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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 79 600 files from 1 763 authors, of which 61 947 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

61 947
unique skills
out of 79 600 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 890
name collisions
two skills with one name cannot sit side by side

41 221–41 280 of 61 947

page 688 of 1 033
Laravel Security
by mturac

Laravel 安全最佳实践,涵盖认证/授权、验证、CSRF、批量赋值、文件上传、密钥管理、速率限制和安全部署。

2k tokens zh
Laravel Tdd
by mturac

使用 PHPUnit 和 Pest、工厂、数据库测试、模拟以及覆盖率目标进行 Laravel 的测试驱动开发。

2k tokens zh
Laravel Verification
by mturac

Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

1k tokens zh
Lead Intelligence
by mturac

AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.

5k tokens
LLM Trading Agent Security
by mturac

Security patterns for autonomous trading agents with wallet or transaction authority. Covers prompt injection, spend limits, pre-send simulation, circuit breakers, MEV protection, and key handling.

1k tokens
Logistics Exception Management
by mturac

> Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.

4k tokens
Manim Video
by mturac

Build reusable Manim explainers for technical concepts, graphs, system diagrams, and product walkthroughs, then hand off to the wider ecc video stack if needed. Use when the user wants a clean animated explainer rather than a generic talking-head script.

1k tokens scripts
Market Research
by mturac

进行市场研究、竞争分析、投资者尽职调查和行业情报,附带来源归属和决策导向的摘要。适用于用户需要市场规模、竞争对手比较、基金研究、技术扫描或为商业决策提供信息的研究时。

508 tokens zh
MCP Server Patterns
by mturac

使用Node/TypeScript SDK构建MCP服务器——工具、资源、提示、Zod验证、stdio与可流式HTTP对比。使用Context7或官方MCP文档获取最新API信息。

969 tokens zh
Messages Ops
by mturac

Evidence-first live messaging workflow for ecc. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before replying, or prove which message source was actually checked.

721 tokens
Nanoclaw Repl
by mturac

Operate and extend NanoClaw v2, ecc's zero-dependency session-aware REPL built on codex -p.

213 tokens
Nestjs Patterns
by mturac

NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and production-grade TypeScript backends.

2k tokens
Nextjs Turbopack
by mturac

Next.js 16+ 和 Turbopack — 增量打包、文件系统缓存、开发速度,以及何时使用 Turbopack 与 webpack。

591 tokens zh
Nodejs Keccak256
by mturac

Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors, signatures, storage slots, and address derivation.

711 tokens
Nutrient Document Processing
by mturac

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

1k tokens
Nuxt4 Patterns
by mturac

Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.

1k tokens
Opensource Pipeline
by mturac

Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.

2k tokens
Perl Patterns
by mturac

Modern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications.

3k tokens
Perl Security
by mturac

Comprehensive Perl security covering taint mode, input validation, safe process execution, DBI parameterized queries, web security (XSS/SQLi/CSRF), and perlcritic security policies.

3k tokens
Perl Testing
by mturac

Perl testing patterns using Test2::V0, Test::More, prove runner, mocking, coverage with Devel::Cover, and TDD methodology.

3k tokens
Plankton Code Quality
by mturac

Write-time code quality enforcement using Plankton — auto-formatting, linting, and Codex-powered fixes on every file edit via hooks.

2k tokens
Postgres Patterns
by mturac

用于查询优化、模式设计、索引和安全性的PostgreSQL数据库模式。基于Supabase最佳实践。

945 tokens
Product Capability
by mturac

将PRD意图、路线图需求或产品讨论转化为可实施的方案计划,在开始多服务工作之前暴露约束、不变性、接口和未解决的决策。当用户需要ecc原生的PRD到SRS通道,而不是模糊的规划文本时使用。

972 tokens zh
Product Lens
by mturac

Use this skill to validate the "why" before building, run product diagnostics, and pressure-test product direction before the request becomes an implementation contract.

772 tokens
Production Scheduling
by mturac

> Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.

7k tokens
Project Flow Ops
by mturac

Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains the internal execution layer. Use when the user wants backlog control, PR triage, or GitHub-to-Linear coordination.

783 tokens
Prompt Optimizer
by mturac

>- Analyze raw prompts, identify intent and gaps, match ecc components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also triggers on Chinese "just do it" / "直接做". DO NOT TRIGGER when user says "优化代码", "优化性能", "optimize performance", "optimize this code" — those are refactoring/performance tasks, not prompt optimization.

