligand-contact or epitope residues; and computing on the biological assembly rather than the asymmetric unit. Keywords interface, buried surface area, BSA, contacts, NeighborSearch, PISA, crystal packing, epitope, binding site, ShrakeRupley.
756. caveman-help JuliusBrussee/caveman · score 60/100 (grade D)
     Quick-reference card for the three caveman skills and their commands. Trigger: /caveman-help or "caveman help".
757. code-slice-hero heygen-com/hyperframes · score 60/100 (grade D)
     A tiled headline surface flips cell by cell under a sweeping depth field to reveal the rear headline. HyperFrames block, 1920×1080, 8s, 18 variables.
758. competitor-tracking Eronred/aso-skills · score 60/100 (grade D)
     When the user wants to monitor competitor apps on an ongoing basis — tracking metadata changes, keyword shifts, screenshot updates, rating trends, or new features. Use when the user mentions "competitor monitoring", "track competitors", "competitor alert", "competitor changed their title", "watch a competitor app", "competitor weekly report", "competitive intelligence", or "what changed in competitor's listing". For a one-time deep competitive analysis, see competitor-analysis. For market-wide chart movements, see market-movers.
759. create-github-issues-feature-from-implementation-plan github/awesome-copilot · score 60/100 (grade D)
     Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.
760. debian-linux-triage github/awesome-copilot · score 60/100 (grade D)
     Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
761. financial-health alirezarezvani/claude-skills · score 60/100 (grade D)
     Run financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecasts. Usage: /financial-health <ratios|dcf|budget|forecast> <data.json>
762. ponytail-help DietrichGebert/ponytail · score 60/100 (grade D)
     Quick reference for ponytail levels, skills and commands. One-shot display. Use for /ponytail-help, "ponytail help", "how do I use ponytail".
763. qdrant-version-upgrade github/awesome-copilot · score 60/100 (grade D)
     Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
764. sprint-health alirezarezvani/claude-skills · score 60/100 (grade D)
     Sprint health scoring and velocity analysis for agile teams. Usage: /sprint-health <analyze|velocity> [options]
765. user-story alirezarezvani/claude-skills · score 60/100 (grade D)
     Generate user stories with acceptance criteria and sprint planning. Usage: /user-story <generate|sprint> [options]
766. youtube-downloader ComposioHQ/awesome-claude-skills · score 60/100 (grade D)
     Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.
767. 10-andruia-skill-smith sickn33/antigravity-awesome-skills · score 59/100 (grade D)
     Usar para crear o mejorar una skill de Andru.ia: define entradas y resultados, redacta SKILL.md con ejemplos y límites, valida la estructura y prepara una PR.
768. bio-imaging-mass-cytometry-quality-metrics GPTomics/bioSkills · score 59/100 (grade D)
     Quality control for IMC/MIBI data across pixel, channel, image, slide, and batch levels, covering Poisson-count SNR (cell-level Gaussian-mixture and empty-channel comparison), spillover-matrix QC (the three physical sources), drift and the missing EQ-bead analog, acquisition artifacts, and sample-of-origin batch effects. Use when deciding whether to keep or drop a channel, ROI, or slide, distinguishing a dim antibody from a failed one, reading a spillover matrix, or diagnosing batch-driven clustering before analysis.
769. bio-spatial-transcriptomics-spatial-data-io GPTomics/bioSkills · score 59/100 (grade D)
     Loads spatial transcriptomics data from Visium, Visium HD, Xenium, MERFISH/MERSCOPE, CosMx, Slide-seq/Curio, and Stereo-seq into AnnData or SpatialData using spatialdata-io and Squidpy. Use when deciding which platform class is in hand (imaging/in-situ vs sequencing/capture), which reader matches the platform (spatialdata_io.xenium/merscope/cosmx vs squidpy.read.visium/vizgen/nanostring), whether to work from the per-transcript molecule table (the re-segmentable source of truth) or the segmentation-derived per-cell matrix (quality-filtered, inherits all segmentation error), whether a molecule table even exists (spot platforms have none), and how to keep coordinate frames and units (pixel vs micron) registered to histology.
