Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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PDF Processing
Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
majiayu000/claude-skill-registry 163
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Character Design
Use this skill for character creation: "character design", "player character", "NPC design", "antagonist", "villain", "boss design", "companion", "character arc".
**Load references when:**
- Full character worksheet → `references/character-worksheet.md`
- NPC roles and patterns → `references/npc-roles.md`
- Villain/boss design → `references/antagonist-design.md`
majiayu000/claude-skill-registry 163
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bug-repro-plan
Create a minimal, repeatable reproduction plan for a bug. Use when a junior developer needs clear steps to reproduce and capture evidence.
majiayu000/claude-skill-registry 163
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rlm-orchestrator
Implement RLM-style (Recursive Language Model) orchestration for complex tasks. This skill should be used when facing large context requirements, multi-part tasks that would benefit from parallel execution, or when context rot is a concern. Automatically decomposes tasks, spawns parallel subagents, aggregates results, and iterates until completion. Inspired by the RLM research paper (arXiv:2512.24601).
majiayu000/claude-skill-registry 163
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setup-timescaledb-hypertables
Step-by-step instructions for designing table schemas and setting up TimescaleDB with hypertables, indexes, compression, retention policies, and continuous aggregates. Instructions for selecting: partition columns, segment_by columns, order_by columns, chunk time interval, real-time aggregation.
majiayu000/claude-skill-registry 163
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workleap-web-configs
Guide for Workleap's shared web configuration packages: @workleap/eslint-configs, @workleap/typescript-configs, @workleap/rsbuild-configs, @workleap/rslib-configs, @workleap/stylelint-configs, and @workleap/browserslist-config.
Use this skill when:
(1) Setting up or modifying shared web tooling configs in a Workleap project
(2) ESLint config with @workleap/eslint-configs (defineWebApplicationConfig, defineReactLibraryConfig, defineTypeScriptLibraryConfig, defineMonorepoWorkspaceConfig)
(3) TypeScript config with @workleap/typescript-configs (web-application, library, monorepo-workspace)
(4) Rsbuild config with @workleap/rsbuild-configs (defineDevConfig, defineBuildConfig, defineStorybookConfig)
(5) Rslib config with @workleap/rslib-configs for libraries
(6) Stylelint and Browserslist shared configs
(7) Extending configs or monorepo (Turborepo) vs polyrepo strategies
(8) Troubleshooting wl-web-configs, ESM/ESNext constraints, or Storybook with Rsbuild/Rslib
majiayu000/claude-skill-registry 163
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scrnametaboliclandscape
Comprehensive metabolic landscape analysis pipeline for scRNA-seq data. This is an all-in-one process group performing complete metabolic pathway analysis including expression imputation, feature selection, pathway activity calculation, and heterogeneity analysis. Based on methodology from Xiao et al.
majiayu000/claude-skill-registry 163
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plan-app
MANDATORY INVOCATION: This skill MUST be invoked for building workshop apps. Guides the full flow from idea to deployed app: interview, screen flows, decomposition into sub-agents, parallel build, and merge. Trigger for: :plan-app macro, building an app, app planning, workshop app build.
majiayu000/claude-skill-registry 163
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extracting-keywords
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or document analysis. Includes domain-specific stopwords for AI/ML and life sciences. Optional deeper extraction mode (n=2+n=3 combined) for comprehensive coverage.
majiayu000/claude-skill-registry 163
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batch-translate
Batch process books through the complete pipeline - generate cropped images for split pages, OCR all pages, then translate with context. Use when asked to process, OCR, translate, or batch process one or more books.
majiayu000/claude-skill-registry 163
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gene-database
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.
majiayu000/claude-skill-registry 163
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends AIPex's capabilities with specialized knowledge, workflows, or tool integrations.
majiayu000/claude-skill-registry 163
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critic
Critic for artifact validation and quality review. Validates architecture and test coverage against requirements. Use this skill for architecture review, coverage validation, or quality checks.
majiayu000/claude-skill-registry 163
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post-debug-cleanup-asnar00-miso-2
Update feature specs and implementation docs to accurately reflect debugging work. Use after completing a feature implementation that required multiple rounds of debugging and iteration.
majiayu000/claude-skill-registry 163
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nixtla-skills-index
Analyze and categorize installed Nixtla Skills for forecasting guidance. Use when seeing available skills or selecting the right one. Trigger with 'list nixtla skills' or 'what skills'.
majiayu000/claude-skill-registry 163
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architecture-paradigm-client-server-athola-claude-night-market-c748ea1e
majiayu000/claude-skill-registry 163
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instructional-material-design
Design learner-focused training materials and playbooks for pilot processes. Use when creating user guides, workshops, or onboarding modules from workflows, personas, and objectives to support team training and knowledge transfer.
majiayu000/claude-skill-registry 163
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layered-backgrounds
Layered background effects with gradient orbs, blur layers, noise textures, and depth. Use when creating hero sections, landing pages, or premium visual effects.
majiayu000/claude-skill-registry 163
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moai-core-issue-labels
Enterprise GitHub issue labeling orchestrator with semantic label taxonomy, AI-powered auto-labeling, label hierarchy system, workflow automation, issue triage acceleration, and stakeholder communication; activates for issue classification, label management, workflow automation, priority assignment, and team communication
majiayu000/claude-skill-registry 163
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langgraph
Expert guidance for building stateful, multi-actor AI agents with LangGraph - graphs, nodes, edges, state management, and agent architectures.
majiayu000/claude-skill-registry 163
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coach
Self-improving learning system that detects friction signals and proposes rule updates. This skill should be used when Claude needs to learn from mistakes, when users repeatedly correct behavior, when tool failures indicate missing knowledge, or when reviewing learning candidates via /coach commands.
majiayu000/claude-skill-registry 163
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recursive-refiner
Self-improvement engine. Implements generate-critique-iterate loops for enhanced reasoning. Use when working through complex problems, synthesizing across domains, or when initial output needs refinement. Integrates with ego-check to prevent runaway confidence. Maximum 3 iterations to conserve tokens.
majiayu000/claude-skill-registry 163
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financial-model-architect
Build comprehensive 3-5 year financial models projecting revenue, expenses, headcount, cash flow, and runway. Model unit economics, scenario planning, and path to profitability. Generate investor-ready HTML reports with detailed projections and charts.
majiayu000/claude-skill-registry 163
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learning-ai-integration
ai-integration for learning technology evaluation and implementation.
majiayu000/claude-skill-registry 163