fix 代码验证
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
测试驱动开发流程 · 728 个 Skill
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
Use when you need to run tests for React core.
Use when you want to validate changes before committing, or when you need to check all React contribution requirements.
Create Linear tickets or GitHub issues following n8n conventions.
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation.
Add OAuth2 credential support to an existing n8n node — creates the credential file, updates the node, adds tests, and keeps the CLI constan…
Reproduce a bug from a Linear ticket with a failing test.
Full-stack diagnostic for agent and LLM applications.
检查 Skill 合规性:用分级场景验证规则与 Agent 定义是否真的被遵循。
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill.
Open a pull request with proper PR template, test coverage, and review workflow.
Behavioral guidelines to reduce common LLM coding mistakes.
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Guide for performing Chromium version upgrades in the Electron project.
Guide for performing Node.js version upgrades in the Electron project.
| You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently.
React composition patterns that scale.
Generates Angular code and provides architectural guidance.
Automate browser interactions, test web pages and work with Playwright tests.
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Automated semantic versioning and release workflow for Claude Code plugins.
Prime a codebase by reading every source file in full.
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline.
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action handlers.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
> Write code review comments terse and actionable.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
MUST USE for ANY git operations.
Review RTK Rust code for idiomatic simplification.
Knowledge about the presentation slide format, weight system, navigation, and section structure Knowledge about how the presentation at presentation/index.html is structured.
Knowledge about CSS classes, component patterns, and syntax highlighting in the presentation CSS classes and HTML patterns used in presentation/index.html.
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
Agent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm name: tdd-london-swarm color: "#E91E63" description: TDD London Schoo…
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Test Expo Router features on Android emulators using ADB.
Best practices for Remotion - Video creation in React Use this skills whenever you are dealing with Remotion code to obtain the domain-specific knowledge.
Create, update, or validate a product brief.
Simplifies code for clarity.
Builds production-quality UIs.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Breaks work into ordered tasks.
Creates specs before coding.
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
Write TypeScript and JavaScript code following Metabase coding standards and best practices.
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions A comprehensive financial modeling toolkit for investment analysis, valuation, and risk assessment using industry-standard methodologies.
Use this skill when creating or controlling sprite animations in Phaser 4.
Use this skill when working with Phaser 4 game object components and the mixin system.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies.
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks.
Comprehensive Claude Code self-assessment and learning path advisor.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-claudecode skills via CLI-like commands.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Install, update, trust, or inspect DeepSeek skills from GitHub or local skill folders.
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
When the user wants to apply psychological principles, mental models, or behavioral science to marketing.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-codex skills via CLI-like commands.
| Use this skill when changing the shared agent setup for the repository.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Performs discounted cash flow (DCF) valuation analysis to estimate intrinsic value per share.
Multi-perspective academic paper review with dynamic reviewer personas.
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement.
CSS animation adapter patterns for HyperFrames.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
Activate brainstorming mode for collaborative discovery and creative problem-solving.
Activate ultra-compressed output mode for maximum token efficiency.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
基于 Manus 风格的文件规划系统,用于组织和跟踪复杂任务的进度。
Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.
Guide for working with Wave Terminal's WPS (Wave PubSub) event system.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Improve a skill using a test-fix-retest loop.
Validate skill files for structural compliance and behavioral correctness.
Personalized 1-on-1 AI tutor.
Run a WCAG 2.1 AA accessibility audit on a design or page.
Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.
Create structured interview plans with competency-based questions and scorecards.
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
Brainstorm product ideas, explore problem spaces, and challenge assumptions as a thinking partner.
Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis.
| A feature is "properly skilled" when all 11 checklist items pass.
你正处于一个高绩效文化的团队中。
PUA for Trae — 高能动性治理 Skill 这个 Trae 版只用 SKILL.md 表达行为合约:Trae 可以加载 Skill,但不会自动获得 Claude Code 的 hooks、slash commands、subagents 和 Stop feedback…
Technical interview preparation expert for algorithms, system design, and behavioral questions A seasoned engineering hiring manager and interview coach with deep experience across algorithm challenges, system design rounds, and behavioral assessments at top technology companies.
Project management expert for Agile, estimation, risk management, and stakeholder communication A certified project management professional with deep experience leading software projects using Agile methodologies, managing cross-functional teams, and delivering complex products on schedule.
CI/CD reference for Megatron-LM.
Create a simple PR from staged changes with an auto-generated commit message Follow these steps to create a simple PR from staged changes: Run: git status Verify that all changes have been staged (no unstaged changes).
Process video subtitles — transcribe speech, optimize/translate text, burn styled subtitles into video.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue Model hierarchy.
Structured methodology for comprehensive literature review following PRISMA guidelines.
One-time onboarding for the executive/manager commitment workflow — delegation-heavy, meeting prep, decision capture, morning and evening di…
Cross-chain DeFi portfolio discovery, rebalancing suggestions, and NEAR Intent construction.
Analyze competitors with strengths, weaknesses, and differentiation opportunities.
