Feature 代码排查
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
排查 bug、性能优化 · 1041 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
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.
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions.
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
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.
Reviews code for security vulnerabilities, performance issues, and best practices.
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
| You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently.
| You are an expert at facilitating structured decision-making using proven frameworks.
| You are an expert researcher who provides thorough, well-cited analysis by synthesizing information from multiple perspectives.
| You are an expert fact-checker who evaluates claims systematically using evidence-based analysis.
| You are a senior Python developer with 10+ years of experience.
React composition patterns that scale.
Generates Angular code and provides architectural guidance.
Creates a new Angular app using the Angular CLI.
Automate browser interactions, test web pages and work with Playwright tests.
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Investigate performance regressions and find opportunities for optimization pnpm bench:compare main foo If you pass one branch, bench:compare automatically compares it to main.
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.
Agent tracing CLI for inspecting agent execution snapshots.
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
> Write code review comments terse and actionable.
Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential Use this skill to perform a focused SEO audit on concept documentation pages for the 33 JavaScript Concepts project.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
Designer-turned-developer who crafts stunning UI/UX even without design mockups You are a designer who learned to code.
MUST USE for ANY git operations.
Comprehensive guide for developing in the Astro monorepo.
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 adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0" description: Dynamic topology switching coordinator with self-organizing swarm patterns and real-time optimization priority: critical; runs on Python.
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user management specialist.
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features.
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive performance benchmarking, regression detection and performance validation // Advanced benchmarking system class ComprehensiveBenchmarkSuite {
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator color: "#FF6B35" description: Queen-led hierarchical swarm coordination with specialized worker delegation priority: critical; runs on Python.
Agent skill for load-balancer - invoke with $agent-load-balancer name: Load Balancing Coordinator category: optimization description: Dynamic task distribution, work-stealing algorithms and adaptive load balancing // Advanced work-stealing implementation const workStealingScheduler = {
Agent skill for migration-plan - invoke with $agent-migration-plan name: migration-planner description: Comprehensive migration plan for con…
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer name: perf-analyzer description: Performance bottleneck analy…
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection // Advanced metrics collection system class MetricsCollector { makes outbound network calls.
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer name: performance-optimizer description: System performance optimization agent that identifies bottlenecks and optimizes resource allocation using sublinear algorithms.
Agent skill for refinement - invoke with $agent-refinement name: refinement description: SPARC Refinement phase specialist for iterative imp…
Agent skill for resource-allocator - invoke with $agent-resource-allocator name: Resource Allocator category: optimization description: Adaptive resource allocation, predictive scaling and intelligent capacity planning // Advanced adaptive resource allocation system class AdaptiveResourceAllocator {
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator name: sparc-coord type: coordination description: SPARC methodology…
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
Agent skill for tester - invoke with $agent-tester color: "#F39C12" description: Comprehensive testing and quality assurance specialist echo…
Agent skill for topology-optimizer - invoke with $agent-topology-optimizer name: Topology Optimizer category: optimization description: Dynamic swarm topology reconfiguration and communication pattern optimization // Advanced topology optimization system class TopologyOptimizer {
Agent skill for user-tools - invoke with $agent-user-tools name: flow-nexus-user-tools description: User management and system utilities specialist.
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer name: v3-performance-engineer version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Performance Engineer for achieving aggressive performance targets.
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Implement persistent memory patterns for AI agents using AgentDB.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
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.
Automates CI/CD pipeline setup.
Conducts multi-axis code review.
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 calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensive financial ratio analysis for evaluating company performance, profitability, liquidity, and valuation.
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.
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
Use this skill when creating or controlling sprite animations in Phaser 4.
Use when Codex needs to inspect, debug, or automate an Electron app through `agent-browser` and Chrome DevTools Protocol, especially when the app has multiple `BrowserWindow` instances, lazy-created windows, duplicate URLs, or misleading `agent-browser tab list` output.
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.
Use this skill when designing or reviewing a PostgreSQL-specific schema.
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development.
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries.
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.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Comprehensive Claude Code self-assessment and learning path advisor.
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repeatable workflow that should become a reusable OMC skill.
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.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
When the user wants to audit, review, or diagnose SEO issues on their site.
React and Next.js performance optimization guidelines from Vercel Engineering.
Comprehensive best practices for React Native and Expo applications.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
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.
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
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 evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
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.