770. bio-spatial-transcriptomics-spatial-multiomics GPTomics/bioSkills · score 59/100 (grade D)
     Integrates spatial RNA with a second modality (protein, ATAC, or histone marks) on spatial CITE-seq, DBiT-seq, spatial-ATAC, or Visium CytAssist data. Use when deciding vertical (same-pixel co-profiling -> WNN/MOFA joint factors) versus diagonal (serial adjacent sections -> registration via PASTE/STalign) integration; recognizing that modalities from serial sections are DIFFERENT cells so joint same-cell methods do not apply; handling a bounded antibody/feature panel where absence is uninformative; or treating a pixel/spot as a multi-cell mixture rather than a single cell.
771. careful garrytan/gstack · score 59/100 (grade D)
     Safety guardrails for destructive commands. (gstack)
772. family-health-analyzer sickn33/antigravity-awesome-skills · score 59/100 (grade D)
     整理家族病史和已知健康记录，识别需要医生或遗传咨询师评估的线索，不计算未经验证的个体发病概率
773. gl-recon anthropics/financial-services · score 59/100 (grade D)
     Reconcile general ledger to subledger for a trade date or period — match at the position or transaction level, surface breaks, and classify each break by likely cause. Use for daily or month-end recon runs across asset classes.
774. hackernews-frontpage garrytan/gstack · score 59/100 (grade D)
     Scrape the Hacker News front page (titles, points, comment counts).
775. kyc-rules anthropics/financial-services · score 59/100 (grade D)
     Apply the firm's KYC/AML rules grid to a parsed onboarding record — assign a risk rating, list every rule outcome with the rule cited, and flag what's missing or escalation-worthy. Use after kyc-doc-parse; this skill decides nothing, it scores and routes.
776. minimalist-review slavingia/skills · score 59/100 (grade D)
     Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decide between options.
777. ponytail-debt DietrichGebert/ponytail · score 59/100 (grade D)
     List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger. One-shot report, changes nothing. Use for "ponytail debt", "what did ponytail defer", "list the shortcuts", /ponytail-debt.
778. to-questionnaire mattpocock/skills · score 59/100 (grade D)
     Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
779. ultracave JuliusBrussee/caveman · score 59/100 (grade D)
     Caveman at maximum compression: fragments, one word when one word is enough, each fact once. Invoke only with /ultracave or /caveman ultra. Stays on until "stop caveman" or "normal mode".
780. vscode-ext-commands github/awesome-copilot · score 59/100 (grade D)
     Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices
781. weightloss-analyzer sickn33/antigravity-awesome-skills · score 59/100 (grade D)
     分析减肥数据、计算代谢率、追踪能量缺口、管理减肥阶段
782. comptable romainsimon/paperasse · score 58/100 (grade D)
     Comptabilité, fiscalité et facturation pour entreprises françaises. Gère écritures PCG, déclarations TVA, IS/IR, clôture annuelle, liasse fiscale (2033/2065), FEC, états financiers, et chaîne facturation (mentions obligatoires, numérotation, Factur-X/UBL/CII, plateformes agréées PDP/PA, e-reporting, réforme 2026, PEPPOL). Utiliser dès qu'une question porte sur comptabilité française, TVA, impôts, bilan, compte de résultat, amortissement, PCA, clôture, facture, avoir, devis, acompte, facturation électronique, ou e-invoicing.
783. occupational-health-analyzer sickn33/antigravity-awesome-skills · score 58/100 (grade D)
     分析职业健康数据、识别工作相关健康风险、评估职业健康状况、提供个性化职业健康建议。支持与睡眠、运动、心理健康等其他健康数据的关联分析。
784. arch-linux-triage github/awesome-copilot · score 57/100 (grade D)
     Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.
785. bio-gene-regulatory-networks-grn-inference GPTomics/bioSkills · score 57/100 (grade D)
     Infer gene regulatory networks from bulk or general expression data with mutual-information (ARACNe) and tree-ensemble (GENIE3, GRNBoost2) methods, and infer transcription-factor protein activity from regulons with VIPER and msVIPER. Covers the activity-not-edges paradigm, the undirected-association caveat, the DREAM5 wisdom-of-crowds and method-complementarity result, AUPRC-over-AUROC evaluation, and gold-standard incompleteness. Use when inferring a regulatory network from a bulk expression matrix, finding master regulators, or scoring TF activity from a signature. For single-cell motif-pruned regulons see scenic-regulons; for co-expression modules see coexpression-networks.