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify its novelty: For EACH core claim, search using ALL available sources: Call REVIEWERMODEL via Codex MCP (mcpcodex__codex) with xhigh reasoning: config: {"modelreasoningeffort": "xhigh"}
Verify research idea novelty against recent literature.
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
Use when building cross-platform applications with Flutter 3+ and Dart.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts.
End-to-end bug fix workflow for the Exposed project.
Create a minimalist marketing plan focused on building an audience through content, not ads.
Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized.
Validate a business idea using the minimalist entrepreneur framework.
Generates optimized prompts for AI tools.
Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs plus fresh authoritative market data.
A skill to calculate grocery prices with country-specific taxes.
> Follow the workflow below exactly.
> Remove or quiet a community skill after install.
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check runs automatically as part of /legal-builder-hub:skill-installer.
Manage your NewsBlur from the terminal.
把一篇文章或口播稿,做成"看起来像视频"的点击驱动 16:9 网页演示,可选合成口播音频。
Create a feature branch and open a pull request for the current changes.
LinkedIn Ads deep analysis for B2B advertising.
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Install Codex skills from curated sources or GitHub paths.
Structural refactoring pass on changed code.
在开始任何对话时使用——确立如何查找和使用技能,要求在任何响应(包括澄清性问题)之前调用 Skill 工具 如果你是作为子智能体被分派来执行特定任务的,跳过此技能。
网络渗透测试的专业技能和方法论 网络渗透测试是评估网络基础设施安全性的重要环节。
Use when creating or configuring Claude Code agents and their frontmatter.
This skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize skill structure, or make a Claude skill more reusable and internally consistent.
This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports.
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agentica framework.
Build and run LLM-powered data processing pipelines with DocETL.
Record a lesson learned after a user correction, or review existing lessons at session start Manages the self-improvement loop.
Write and improve agent skills (SKILL.md files).
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode GitHub Copilot CLI (GA since Feb 2026) serves as an optional provider in the Claude Octopus multi-LLM ecosystem.
Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST…
Present options with trade-offs for informed decision-making — use when choosing between approaches Structured approach to presenting option…
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries Generate professional slide decks…
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
Lock in user goals upfront and validate outputs against them — use to prevent scope drift The intent contract creates a persistent record of…
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage Cross-session issue tracking for persistent…
Route ordinary init, review, and security requests to Claude-native capabilities first;
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations Restore context from a previ…
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly Code review requires technical ev…
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert Safely rollback to a previous checkpoint wh…
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews This generated Codex skill preserves an enf…
Show where you are in the workflow and what to do next — use for progress checks and orientation Display current project status, roadmap pro…
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs Systematic approach to processing im…
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
Authoritative ato authoring and review skill: language reference, stdlib, design patterns, and end-to-end board design workflow.
LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.
How Faebryk's TypeGraph works (GraphView + Zig edges), how to traverse/resolve references, and how FabLL types/traits map onto edge types.
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup.
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add ne…
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
Create a draft pull request targeting develop.
Run, monitor, resume, merge, and debug Ralph loops.
Create business process diagrams using PlantUML syntax with BPMN, EIP, and Lean Mapping stencil icons.
小说写作技法 - 当需要逐章执笔创作小说正文时触发。
小说章节审核 - 当需要校对、审核小说章节质量时触发。
小说架构设计 - 当用户需要设计小说大纲、人物档案、世界观、伏笔台账时触发。
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
Work on an issue or PR - implement changes, add tests, update docs, lint, add bump file, and create a PR You are given an issue or external PR to implement.
Guides through the complete Vorta release process - version bump, translations, git tag, GitHub release, PyPi, and macOS builds.
Best practices for writing and organizing tests with pytest including fixtures, parametrize, and plugins.
Git bisect to find the first bad commit by running a test command.
Amend a git commit further back in the history.
Interactive rebase onto a base branch, resolving conflicts along the way and verifying tests pass.
用于 Java 后端面试出题;优先围绕 Java 核心、MySQL、Redis、Spring 与项目实战,追问设计取舍、故障处理和性能优化。
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing skill behavior, references, or routing.
Provides web exploitation techniques for CTF challenges.
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026 16-field schema.
Automates Apple-platform apps (iOS, tvOS, macOS) and Android devices.
通用中国专利挖掘发现与交底书生成全流程:扫描项目文档挖掘专利点、讨论融合、基于脱敏模版生成技术交底书、联网查新、生成后自检含逻辑闭环与公式参数一致性。
HTML原型转Unity UGUI界面生成管线。
Meta-skill for creating new Claude Code skills with configurable execution modes.
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away.
Improve a skill's public listing before publish.
코드 리뷰 — 버그, 로직 오류, dead code 검출 Review the specified file(s) or current git diff for bugs, logic errors, and dead code.
>- Run isolated E2E tests in devcontainer.
>- Implement a feature following TDD workflow.
Evaluate Agent Skill design quality against official specifications and best practices.
小红书相关操作,覆盖账号定位、选题研究、内容生产、发布执行与复盘修复的小红书全链路运营技能。
> /android-code-review # Review diff between current branch and develop /android-code-review --branch feature/login # Review a specific bran…
Optimizes AI skills for activation, clarity, and cross-model reliability.