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
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.
Personalized 1-on-1 AI tutor.
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.
| Running gbrain skillpack-check returns a JSON report with: Exit code alone tells you if anything is wrong; surface a one-liner in the briefing only when exit != 0.
你正处于一个高绩效文化的团队中。
让你的 AI 不敢摆烂。
Video editing using Volcengine Track structure.
Create a new Agent Zero agent profile (subordinate).
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.
Expert knowledge for AI deep research — methodology, source evaluation, search optimization, cross-referencing, synthesis, and citation form…
Definitive guidelines, contextual awareness strategies, standard terminology, and comment formatting rules for translating code, configurations, and documentation from Chinese to English in this repository.
CI/CD reference for Megatron-LM.
Template for creating new Agent Skills for context engineering.
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.
Security auditing for code, configs, and infrastructure.
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue Model hierarchy.
Systematic literature review methodology including search strategy, screening, and synthesis.
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.
Android native application development and UI design guide.
| A practical guide for building cross-platform applications with Flutter 3 and Dart.
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.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Browser automation for testing and verification.
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
Use when building cross-platform applications with Flutter 3+ and Dart.
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
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.
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
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.
'小红书复合内容运营技能。
A skill to calculate grocery prices with country-specific taxes.
Analyze, explore, clean, and visualize datasets with statistical rigor.
Remove AI writing patterns from prose.
> 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。
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages, cover generation, novel generation, style imitation, chapter continuation/import, EPUB export, AIGC detection, and fan fiction.
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and invest…
Create a feature branch and open a pull request for the current changes.
Generate properly-formatted SKILL.md files from extracted architectural patterns.
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
Google Ads deep analysis covering Search, Performance Max, AI Max, Display, YouTube, and Demand Gen campaigns.
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.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
Structural refactoring pass on changed code.
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue.
Android APK analysis using GDA.exe.
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
Create new skills, modify and improve existing skills, and measure skill performance.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with RuVector's Q-learning and vector memory for improved performance.
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。
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.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integration.
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure.
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.
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Claude proxy.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
Build and run LLM-powered data processing pipelines with DocETL.
Create high-quality, production-grade skills for Claude Code.
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).
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
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…
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence Systematic iterative execution with clear go…
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…
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress Systematic task orchestration for multi…
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs Systematic approach to processing im…
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 the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping it fast and crash-proof.
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add ne…
How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical workflows for debugging and extending the solver.
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation.
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
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.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
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。
Terminal session manager for AI coding agents.
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 Django web development including models, views, templates, and testing.
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。
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Provides AI and machine learning techniques for CTF challenges.
Provides web exploitation techniques for CTF challenges.
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。
Postgres performance optimization and best practices from Supabase.
HTML原型转Unity UGUI界面生成管线。
当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"时使用。
Meta-skill for creating new Claude Code skills with configurable execution modes.
Universal skill diagnosis and optimization tool.
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away.
Skill Install Guardian v3.0 - Professional Security Audit 当执行安全审计时,必须: 1.
Improve a skill's public listing before publish.
Security vetting protocol before installing any AI agent skill.
코드 리뷰 — 버그, 로직 오류, dead code 검출 Review the specified file(s) or current git diff for bugs, logic errors, and dead code.
> Instagram CLI (instagram-cli) is a terminal client for Instagram.
>- Run isolated E2E tests in devcontainer.
>- Implement a feature following TDD workflow.
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.
Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify the repo and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing, release packaging).
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure Automatically activates when you mention: handling.
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), file naming conventions, and handoff integrity.
Create a git commit.
代码审查和质量分析技能。
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
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.
通过真实案例创建高质量skill。
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.
| Use when the user wants to cherry-pick a PR to a release branch.
This skill supports both Chinese and English reports.
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.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Analyze skill execution traces to identify issues and automatically evolve/improve skills.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Update existing skills based on feedback.
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data management for scalable modern applications.
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。
Create distinctive, high-converting landing pages that combine proven conversion elements with exceptional design quality.
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.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
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.
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefer TDD) -> review -> finish.
Run performance benchmarks.
Test skill for SDK skill integration.
Create, repair, maintain, and consolidate skills.
Comprehensive testing and validation strategies for spec-driven development.
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…
Canonical Hone equity-research skill covering single-stock analysis, valuation framing, and criteria-based screening This is the canonical equity-research entrypoint for Hone.
