Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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ln-310-story-validator
Validates Stories/Tasks with GO/NO-GO verdict, Readiness Score (1-10), Penalty Points, and Anti-Hallucination verification. Auto-fixes to reach 0 points, delegates to ln-002 for docs. Use when reviewing Stories before execution or when user requests validation.
majiayu000/claude-skill-registry 163
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fix-review
Verifies that git commits address security audit findings without introducing bugs. This skill should be used when the user asks to "verify these commits fix the audit findings", "check if TOB-XXX was addressed", "review the fix branch", "validate remediation commits", "did these changes address the security report", "post-audit remediation review", "compare fix commits to audit report", or when reviewing commits against security audit reports.
majiayu000/claude-skill-registry 163
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dev:interrogate
Interrogate code changes to surface decisions, alternatives, and confidence levels. Use when user asks to "interrogate", "what decisions", "hardest part", "alternatives", or wants to understand the reasoning behind code changes.
majiayu000/claude-skill-registry 163
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julien-ref-notion-markdown
Complete markdown guide for Universal Notion Uploader. Covers 14 element types (headings, callouts, highlights, toggles, embeds, columns, databases), upload modes, and API constraints.
majiayu000/claude-skill-registry 163
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quarto-anti-slop
Enforce reproducible research document standards for Quarto and RMarkdown. Prevents generic AI-generated documents through proper cross-referencing, bibliography management, and PDF-first practices for papers.
majiayu000/claude-skill-registry 163
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bio-entrez-link
Find cross-references between NCBI databases using Biopython Bio.Entrez. Use when navigating from genes to proteins, sequences to publications, finding related records, or discovering database relationships.
majiayu000/claude-skill-registry 163
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bio-chipseq-peak-annotation
Annotate ChIP-seq peaks to genomic features and genes using ChIPseeker. Assign peaks to promoters, exons, introns, and intergenic regions. Find nearest genes and calculate distance to TSS. Generate annotation plots and statistics. Use when annotating ChIP-seq peaks to genomic features.
majiayu000/claude-skill-registry 163
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canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
majiayu000/claude-skill-registry 163
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long-context
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond original context limits, or implementing efficient positional encodings. Covers rotary embeddings, attention biases, interpolation methods, and extrapolation strategies for LLMs.
majiayu000/claude-skill-registry 163
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sdd-design-perf
Design bundle strategy, lazy loading, and render optimization.
Use when: sdd-design assigns Performance Strategy section.
Triggers: "performance design", "bundle size", "lazy loading", "optimization"
majiayu000/claude-skill-registry 163
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maintain-architecture-map
Maintain system architecture documentation (ARCHITECTURE_MAP.md) showing module structure, data flows, and entry points. Use this skill when architecture changes, modules are added, or system overview needs updating.
majiayu000/claude-skill-registry 163
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api_feature
Imported skill api_feature from openai
majiayu000/claude-skill-registry 163
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using-drizzle-queries
Write type-safe database queries with Drizzle ORM. Covers select, insert, update, delete, relational queries, and adding new tables.
majiayu000/claude-skill-registry 163
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create-task-spec
Create hyper-detailed task specifications with embedded context, eliminating implementation lookups. This skill should be used for breaking features into implementable tasks with complete architecture references.
majiayu000/claude-skill-registry 163
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mcp-scripts
MCP Script Rules
majiayu000/claude-skill-registry 163
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SQLAlchemy ORM Expert
Comprehensive SQLAlchemy skill for customer support tech enablement, covering ORM patterns, session management, query optimization, async operations, and PostgreSQL integration
majiayu000/claude-skill-registry 163
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pydantic-ai-testing
Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.
majiayu000/claude-skill-registry 163
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principle-yagni
识别并消除过度设计，确保只实现当前明确需要的功能。当需要评审功能范围、重构冗余代码、权衡技术债务时使用。覆盖功能必要性、过度设计信号、技术债务权衡三大维度，提供具体的识别标准和删减建议。
majiayu000/claude-skill-registry 163
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architecture-paradigms
Interactive selector and router for architecture paradigms.
Triggers: architecture selection, pattern comparison, system design, ADR creation,
architecture decision, paradigm evaluation, new system architecture, architecture
planning, which architecture, compare architectures
Use when: selecting architecture patterns for new systems, comparing paradigm
trade-offs, creating architecture decision records, evaluating architecture fit
for team size and domain complexity, planning implementation roadmaps
DO NOT use when: implementing a specific known paradigm - use the specific
architecture-paradigm-* skill (hexagonal, layered, microservices, etc.) instead.
DO NOT use when: reviewing existing architecture - use architecture-review instead.
Use this skill BEFORE making architecture decisions. Check even if unsure about needs.
majiayu000/claude-skill-registry 163
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spec-flow-instructions
MUST use when working with spec files in `specs/` directories, or when commands reference this skill for conventions.
majiayu000/claude-skill-registry 163
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layer-helpers
Use when creating or modifying code in nomarr/helpers/. Helpers are pure utilities with NO nomarr.* imports. Only stdlib and third-party libraries allowed.
majiayu000/claude-skill-registry 163
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reviewing-vitest-config
Review Vitest configuration for deprecated patterns and best practices. Use when reviewing test configuration or vitest setup.
majiayu000/claude-skill-registry 163
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security-rbac-auth
Implement authentication, authorization, and security controls. Use for JWT handling, API key management, RBAC, OAuth integration, and security policies. Triggers on "authentication", "authorization", "JWT", "API key", "RBAC", "OAuth", "security", "permissions", or when implementing spec/006-security-governance.md.
majiayu000/claude-skill-registry 163
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rspec-fundamentals
Use when rSpec fundamentals including describe, context, it blocks, let, and basic matchers for BDD testing.
majiayu000/claude-skill-registry 163