Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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security-hardening
Security best practices for Shopify Apps. Covers OWASP Top 10, authentication, data protection, webhook verification, and secure coding patterns for Remix applications.
majiayu000/claude-skill-registry 163
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use-verify
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs
majiayu000/claude-skill-registry 163
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scikit-learn
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
majiayu000/claude-skill-registry 163
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ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
majiayu000/claude-skill-registry 163
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Dark Matter Analyzer
Analyze repositories to reveal unseen patterns, strategic drift, and organizational health. Use when assessing repository coherence, diagnosing project issues, identifying documentation inflation, or understanding why a codebase feels misaligned with its stated goals.
majiayu000/claude-skill-registry 163
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gh-review-pr
Comprehensively review a pull request including code changes, CI status, and adherence to project standards. Use when asked to review a PR.
majiayu000/claude-skill-registry 163
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Peer Reviewer
Conduct thorough peer reviews of academic and technical documents
majiayu000/claude-skill-registry 163
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extract-page
Extract a single page from a PDF as a PNG image for quick preview.
majiayu000/claude-skill-registry 163
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twitter-collector
Twitter 数据采集到数据库的完整自动化工作流（采集→筛选→Grok 转换→数据库录入）
majiayu000/claude-skill-registry 163
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unikraft
Kraft CLI commands for building and deploying Unikraft unikernels. Use when working with Kraftfiles, deploying to Unikraft Cloud, or managing unikernel instances.
majiayu000/claude-skill-registry 163
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prompt-forge
Shape, refine, and stabilize human intent into a canonical prompt artifact. Iteratively clarifies ambiguity until user confirms readiness.
majiayu000/claude-skill-registry 163
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bio-longread-structural-variants
Detect structural variants from long-read alignments using Sniffles, cuteSV, and SVIM. Use when detecting deletions, insertions, inversions, translocations, or complex rearrangements from ONT or PacBio data, especially those missed by short-read methods.
majiayu000/claude-skill-registry 163
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sales-metrics
Sales metrics frameworks with leading/lagging indicators, benchmarks, and capacity models.
majiayu000/claude-skill-registry 163
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langchain-hello-world
Create a minimal working LangChain example.
Use when starting a new LangChain integration, testing your setup,
or learning basic LangChain patterns with chains and prompts.
Trigger with phrases like "langchain hello world", "langchain example",
"langchain quick start", "simple langchain code", "first langchain app".
majiayu000/claude-skill-registry 163
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mcp-catalog
Catalog of Top Open Source MCP Servers (2025 Edition). Includes Android, Browser, Docker, Google Cloud, etc.
majiayu000/claude-skill-registry 163
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start-task-sensei-hacker-inav-claude
Start task or begin project with lock acquisition and branch setup
majiayu000/claude-skill-registry 163
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di-mockable-services
Design injectable, mockable services (interfaces + composition root)
majiayu000/claude-skill-registry 163
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local-ci
remote CI (GitHub Actions) 相当のチェックをローカルで実行。Biome check、テスト、ビルドを並列実行し、全てのチェックが成功したことを確認する。PR作成前の事前チェックに使用。
majiayu000/claude-skill-registry 163
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analyzing-kb-gaps
Use when you have Knowledge Base exports and want to identify user pain points, missing articles, and AI assistance opportunities.
majiayu000/claude-skill-registry 163
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secrets-guardian
Protect repositories from accidental secret commits. Essential when working with AI agents.
Use when: setting up new project, adding pre-commit hooks, scanning for secrets, fixing leaked credentials.
Triggers: "настрой защиту секретов", "setup secrets", "check secrets", "scan secrets", "проверь секреты", "pre-commit", "gitleaks".
PROACTIVELY suggest when creating new projects or when .pre-commit-config.yaml is missing.
majiayu000/claude-skill-registry 163
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screenshot-analyzer
Analyze screenshots with accurate coordinate mapping for UI debugging and Playwright testing. Use when debugging UI issues from screenshots, creating precise click targets, or implementing visual test automation.
majiayu000/claude-skill-registry 163
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7-replicates-incorporation-bisnake2001-chromskills-2
majiayu000/claude-skill-registry 163
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voice-analyzer
Analyze writing samples to create a codified voice style guide. This skill extracts patterns, techniques, and characteristics from example writing and generates a reusable voice skill that can be used with anti-ai-writing for consistent, authentic content creation. Use when establishing a new voice style from scratch.
majiayu000/claude-skill-registry 163
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scienceworld-process-monitor
This skill observes the state of an active apparatus and its contents to track progress. It should be triggered periodically during a heating or reaction process to check for state changes (e.g., solid to liquid). The skill uses 'look at' or 'examine' actions on the apparatus and substance.
majiayu000/claude-skill-registry 163