Debug dbt errors — compilation failures, runtime database errors, test failures, wrong data, and performance issues.
Complete plugin development workflow: build, test, icon, troubleshoot, and setup.
Create HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations.
When the user wants to create Pinterest Pins, optimize Pin descriptions, or grow Pinterest presence.
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).
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.
Package expertise into discoverable, reusable capabilities that extend Claude's functionality.
Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.
Autonomous skill lifecycle manager.
Self-evolving skill system.
Context-aware routing to skills and hooks management.
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
Create a reusable SkillPack from a successful completed task.
Create and manage Claude Code skills following Anthropic best practices.
Implementation skill for R-based epidemiology analysis.
Implementation skill for R-based epidemiology analysis Routes epidemiology implementation tasks to epidemiology-implementation-agent.
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.
Research LaTeX documentation tasks.
Implement Lean 4 proofs and definitions using lean-lsp tools.
Research Lean 4 and Mathlib for theorem proving tasks.
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.
Orchestrate multi-agent implementation with parallel phase execution.
Orchestrate multi-agent research with wave-based parallel execution.
Research timeline planning for medical research projects.
Implement Typst documents.
Research Typst documentation tasks.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Implement Z3 constraints.
Research Z3/SMT tasks.
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 <!…
Diagnose and fix failing or degraded skills automatically — systemic-first triage, per-category playbooks, verification plan <!-- autoresear…
Weekly fleet-level skill-run analytics — ranks skills by 7d run count, surfaces success rates, exit-taxonomy distribution, and anomaly flags…
| 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.
| Best practices and workflows for single-cell and spatial omics analysis.
| 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.
| Two modes control which files and gates are loaded.
| 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.).
Build and review Blazor applications across server, WebAssembly, web app, and hybrid scenarios with correct component design, state flow, rendering, and hosting choices.
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility.
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking.
<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.
Evaluates agent skills against Anthropic's best practices.
>- Refactor pattern for SKILL.md files where the body is the only thing the agent ever reads.
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.
Start local development environment with backend and macOS app Start the backend server and macOS app for local development.
View shella daemon and plugin logs.
Guide for writing and improving Claude Code skills.
Convert feature requirements into structured end-to-end test cases as JSON.
Check what's using shella ports (47100-47199).
List, apply, or delete saved voice profiles.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
Runs SQL queries against the WordPress development database.
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.
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.
Evaluate Claude skill quality through auditing.
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.
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.
ALWAYS use when writing code importing \"sqlite-vec\".
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.
| Turn every hard-earned lesson into a reusable improvement.
Autonomous Debugging Instructions for Visual Studio Code: for [plugin].
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class PerceptionNode(Node): def init(self):; runs on Node.js.
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。
You are capturing this session's repeatable process as a reusable skill.
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.
Create and manage Claude Code skills following Anthropic best practices.
The 100th skill!
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:…
Create or edit skills with proper structure, task tracking, and naming conventions Create new skills or edit existing ones.
| 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.
Luamake 构建系统指南——用于当前项目的 `luamake` / `make.lua` / Ninja 生成流程。
> Iteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments.
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.
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
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.
Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills.
Help turn ideas into fully formed plans through collaborative dialogue.
Fetch internet content or conduct deep multi-source research.
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。
efinance 中国金融市场数据获取工具,封装 A 股行情、资金流向、龙虎榜、十大股东、业绩报表、基金净值持仓、可转债、期货等数据接口。
> Scan and audit AI agent skills for security risks before installation.
> 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。
面向 Web/JS 逆向中的浏览器补环境技能,覆盖 Proxy 吐环境、原型链修复、native toString 保护、描述符保护、navigator/document/storage/canvas/WebGL/crypto/performance/WebRTC/Worker…
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.
Senior Front-End Developer expertise in ReactJS, NextJS, JavaScript, TypeScript, HTML, CSS, and modern UI/UX frameworks You are a Senior Front-End Developer with expertise in ReactJS, NextJS, JavaScript, TypeScript, HTML, CSS, and modern UI/UX frameworks (TailwindCSS, Shadcn, Radix).
Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases This skill ensures comprehensive, complete implementation of complex tasks without shortcuts.
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities.
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.
>- Control EasyEDA Pro (嘉立创EDA专业版) programmatically through AI.