Use when a test fails and you need to diagnose the root cause.
Create a git commit.
代码审查和质量分析技能。
Create skills by learning from high-quality GitHub projects When users want to accomplish something, search GitHub for quality projects that solve the problem, understand them deeply, then create a skill based on that knowledge.
专业的Seedance 2.0平台AI视频脚本和分镜生成器。
Prepare a psd-tools release: update changelog, open release PR.
Emulated Slack API for local development and testing.
Commit changes in the oasdiff repo, running required pre-commit steps first NEVER push directly to main.
Update existing skills based on feedback.
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
How to contribute to the Trezor Suite code style guide, including issue proposals and pull request workflows.
Use when a repo skill fails, produces errors, gives wrong instructions, or references stale information.
Branch, commit the code, push it, and make a PR When the code is done and is not building on existing commits:
浏览器自动化执行工具。
Scaffold a new ClawBio skill from a spec file (JSON/YAML) or interactively — generates SKILL.md, Python skeleton, tests, and updates catalog…
Create git commits with user approval You are tasked with creating git commits for the changes made during this session.
cp -r knowledge/skills/.template knowledge/skills/your-skill-id vim knowledge/skills/your-skill-id/SKILL.md bash scripts/validate-skill.sh y…
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
Use this skill when working with Spartacus Server-Side Rendering (SSR).
Produces a structured brainstorm: goals, constraints, risks, options, recommendation, and acceptance criteria.
Systematic debugging: reproduce, isolate, form hypotheses, instrument, fix, and add regression tests.
Writes an implementation plan with small steps, exact files to touch, and verification commands.
Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs.
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefer TDD) -> review -> finish.
Test skill for SDK skill integration.
Comprehensive testing and validation strategies for spec-driven development.
Behavior-driven UI testing patterns.
Go 测试模式,包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。
> | 全称 | China Health and Retirement Longitudinal Study (中国健康与养老追踪调查) | | 官网 | https://charls.pku.edu.cn/ | | 覆盖 | 全国 150 县级单位、450 社区,45 岁以上…
Complete plugin development workflow: build, test, icon, troubleshoot, and setup.
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design.
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
Work on a Technical Project Plan.
Commit all changes, push to a new branch, and create a pull request using the repo's PR template.
Develop STM32 firmware on CubeMX-generated HAL projects, including peripheral configuration, BSP driver structure, interrupt-safe code, and hardware-aware troubleshooting.
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI.
Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.
Autonomous skill lifecycle manager.
Self-evolving skill system.
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
Create Facebook and Meta ad campaigns, write ad copy, define audiences, and plan budgets.
Implementation skill for R-based epidemiology analysis.
Implementation skill for R-based epidemiology analysis Routes epidemiology implementation tasks to epidemiology-implementation-agent.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Execute founder plans and generate strategy reports Routes founder-specific implementation requests to the founder-implement-agent, executing plans created by skill-founder-plan and generating detailed strategy reports.
Funding landscape analysis with funder portfolio mapping.
Create scoped git commits for task operations.
Grant proposal research and drafting with funder analysis.
Execute general implementation tasks following a plan.
Run Lean build with automatic error repair for missing cases, unused variables, and unused imports Direct execution skill for automated Lean build repair.
Implement Lean 4 proofs and definitions using lean-lsp tools.
Research Lean 4 and Mathlib for theorem proving tasks.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Contract review and legal analysis for founders Thin wrapper that routes contract review requests to the legal-council-agent.
Interactive system builder.
Implement Neovim configuration changes from plans.
Implement Nix configuration changes from plans.
Autonomous state machine that drives a task through its full lifecycle (research -> plan -> implement -> complete) without user confirmation between phases.
Route commands to appropriate workflows based on task type and status.
Create phased implementation plans from research findings.
Project research with scope analysis and timeline estimation Thin wrapper that routes project research requests to the project-agent.
Interactive repository analysis and project-overview.md generation via task creation.
Implement Python code.
Manage OpenCode resources - terminate orphaned processes and clean up ~/.opencode/ directory Direct execution skill for managing OpenCode resources.
Interactive slide planning with narrative arc review and per-slide feedback.
Research timeline planning for medical research projects.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Implement Z3 constraints.
测试执行方法,包含测试框架检测、测试运行、结果解析 | 语言 | 单元测试 | E2E测试 | |------|----------|---------| | Node.js | npm test | npx playwright test | | Python | pytest…
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| nf-core is a community-driven collection of **143+ curated Nextflow pipelines** for bioinformatics.
| Open-ST is an open-source spatial transcriptomics method that captures transcriptome-wide expression at sub-cellular resolution using sequencing-based spatial barcoding on Illumina flow cells.
| Tools and workflows for creating presentations and visual documentation.
| Best practices and workflows for single-cell and spatial omics data analysis, based on the Single-cell Best Practices book.
| Skills and workflows for upstream data processing steps that precede standard single-cell analysis (QC, normalization, clustering, etc.).
Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility.
<One sentence describing what knowledge this skill provides.> <!-- One sentence: what does this skill help Copilot do?
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Guide to analyze a current work session and propose improvements to skills.
Scaffold a new SKILL.md.
