Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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gate-6-build-zerobias-org-module
majiayu000/claude-skill-registry 163
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exa-policy-guardrails
Implement Exa lint rules, policy enforcement, and automated guardrails.
Use when setting up code quality rules for Exa integrations, implementing
pre-commit hooks, or configuring CI policy checks for Exa best practices.
Trigger with phrases like "exa policy", "exa lint",
"exa guardrails", "exa best practices check", "exa eslint".
majiayu000/claude-skill-registry 163
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production-checklist
Production readiness checklist before module release
majiayu000/claude-skill-registry 163
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architecture-review-and-approval
Run structured architecture reviews with stakeholders and sign-off.
majiayu000/claude-skill-registry 163
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bio-workflows-clip-pipeline
End-to-end CLIP-seq analysis from FASTQ to binding sites and motif enrichment. Use when analyzing protein-RNA interactions from CLIP-based methods.
majiayu000/claude-skill-registry 163
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moodboard-creator
Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation.
majiayu000/claude-skill-registry 163
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nfr-to-user-impact
将技术性的NFR（非功能需求）约束转换为用户能感知的影响描述，用业务语言解释技术约束的价值。适合在NFR定义完成后、需要向客户或管理层解释时使用，当NFR过于技术化时。帮助不熟悉技术术语的PM/客户/BA理解NFR的业务意义，让技术约束变得亲切易懂。
majiayu000/claude-skill-registry 163
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version-skill
Skill 版本管理的 Skill。当需要 A/B test、切换版本、回滚时触发。触发词：版本、version、A/B test、切换、回滚、promote。
majiayu000/claude-skill-registry 163
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git-pushing
Stage, commit, and push git changes with conventional commit messages with intelligent security checks. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.
majiayu000/claude-skill-registry 163
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debugging-wizard
Use when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for error investigation, troubleshooting, log analysis, root cause analysis.
majiayu000/claude-skill-registry 163
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designing-assertions
Phylax Credible Layer assertions design. Designs invariants and trigger mapping for phylax/credible layer assertions.
majiayu000/claude-skill-registry 163
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data-normalization-tool
Process data normalization tool operations. Auto-activating skill for ML Training.
Triggers on: data normalization tool, data normalization tool
Part of the ML Training skill category. Use when working with data normalization tool functionality. Trigger with phrases like "data normalization tool", "data tool", "data".
majiayu000/claude-skill-registry 163
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requirements-writing
Write clear, testable requirements using User Stories and Gherkin scenarios for Manifest Logistics SaaS. Capture functional and non-functional requirements with proper acceptance criteria. Use when defining new features or documenting system behavior.
majiayu000/claude-skill-registry 163
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job-application
Write tailored cover letters and job applications using your CV and preferred style
majiayu000/claude-skill-registry 163
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sns-marketing
X/Instagram/YouTube/noteのSNSマーケティング運用スキル。4KPI最大化。
Use when: (1) user says「SNSマーケティング」「X投稿戦略」「Instagram運用」,
(2) user wants systematic social media marketing,
(3) user mentions「認知拡大」「リード獲得」「SNS戦略」.
Do NOT use for: SNSパターン参照のみ（sns-patternsを使用）、
単発投稿作成（copywriting-helperを使用）。
majiayu000/claude-skill-registry 163
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matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.
majiayu000/claude-skill-registry 163
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spring-ai-alibaba
Provides comprehensive guidance for Spring AI Alibaba including Alibaba Cloud AI services integration, model APIs, and AI application development. Use when the user asks about Spring AI Alibaba, needs to use Alibaba Cloud AI services, or integrate AI capabilities in Spring applications.
majiayu000/claude-skill-registry 163
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architecture-paradigm-hexagonal-athola-claude-night-market
majiayu000/claude-skill-registry 163
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attractor
Invariant set attracting nearby trajectories
majiayu000/claude-skill-registry 163
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math-router
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
majiayu000/claude-skill-registry 163
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nfr-to-user-impact
将技术性的NFR（非功能需求）约束转换为用户能感知的影响描述，用业务语言解释技术约束的价值。适合在NFR定义完成后、需要向客户或管理层解释时使用，当NFR过于技术化时。帮助不熟悉技术术语的PM/客户/BA理解NFR的业务意义，让技术约束变得亲切易懂。
majiayu000/claude-skill-registry 163
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career-setup
Initialize career development system (job description, ladder, reviews, goals)
majiayu000/claude-skill-registry 163
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pragmatic-guard
Enables and configures Pragmatic Guard Mode (YAGNI Enforcement) to prevent over-engineering. Use when the user requests "Enable pragmatic mode", "Turn on YAGNI enforcement", "Activate simplicity guard", "Challenge complexity", or similar phrases.
majiayu000/claude-skill-registry 163
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sayt-ide
How to write .vscode/tasks.json — build/test task schema, dependsOn chains, per-language examples (Gradle, Go, Node/pnpm, Python, Zig). Use when creating build tasks, test tasks, or fixing compilation/test failures.
majiayu000/claude-skill-registry 163