Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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prompt-engineer-llm
World-class expert in prompt engineering, LLM fine-tuning, RAG systems, and AI/ML workflows. Use when crafting prompts, designing AI agents, building knowledge bases, implementing retrieval systems, or optimizing LLM performance at production scale.
majiayu000/claude-skill-registry 163
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ai-consultation
Provides AI consultation workflows, prompt templates, and best practices for multi-model consultation. Use when user asks for "second opinion", "ask codex", "ask gemini", "AI code review", "external AI consultation", or needs prompt templates for code review, security audit, or architecture analysis.
majiayu000/claude-skill-registry 163
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ml-engineer
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
majiayu000/claude-skill-registry 163
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qwen_cli_refactor
Strategic CLI refactoring using Qwen 1.5B for extracting command modules from monolithic main() functions
majiayu000/claude-skill-registry 163
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issue-extract
Extracts Issue ID from the current branch name. Use this skill when you need to determine the Issue number associated with the current work context.
majiayu000/claude-skill-registry 163
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council-orchestrator
Orchestrates multi-model LLM consensus through a three-phase deliberation protocol. Use when you need collaborative AI review, multi-model problem-solving, code review from multiple perspectives, or consensus-based decision making. Coordinates OpenAI Codex, Google Gemini, and Claude CLIs for opinion collection, peer review, and chairman synthesis.
majiayu000/claude-skill-registry 163
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init_skill
Imported skill init_skill from langchain
majiayu000/claude-skill-registry 163
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using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
majiayu000/claude-skill-registry 163
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dflow
Complete DFlow trading protocol SDK - the single source of truth for integrating DFlow on Solana. Covers spot trading, prediction markets, Swap API, Metadata API, WebSocket streaming, and all DFlow tools.
majiayu000/claude-skill-registry 163
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extract-constraints
Extract technical constraints (C-*) from ecosystem E(t) - timeouts, API limits, compliance requirements, platform dependencies. Acknowledges given constraints, not design choices. Use to document ecosystem realities that code must work within.
majiayu000/claude-skill-registry 163
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workbench-docs
Documentation workflows for Workbench CLI. Use when creating or updating specs, ADRs, runbooks, guides, or general docs, and when syncing backlinks or change notes.
majiayu000/claude-skill-registry 163
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pinecone
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.
majiayu000/claude-skill-registry 163
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Apify
Social media scraping, business data, e-commerce via Apify actors. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping.
majiayu000/claude-skill-registry 163
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spring-boot-3-5
Upgrade Java services to Spring Boot 3.5.x with all required dependency updates. Use when projects need to upgrade from older Spring Boot versions to 3.5.9+.
majiayu000/claude-skill-registry 163
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nextjs-core
Core Next.js patterns for App Router development including Server Components, Server Actions, route handlers, data fetching, and caching strategies
majiayu000/claude-skill-registry 163
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Release Approval
Approval workflow templates with GitHub Actions and Slack integration for multi-stakeholder release gating. Use when setting up approval workflows, configuring stakeholder gates, automating approval notifications, integrating Slack webhooks, requesting release approvals, tracking approval status, or when user mentions release approval, stakeholder sign-off, approval gates, multi-stage approvals, or release gating.
majiayu000/claude-skill-registry 163
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cost-estimate
コスト見積書を作成する。予算策定、見積もり、コスト計画時に使う。
majiayu000/claude-skill-registry 163
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book-writer
books リポジトリ用の技術文書作成ワークフロー。
論文・技術文書などを .qmd 形式の構造化ドキュメントに変換する。
サブエージェントで補足文書を並列生成し、Quarto callout で補足情報を追加。
使用タイミング: (1) 論文まとめの作成、(2) 技術文書のドキュメント化、
(3) 複雑な概念を含む文書の解説作成、(4) 「〜についてまとめて」という依頼
majiayu000/claude-skill-registry 163
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base44-cli
Use for Base44 CLI operations and project initialization. Triggers: user wants to create/initialize a new Base44 project; user mentions CLI commands (npx base44, yarn base44, create, login, logout, whoami, deploy, entities push, site deploy, functions deploy); directory is empty or missing base44/config.jsonc; user says 'create a Base44 app/project', 'setup Base44', 'deploy to Base44', 'push entities'. This skill is the PREREQUISITE for base44-sdk - always use this first for new projects before building features.
majiayu000/claude-skill-registry 163
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sindri-extension-guide
Guide users through creating Sindri extensions. Use when creating new extensions, understanding extension.yaml structure, validating extensions against schemas, or learning about extension installation methods (mise, apt, binary, npm, script, hybrid). Helps with extension development, registry updates, and category assignment.
majiayu000/claude-skill-registry 163
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github-issue-helper
GitHub 이슈 작성 도우미. 사용자가 이슈 초안이나 아이디어를 제시하면 고품질 GitHub 이슈로 개선. Use when user asks to (1) write/create/draft a GitHub issue, (2) improve/refine an issue draft, (3) convert an idea into a proper issue format, (4) review issue quality. Supports bug reports, feature requests, and improvement proposals. Communicates in Korean but produces final issues in English.
majiayu000/claude-skill-registry 163
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interaction-nets
Lafont's interaction nets for optimal parallel λ-reduction. Graph rewriting
majiayu000/claude-skill-registry 163
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git-workflow-standards
Automatically applies when working with git. Ensures conventional commits, branch naming, PR templates, release workflow, and version control best practices.
majiayu000/claude-skill-registry 163
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checking-deploy
Validate Kubernetes, Terraform, Helm, GitHub Actions, and Docker configs. Use when user says "deploy check", "validate deployment", "check k8s", "validate infrastructure", "check configs", or wants to verify infrastructure.
majiayu000/claude-skill-registry 163