Build the WooCommerce iOS project Run the build command: bundle exec fastlane buildfortesting 2>&1 | tail -50 If the build fails: If the build succeeds, report success.
Debug a failing test or build error in WooCommerce iOS Debug a build failure or test failure in the WooCommerce iOS project.
Create a pull request following WooCommerce iOS conventions git branch --show-current git log trunk..HEAD --oneline git diff trunk...HEAD --stat
Review code changes against WooCommerce iOS standards Review the current changes for compliance with WooCommerce iOS conventions.
Build the app, launch on simulator, and verify feature behavior via mobile-mcp interaction.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness.
Тестирование 1С через веб-клиент — автоматизация действий в браузере.
Create or improve skill.
Compile and build the SkyWalking BanyanDB project.
Implement blinding procedures to reduce bias in experimental studies.
Alias skill that invokes /dry-run with all arguments passed through.
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
Run SnpEff, a variant annotation and effect prediction tool for genomic variants.
Use when doing task A.
Use when doing task B.
Use when doing task C.
Use when consuming optimization artifacts.
> You produce and maintain a tree of SKILL.md files for a library.
Identify and remove negative-ROI skill content — orphan files, never-read entries, duplicates, content reintroducing challenge-specific lore…
Skill creation, update and management — generates skill directory structure, validates against best practices, enforces line count limits.
Guide creating Claude Code skills with TDD and persuasion principles.
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
Evaluate Agent Skill design quality against official specifications and best practices.
McKinsey顾问式问题解决系统。
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after metrics.
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
Neue Skills in der KI-Anwaltskanzlei installieren: Verfuegbarkeitscheck, Abhaengigkeiten, Konfiguration.
Übersicht und Verwaltung aller installierten Skills: Status, Version, Abhaengigkeiten.
Qualitaet installierter Skills prüfen: Normaktualitaet, Description-Qualitaet, Struktur-Compliance.
Use when retrieving the most relevant skills from a local or private skill library instead of relying on network-based skill discovery.
Help users discover available skills and help Claudia pick the right one when a request is ambiguous.
管理 Claude Code、Codex 和 OpenClaw Skills 的安装、版本追踪和更新检查。
API 自动化测试 - OpenAPI 解析、测试用例生成、集成测试 当用户要求测试 API、生成测试用例、接口测试、集成测试时激活此技能。
Sync skills between local installation and the GitHub source-of-truth repository.
UI原型工场。
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill triggers to: After using a skill, note: Ask these questions: | Category | Where to Add | Example | | ----------------- | -------------------------- | ---------------------------- | makes outbound network calls.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Skill management - create, validate, and improve Claude Code skills START(["/skills"]) --> NEED{"What do you need?"} NEED -->|New skill| WORKTREE["git:worktree"]:::git NEED -->|Edit skill| WORKTREE NEED -->|Audit all| SCAN["skills:scan"]:::skills NEED -->|Session review| RETRO["skills:retrospective"]:::skills makes outbound network calls.
End-of-session review to identify improvements, skill gaps, and refactoring opportunities START(["/skills:retrospective"]) --> P1["Phase 1:…
Validate skill files meet the standard format and naming conventions Skills operate on either sandbox (safe) or management (requires approval) targets: | Type | Target | Auto-approve?
Create or edit skills with proper structure, task tracking, and naming conventions Create new skills or edit existing ones.
Use when the user wants to discover, install, or use Tencent Skillhub from NextClaw, especially for CLI-only install, readiness checks, and safe skill installation guidance.
| Design tests, run them, grade results, evaluate description triggering, produce actionable report.
Product research for dropshipping businesses.
| harness 오픈소스의 6-Phase 스킬 생성 워크플로우를 MoAI cowork-plugins 컨텍스트에 맞게 변환한 스킬입니다.
| skill-builder로 생성된 스킬 또는 기존 스킬의 품질을 검증합니다.
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
Post a `lifinance/contracts` pull request to `#dev-sc-review` and enable auto-merge (squash).
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
>- Run isolated E2E tests in devcontainer.
>- Implement a feature following TDD workflow.
Multi-stage rebuttal analysis skill for RebuttalStudio.
Help turn ideas into fully formed plans through collaborative dialogue.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
短剧制作技能。
Lifecycle guard.
> 为用户提供的研究选题撰写符合顶级期刊标准的文献综述(Literature Review)部分。
> The agent validates skill packages for structure compliance, tests Python scripts for syntax and stdlib-only imports, and scores quality across four dimensions (documentation, code quality, completeness, usability) with letter grades and improvement recommendations.
Tracks skill usage patterns, edit frequency, and success rates to suggest improvements and optimizations.
面向 Web/JS 逆向中的纯算、验证码纯算、复杂 header/cookie 签名、混合加密、JSVMP/VMP、Wasm、PoW、响应解密、指纹与 challenge 参数还原工作流。
IDA Pro 逆向分析。
Install the full AI website builder stack — UI/UX Pro Max, Framer Motion animations, and 21st.dev components.
AI-powered construction defect detection using computer vision.
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed testing.
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the conversation.
Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations.
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments.