4k tokens
Python Patterns
by mturac

Pythonic 惯用法、PEP 8 标准、类型提示以及构建稳健、高效且可维护的 Python 应用程序的最佳实践。

4k tokens
Python Testing
by mturac

使用pytest的Python测试策略,包括TDD方法、夹具、模拟、参数化和覆盖率要求。

5k tokens
Pytorch Patterns
by mturac

PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.

3k tokens
Quality Nonconformance
by mturac

> Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.

8k tokens
Ralphinho Rfc Pipeline
by mturac

RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.

380 tokens
Regex Vs LLM Structured Text
by mturac

Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.

2k tokens
Remotion Video Creation
by mturac

Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more.

19k tokens
Repo Scan
by mturac

Cross-stack source code asset audit — classifies every file, detects embedded third-party libraries, and delivers actionable four-level verdicts per module with interactive HTML reports.

902 tokens
Research Ops
by mturac

Evidence-first current-state research workflow for ecc. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.

898 tokens
Returns Reverse Logistics
by mturac

> Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.

6k tokens
Rules Distill
by mturac

Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files

4k tokens scripts
Rust Patterns
by mturac

地道的Rust模式、所有权、错误处理、特质、并发,以及构建安全、高性能应用程序的最佳实践。

3k tokens
Rust Testing
by mturac

Rust测试模式,包括单元测试、集成测试、异步测试、基于属性的测试、模拟和覆盖率。遵循TDD方法学。

3k tokens
Safety Guard
by mturac

Use this skill to prevent destructive operations when working on production systems or running agents autonomously.

483 tokens
Santa Method
by mturac

Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

3k tokens
Search First
by mturac

研究优先于编码的工作流程。在编写自定义代码之前,搜索现有的工具、库和模式。调用研究员代理。

2k tokens zh
Security Bounty Hunter
by mturac

Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings.

883 tokens
Security Review
by mturac

在添加身份验证、处理用户输入、处理机密信息、创建API端点或实现支付/敏感功能时使用此技能。提供全面的安全检查清单和模式。

5k tokens zh
Security Scan
by mturac

Scan your OpenAI Codex configuration (.codex/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CODEX.md, settings.json, MCP servers, hooks, and agent definitions.

1k tokens
SEO
by mturac

Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use when the user wants better search visibility, SEO remediation, schema markup, sitemap/robots work, or keyword mapping.

1k tokens
Skill Comply
by mturac

Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines

15k tokens scripts
Skill Stocktake
by mturac

Use when auditing Codex skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.

5k tokens scripts
Social Graph Ranker
by mturac

Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable graph-ranking engine itself, not the broader outreach or network-maintenance workflow layered on top of it.

1k tokens
Springboot Patterns
by mturac

Spring Boot架构模式、REST API设计、分层服务、数据访问、缓存、异步处理和日志记录。用于Java Spring Boot后端工作。

2k tokens
Springboot Security
by mturac

Java Spring Boot 服务中认证/授权、验证、CSRF、密钥、标头、速率限制和依赖安全性的 Spring Security 最佳实践。

2k tokens
Springboot Tdd
by mturac

使用JUnit 5、Mockito、MockMvc、Testcontainers和JaCoCo进行Spring Boot的测试驱动开发。适用于添加功能、修复错误或重构时。

944 tokens
Springboot Verification
by mturac

Spring Boot项目验证循环:构建、静态分析、测试覆盖、安全扫描,以及发布或PR前的差异审查。

1k tokens
Strategic Compact
by mturac

建议在逻辑间隔处手动压缩上下文,以在任务阶段中保留上下文,而非任意的自动压缩。

1k tokens zh
Swift Actor Persistence
by mturac

Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.

1k tokens
Swift Protocol Di Testing
by mturac

Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.

2k tokens
Tdd Workflow
by mturac

在编写新功能、修复错误或重构代码时使用此技能。强制执行测试驱动开发,确保单元测试、集成测试和端到端测试的覆盖率超过80%。

2k tokens zh
Team Builder
by mturac

Interactive agent picker for composing and dispatching parallel teams

2k tokens
Terminal Ops
by mturac

Evidence-first repo execution workflow for ecc. Use when the user wants a command run, a repo checked, a CI failure debugged, or a narrow fix pushed with exact proof of what was executed and verified.

746 tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 352 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 79 600 files found on GitHub, 61 947 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 890 skills here share a name with another skill, and two of them cannot sit side by side.