786. centos-linux-triage github/awesome-copilot · score 57/100 (grade D)
     Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.
787. csharp-async github/awesome-copilot · score 57/100 (grade D)
     Get best practices for C# async programming
788. fedora-linux-triage github/awesome-copilot · score 57/100 (grade D)
     Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.
789. fitness-analyzer sickn33/antigravity-awesome-skills · score 57/100 (grade D)
     分析运动数据、识别运动模式、评估健身进展，并提供个性化训练建议。支持与慢性病数据的关联分析。
790. megacave JuliusBrussee/caveman · score 57/100 (grade D)
     Caveman in Classical Chinese: 文言文 register, far fewer characters, technical terms verbatim. Invoke only with /megacave or /caveman wenyan. Stays on until "stop caveman" or "normal mode".
791. okr alirezarezvani/claude-skills · score 57/100 (grade D)
     Generate OKR cascades from company strategy to team objectives. Usage: /okr generate <strategy>
792. pricing slavingia/skills · score 57/100 (grade D)
     Help figure out pricing for a product or service using minimalist entrepreneur principles. Use when someone is setting prices, considering price changes, or struggling with what to charge.
793. tech-debt alirezarezvani/claude-skills · score 57/100 (grade D)
     Scan, prioritize, and report technical debt. Usage: /tech-debt <scan|prioritize|report> [options]
794. transcribe badlogic/pi-skills · score 57/100 (grade D)
     Local speech-to-text transcription on Apple Silicon macOS. Supports wav directly and other audio formats via ffmpeg.
795. travel-planner sickn33/antigravity-awesome-skills · score 57/100 (grade D)
     旅行/行程规划需求时使用:规划去某地旅行、X天X城、带老人孩子、自驾、假期安排等。产出逐日行程表、预算估算(经济/舒适/奢华三档)、交通住宿建议、景点美食清单。必须先问预算,预算未确认只输出问题清单;事实数据带来源和查询日期。
796. project-health alirezarezvani/claude-skills · score 56/100 (grade D)
     Portfolio health dashboard and risk matrix analysis. Usage: /project-health <dashboard|risk> [options]
797. caveman-explore JuliusBrussee/caveman · score 55/100 (grade D)
     Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line citations only; its reads stay out of main context.
798. writing-fragments mattpocock/skills · score 55/100 (grade D)
     Writing, explore: mine raw fragments, no structure yet.
799. rename davidondrej/skills · score 54/100 (grade D)
     Manually-invoked skill that renames the current thread or session to 2-5 lowercase descriptive words. Use when the user says "rename", "rename this", "rename thread", or "rename session".
800. rice alirezarezvani/claude-skills · score 54/100 (grade D)
     RICE feature prioritization with scoring and capacity planning. Usage: /rice prioritize <features.csv> [options]
801. alpha garrytan/gstack · score 53/100 (grade D)
     Fixture dispatcher with a mode table and forced-read references.
802. self-archive davidondrej/skills · score 53/100 (grade D)
     Archive the current Cloudroom thread and release its runtime. Use only when the user explicitly asks to self-archive, archive yourself, or archive this thread.
803. unfreeze garrytan/gstack · score 53/100 (grade D)
     Clear the freeze boundary set by /freeze, allowing edits to all directories again. (gstack)
804. next-intl-add-language github/awesome-copilot · score 49/100 (grade F)
     Add new language to a Next.js + next-intl application
805. beta garrytan/gstack · score 45/100 (grade F)
     Clean fixture tool skill with no forced reads and no mode table.
806. stop-overthinking davidondrej/skills · score 45/100 (grade F)
     Manually-invoked skill that stops overthinking and forces a short, practical decision. Use only when the user explicitly invokes stop-overthinking.
807. file-tree davidondrej/skills · score 44/100 (grade F)
     Manually-invoked skill that prints a nice file tree of the current topic in a code block. Use when the user says "file-tree" or "file tree".
808. keep-track davidondrej/skills · score 42/100 (grade F)
     Keep track of open topics and decisions. Use when the user says "keep-track" or asks to keep a running list of remaining items.
809. wait-what mattpocock/skills · score 41/100 (grade F)
     Stop. That last message did not land: re-pitch it.
810. missing-frontmatter luongnv89/asm · score 35/100 (grade F)