World-class Roblox game development - Lua scripting, Roblox Studio, game systems, monetization, and building experiences that millions play.
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
學術研究的 Idea 產生技能——從發散到收斂,系統化地產出高品質研究構想。
Invoke when: User needs help with COMSOL multiphysics coupling, parametric sweeps, or physics-based simulations.
解析需求文档和需求分析结果,生成高质量测试用例。
Parse requirement and analysis files, then generate high-quality test cases.
需求分析与确认(阶段一)。
Universal prompt engineering techniques for any LLM.
worktreeでの開発完了後、PR作成と同時にworktreeを自動的にクリーンアップします。
Use BEFORE building or customizing any Plutonium UI — page classes, forms, displays, tables, custom Phlex components, layouts, Stimulus cont…
通用分支与特性目录管理Skill.
Orchestrate sequential documentation audits with checkpointing and resumption.
Product interrogator.
You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or android.
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
Context Session End 作業の自然な区切りをAIが自律的に検知し、currentfocus.md への追記を提案する行動規範。
Investigation-only mode for understanding bugs, features, or system behavior without making changes.
Load PROACTIVELY when task involves building a complete feature across multiple layers.
Fast local search for markdown files, notes, and docs using qmd CLI.
Specification-driven development methodology coach.
Teya payment integration guide covering POSLink (cloud-based terminal integration), All-In-One (single-device Android), E-Commerce APIs (hosted checkout, payment links), and Payments Gateway.
Trace design decisions and concepts through session history, handoffs, and git.
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
Scaffold a Next.js project with App Router, TypeScript, Tailwind CSS, and opinionated defaults.
Write a product requirements document from context.
Write a technical specification or acceptance criteria from a PRD or user stories.
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
ERNE — Implement features using the senior-developer agent You are executing the /erne-code command.
ERNE — Systematic diagnosis of bugs using the performance-profiler agent You are executing the /erne-debug command.
ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test,…
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
Generate and execute AFSIM (Advanced Framework for Simulation, Integration and Modeling) scripts.
Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating lazy evaluation, indexing, compilation, streams, channels-last layouts, Metal kernels, quantization, caches, and local MLX model loading or generation on Apple silicon.
Capture current work context for handoff to another agent/developer.
Comprehensive, research-backed Hinge dating profile optimization.
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
Build against the memories.sh SDK packages in application code.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
When the user wants to optimize markdown strategy, price optimization for clearance, or minimize inventory markdowns.
Use this skill when committing VCSDD pipeline artifacts to git.
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
整理 Obsidian 知识库,并通过 CLI 读写、搜索笔记或调试插件与主题。
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
Implements JWT SSO authentication for Metabase embedding in a project.
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc.
Improve code structure, performance, and maintainability through systematic refactoring.
中文引导式学习助手。
NestJS backend development patterns.
Brainstorm session to collect ideas and decisions for the project Output this banner as the first thing on every invocation — before questio…
Systematic debugging with persistent state tracking across sessions Use when available; do not block debug flow if missing.
Display ViePilot version, npm latest, skills/workflows list via vp-tools Output this banner as the first thing on every invocation — before…
Pause work with context preservation to resume later Output this banner as the first thing on every invocation — before questions, work, or…
Resume work from previous session with full context restoration Output this banner as the first thing on every invocation — before questions…
Rollback to any checkpoint safely with state preservation Output this banner as the first thing on every invocation — before questions, work…
Display progress dashboard and actionable insights Output this banner as the first thing on every invocation — before questions, work, or an…
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]], [[software-craft/test-design#key-takeaways]], [[software-craft/test-stubs#concepts]].
Investigate why the PR was rejected, identifying the failure point and missed gate Available knowledge: [[requirements/post-mortem#key-takeaways]].
Scaffold a new Camunda 8 project with the right structure, dependencies, and docs.
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
测试用例生成器 - 基于等价类划分和边界值分析理论,按测试点(POINT)分批生成高质量测试用例,输出为 Markdown 格式。
Interview the user about their goal before any plan or code.
Use this skill when the user asks for persistent multi-agent coding workflows with task dependencies, per-task codex sessions, git worktree isolation, and explicit merge flow backed by one JSON workflow file under ./.codex-deck/.
Use when encountering compilation errors, runtime crashes, memory leaks, UI issues, or threading problems in Qt C++ projects.
Access a personal Slack workspace via session tokens (no app install required).
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
Finalize an autoresearch session into clean, reviewable branches.
Build and apply Home Assistant Lovelace dashboards from templates using a staged workflow with screenshot verification and context-reactive themes.
Generates a structured PR summary for the current branch by inspecting commits and file changes since master.
This skill should be used when the user asks to "set up structure index", "add codebase structure tracking", "create structure files", "set up code structure YAML", or needs to set up the codebase structure index system in a project.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
Check rosbag or recorded data replay issues involving topic names, clocks, remaps, timing, and consumer mismatch.
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
Reproduce reported bugs, isolate failure conditions, inspect recent changes, test root-cause hypotheses, and propose the smallest safe fix plan.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Classify support requests, ask the right follow-up questions, choose the correct troubleshooting path, and draft responses in the desired support tone.
Define exactly what a product or ops dashboard should show, including metrics, dimensions, filters, and failure modes.
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and internal reference docs.
Interpret firmware and embedded-system logs to narrow likely subsystem faults and next probes.
Write reproducible procedures, controls, materials lists, and validation steps for experiments.
Trace confusing client-side state bugs involving async effects, caches, stores, routing, forms, or rendering order.
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
Map papers by topic, method, findings, gaps, and trends.
Turn goals, stakeholders, and open decisions into a tight meeting agenda with required outcomes.
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Add or improve logging, metrics, tracing, dashboards, and alert-ready instrumentation structure.
Use this skill whenever a user asks for OSINT dorks, Google dorks, GHDB queries, Shodan filters, GitHub code search dorks, search operators, or exposed asset discovery.
Draft point-by-point responses to reviewer comments using manuscript changes, evidence, and rebuttal structure.
Identify hot paths, bottlenecks, and likely performance wins from profiles, traces, benchmarks, and code hotspots.
Use when a user asks to research something with ResearchBuddy, run web research or deep research, produce a source-backed answer, follow up on a saved research session, or install, validate, and troubleshoot the Homebrew-installed researchbuddy CLI.
Captures learnings, errors, and corrections to enable continuous improvement.
周报/日报/月报生成助手。
>- Use when this capability is needed.
> Three questions, in order, before writing any comment: offers none, flag it.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
Pull unresolved PR review comments and address them.
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt using a cold-reader rubric for clarity, consistency, context independence, and operating-model fit.
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md).
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools, and orchestration code.
>- Use when this capability is needed.
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
Generate or refresh CLAUDE.md, AGENTS.md, Cursor rules, and llms.txt for a repository using source evidence and scoped rules.
Terminal pair programming with Aider, the AI pair programmer that edits Use when this capability is needed.
Swap tokens on Ethereum via the AIDEX aggregator.
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration.
시장 침투, 시장 개발, 제품 개발, 다각화 전략을 매핑하는 Ansoff Matrix 분석을 생성합니다.
Comprehensive AppleScript expertise for enterprise-grade macOS automation including multi-display management, URL scheme handling, deep link…
Comprehensive AppleScript expertise for enterprise-grade macOS Use when the user request matches this skill's domain and capabilities.
>- Use when this capability is needed.
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
Ask which skill or flow fits your situation.
Write integration tests using .NET Aspire's testing facilities with xUnit.
Atomic git workflow - validates, commits, pushes, creates PR, and verifies CI with zero-warnings policy.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto atrium.
Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere.
Prepares codebases for security review using Trail of Bits' checklist.
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions Liquid Glass review, iOS 26 UI updates, toolbar improvements, or visual effect migration.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code.
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code.
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code.
Use this agent for closed-loop test debugging - automatically analyzes test failures, suggests fixes, and re-runs tests until passing.
Use when the user mentions Xcode build failures, build errors, or environment issues.
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
Use when the user mentions slow builds, build performance, or build time optimization.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when the user wants to run XCUITests, parse test results, view test failures, or export test attachments.
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive data storage.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when the user wants to simplify Swift code, reduce boilerplate, or make Swift more readable and idiomatic without changing behavior.
Use when the user mentions simulator testing, visual verification, push notification testing, location simulation, screenshot capture, OR live accessibility validation (VoiceOver announcements, Dynamic Type, ADA checks) on the simulator.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
Use when creating a new project repository to initialize it with standard CLAUDE.md, .cursorrules, CLAUDE.local.md, SESSION_LOG.md, and gitignore entries Initialize a new project with the standard file structure for Claude Code and Cursor development.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities.
>- Claude Code fires hooks at tool-call boundaries.
Diagnose and resolve Claude Code plugin and skill issues.
>- This skill creates an isolated-but-shared profile system for Claude Code CLI.
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
Unix-composable CLI design patterns.
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user…
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?).
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and missing validation before commit, PR, merge, or closeout.
Use when: "review this PR", "code review", "check my diff", "/review" name: code-review-frontend Multi-agent PR review orchestrator.
> Use when this capability is needed.
Shared vocabulary for designing deep modules.
Automate git commit and push following the project's review workflow.
> Use when this capability is needed.
Toggle concise mode auto-activation globally.
Comprehensive Contentful REST API guide.
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
Use after implementation is complete — stages, commits, pushes, and opens PRs for all affected services.
Use this skill whenever the user wants to create, scaffold, set up, initialize, or bootstrap a new Python project.
| Use when this capability is needed.
Add new capabilities or modify nano-core behavior.
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them…
全栈开发工程师技能包,负责根据产品需求文档和原型图实现功能代码。
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
Live developer experience audit.
Diagnosis loop for hard bugs and performance regressions.
> Security-focused code review for PRs, commits, and diffs.
>- Use when this capability is needed.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Records decisions and documentation.
Diátaxis Documentation Expert with brand voice guidance.
Build and sharpen a project's domain model.
Diagnose and fix .NET HTTPS dev certificate trust issues on Linux.
Modern .NET project structure including .slnx solution format, Directory.Build.props, central package management, SourceLink, version management with RELEASE_NOTES.md, and SDK pinning with global.json.
Use Slopwatch to detect LLM reward hacking in .NET code changes.
Analyzes DWARF debug information in compiled binaries.
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
Use when you have a written implementation plan to execute in a separate session with review checkpoints Load plan, review critically, execute all tasks, report when complete.
| Use when this capability is needed.
One-shot review of an external GitHub PR.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
This skill covers the implementation of privacy-preserving machine learning Use when this capability is needed.
Operate FFT_nano coding delegation flows safely using /coder and /coder-plan, preserving main-chat-only policy, request-id tracking, and non-duplicative streaming behavior.
Diagnose and resolve FFT_nano runtime issues across container execution, provider credentials, Telegram/WhatsApp routing, scheduler behavior, and per-group logs/state.
Verify host prereqs (node, npm, container runtime) before running nano-core.
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns.
Collect real financial data for any US publicly traded company from free public sources (yfinance).
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work Run the project's full test suite (npm test / cargo test / pytest / go test ./...).
Install and use FlAI AI chat components in Flutter projects.
Monitors the fleet of concurrent workflows across every registered domain (api/shared/domains.py).
Flutter/Dart coding rules for this project — style, file size, and test coverage.
Implements the canonical async API call pattern in Bloc — dispatch event, emit loading, call Repository returning `Result<T>` with a typed `…
Use when adding a new feature to a Bloc-based Flutter project (after `flutter-bloc-setup`), structuring an existing feature with a canonical event/state/bloc trio backed by `freezed` sealed states, or deciding which `bloc_concurrency` transformer (`droppable`/`restartable`/`sequential`/`concurrent`) fits an event handler.
Models form fields as `formz` value objects and drives form state with a Bloc, including round-tripping Laravel 422 validation errors back to per-field UI errors.
Configures a Flutter project for Bloc state management with `flutter_bloc`, `freezed`, `bloc_concurrency`, and `hydrated_bloc`.
Subscribes to a real-time stream (WebSocket, Pusher, Firestore) inside a Bloc via `emit.forEach` and emits a new state on every frame.
Writes deterministic unit tests for Blocs using `bloc_test` and `mocktail`, including tests for `bloc_concurrency` transformers and `HydratedBloc` persistence.
Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screenshot/layout capture, app error collection, optional reload verification, and retry handling for transient first-connect failures.
> Codebases often contain anti-fuzzing patterns that prevent effective coverage.
Smart Gemini CLI delegation skill.
作業完了後に、Gemini CLI と Code Review 拡張(/code-review, /pr-code-review)でレビューしたいときに使います。
Use when working with a skill for managing and maintaining a project-wide `.gemini/GEMINI.md` repository manifest.
Use Google Gemini for parallel code reviews, complex task validation, and second opinions.
Write professional git commits using conventional format for clear communication and automated workflows.
> Use when this capability is needed.
>- Use when this capability is needed.
>- Prevent losing work in a tangle of branches/stashes/rebases, and recover it forensically when something already went sideways.
第一步:检测文件变更 ```bash 检查 Git 状态 git status 查看变更文件 git diff --name-only ``` 第二步:添加文件 ```bash 添加所有变更 git add .
A phase-based playbook for shipping pull requests that maintainers actually want to merge.
> Use when this capability is needed.
>- Treat every verdict as a claim about exact immutable Git objects.
Triages a repository's open GitHub issues and pull requests via the gh CLI.
Use when working in a git repository hosted on GitHub and handling branch creation, commits, pushes, pull requests, reviews, or merges with gh CLI available.
Use when the project uses Go for systems programming or backend services Check every error.
Use when working on github.com/adlandh/echo-oapi-middleware/v2, an Echo v5 middleware library that serves OpenAPI YAML and Swagger UI from kin-openapi specs.
Use when adding or configuring github.com/adlandh/echo-zap-middleware/v2 in a Go Echo service.
This skill helps you learn Go (Golang) one topic per day.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling.
Troubleshoot Golang programs systematically - find and fix the root cause.
Deep interview to reach shared understanding before building.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or reduce the plan.
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped working.
Weekly engineering retrospective.
Smart contract development advisor based on Trail of Bits' best practices.
Implement a piece of work based on a spec or set of tickets.
Implement a specification in code.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Audit Copilot instruction files for bloat, overlap, stale rules, and weak applyTo scope.
Adds multi-language support to Next.js websites with proper SEO configuration including hreflang tags, localized sitemaps, and language-specific content.
Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data.
Systematic debugging with root cause investigation.
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app.
Visual design audit for iOS apps on real hardware.
Regenerate the iOS debug bridge against the latest upstream gstack templates.
Plan → code → review → re-code feedback loop with persistent state across iterations.
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
Update LangChain to latest version Use when: "update langchain, langchain Use when this capability is needed.
Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent.
Grill me about specs for the workflows I want to build, within this workspace.
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weighted majority, online experts, gradient descent, projected gradient descent, convex optimization, linear regression, or regularization.
Run live tests of the Ariadne MCP server using Claude Code in headless mode.
>- Use when this capability is needed.
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
Use quando precisar implementar features mobile (React Native, Flutter, Swift, Kotlin), configurar builds, resolver problemas de plataforma ou adaptar UI para mobile.
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-server", "multi-language project", "code completion", "diagnostics", or "editor language support".
Baseline guidance for App Router apps.
Node.js + Express backend patterns.
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__manifest__.py`, XML/CSV data, ACLs/rules, `sudo`, controllers, `@route`, `ir.cron`, JSON-2/XML-RPC, QWeb reports, `TransactionCase`, `HttpCase`, `Form`, tours, `start_tour`, or `--test-tags`.
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions, including manifest-backed and PyTorchJob workloads.
>- Use when - "为什么甲虾能用 DeepSeek,乙虾不行?
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
Use oRPC inside a Next.js project (App Router and Pages Router).
Reviews a code target by launching a panel of specialist auditor agents and merging their reports.
CEO/founder-mode plan review.
Designer's eye plan review — interactive, like CEO and Eng review.
Interactive developer experience plan review.
Eng manager-mode plan review.
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.
PostHog analytics and session replay integration for React Native mobile apps.
Create a GitHub pull request — pushes the current branch and opens a PR with auto-generated title and description.
PR Description — Pull Request 描述生成 Agent git diff + branch context → 结构化 PR 描述 → 可选通过 gh CLI 创建 PR。
| Use when this capability is needed.
Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched.
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
毒舌产品经理技能包,负责需求收集、产品文档编写和迭代更新。
Scaffold a polyglot library project as TypeScript + Python twin packages under `packages/ts/` + `packages/py/`, with a shared `SPEC.md`, cross-language `tests/parity/fixtures.json`, side-by-side `examples/sdk/` + `examples/api/` documentation, per-package `Makefile`, and a root orchestrator that exposes `make ci`.
Build a throwaway prototype to answer a design question.
> Use when this capability is needed.
Python test generation assistant Use when this capability is needed.
Pytest com fixtures e parametrize, sem unittest.TestCase Use when this capability is needed.
Quickly analyzes Python repositories to understand their purpose, structure, and setup requirements.
Systematically QA test a web application and fix bugs found.
This skill should be used when establishing comprehensive QA testing processes for any software project.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
> Use when this capability is needed.
Build and manage React Native/Expo mobile apps including project setup, development workflows, and platform-specific guidance.
React Native mobile testing, performance, and release hardening for this repo.
Load when: implementing or reviewing the vendor mobile app (React Native, Expo managed workflow, NativeWind v5).
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation Code review requires technical evaluation, not emotional performance.
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagent to catch issues before they cascade.
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.
Use when you need to resolve an in-progress git merge/rebase conflict.
Pre-landing PR review.
| Use when this capability is needed.
Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy.
> Use when this capability is needed.
Юрист-профессионал по законодательству РФ.
为不同 IDE 工具创建有效的 AI 代理规则。
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
Use this skill when the user asks about rust-libp2p, Rust libp2p, libp2p::SwarmBuilder, NetworkBehaviour, ConnectionHandler, Transport, Peer…
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes.
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
Open satellite imagery using deeplinks with coordinates and zoom levels via bash `open` command.
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Creates language variants of existing Semgrep rules.
Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout.
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
>- Use when | Required evidence | Do not add by default |.
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard.
Reviews and improves Claude Code skills against official best practices.
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
Knowledge and utilities for creating animated GIFs optimized for Slack.
Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions.
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository.
Sprint Flow Skill | 原则 | 说明 | |------|------| | 单一入口 | 用户只需调用 /sprint-flow,自动串联全流程 | | 自动流水线 | 类似 autoplan,自动执行多个阶段 | | 关键节点暂停 | APPROVED 确认…
Project status dashboard — Copilot instructions budget, unfilled placeholders, lessons file size, hooks executability, jq availability, plug…
<!-- 🤖 【中文注释】 工具名称: 指令推荐助手 功能分类: 通用助手 功能说明: 用于推荐适合当前仓库的 Copilot 指令文件,避免重复并识别过时指令。
Use when the project uses Swift for iOS, macOS, watchOS, tvOS, or visionOS development <!-- tomevault:4.0:skill_md:2026-05-23 -->
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
系统化调试 bug:观察 → 假设 → 验证 → 修复。
Test-driven development.
Access a personal Telegram account's messages and chats via MTProto (Telethon).
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
Use when implementing any feature or bugfix, before writing implementation code Write the test first.
Write integration tests using TestContainers for .NET with xUnit.
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket locally, or native blocking links on a real tracker).
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
Use to generate and organize production-ready TypeScript types, interfaces, enums, DTOs, and shared utility types using strict feature-based type folders and centralized exports.
Extract design systems from reference UI images and generate implementation-ready UI design prompts.
UI/UX design intelligence for web, mobile, and desktop.
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback Ensure work happens in an isolated workspace.
Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
Toolkit for interacting with and testing local web applications using Playwright.
Toolkit for interacting with and testing local web applications using Playwright.
Generate an interactive bash wizard that walks a human through steps only they can perform.
Use when you have a spec or requirements for a multi-step task, before touching code Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).