World-class Roblox game development - Lua scripting, Roblox Studio, game systems, monetization, and building experiences that millions play.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
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.
You are a senior digital imaging professional with 10+ years of Adobe Photoshop expertise.
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。
论文写作专家。
PostgreSQL Table Design workflow skill.
Linux kernel development skill grounded in local references/labs and references/lectures materials.
通用分支与特性目录管理Skill.
Pipeline for downloading academic paper full-text at scale.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
Product interrogator.
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
Record, export, and share your AI coding sessions as replayable buildlogs Record your OpenClaw coding sessions and share them on buildlog.ai.
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform This skill equips the AI to generate, debug…
Comprehensive DAG failure diagnosis and root cause analysis.
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.
Interactive hiring wizard to set up a new AI team member.
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
Local tool system for API integrations and automation.
Manages financial risks through quantitative analysis, modeling, and mitigation strategies.
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.
Path-conditional verification checklist (basic/standard/strict) with retry loop | 工具 | 类型 | 用法 | 调用方式 | |:---|:---|:---|:---| | Superpowers…
Fast, semantic, and hybrid code search tool.
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 — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
Initialize ERNE — the AI agent harness for React Native & Expo projects.
ERNE — Performance profiling and optimization using the performance-profiler agent You are executing the /erne-perf command.
ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test,…
Analyze writing samples to create a comprehensive voice DNA profile.
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 Cocos Creator 3.x development guide covering TypeScript scripting, component system, node hierarchy, scene management, resource loading, and event handling.
Comprehensive, research-backed Hinge dating profile optimization.
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
| │ ├── engines/ │ │ ├── api_client.py │ │ └── playwright_client.py │ ├── commands/ │ │ ├── search.py, download.py, publish.py
Build against the memories.sh SDK packages in application code.
Personal network intelligence — remember people, find connections, and draft intros.
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.
Solve CTF reverse engineering challenges using systematic analysis to find flags, keys, or passwords.
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
> Use when ** Showing adoption rates, market growth, performance over time.
整理 Obsidian 知识库,并通过 CLI 读写、搜索笔记或调试插件与主题。
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage.
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
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.
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
Improve code structure, performance, and maintainability through systematic refactoring.
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Enforce coding standards, style guides, and architectural patterns across projects.
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…
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.
Optimize X/Twitter posts for maximum reach using algorithm insights.
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/.
Trace native execution on Android with Frida Stalker (Frida 17+): call summaries, event parsing, transforms, and performance-safe start/stop patterns.
Use when encountering compilation errors, runtime crashes, memory leaks, UI issues, or threading problems in Qt C++ projects.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
Photoshop MCP mandatory workflow rules (R1-R7), coordinate system, layer stack order, canvas rotation, selection fundamentals, mask fundamentals (white=visible black=hidden), smart objects vs rasterized layers, fill opacity vs layer opacity.
| agent-browser 是 AI-native 的浏览器自动化 CLI 工具,基于 Playwright,使用 Refs 机制简化元素选择,上下文消耗比传统方案少 93%。
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma pro…
Access a personal Slack workspace via session tokens (no app install required).
> Windows: C:\Users\<用户名>\Zotero\zotero.sqlite macOS: ~/Zotero/zotero.sqlite Linux: ~/Zotero/zotero.sqlite 配置文件: %APPDATA%\Zotero\Zotero\Pro…
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.
Lightweight research playbook optimized for the FF-Terminal agent.
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.
Diagnose broken CI pipelines across GitHub Actions, GitLab CI, and similar build systems by inspecting configs, logs, caches, artifacts, and step failures.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
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.
Docker 多服务部署最佳实践 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
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.
Convert Figma designs to pixel-perfect, responsive code.
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.
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.
Interface with the Neo Market Collaboration Infrastructure.
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.
> A "Ralph loop" occurs when an agent: GATE 1 — EVIDENCE CHECK "Am I claiming I did something?" YES → "Can I point to tool output in THIS tu…
> | Use ralph-small | Use ralph-medium (this) | Use ralph-huge | |---------------------|----------------------------|-------------------| |…
> I receive a task.
> | Use ralph-small (this) | Use ralph-medium | Use ralph-huge | |---------------------------|---------------------|-------------------| | 1…
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.
> 用户进入时,优先判断是否属于以下两个核心场景: | 用户诉求 | 使用模式 | 参考文件 | |---------|---------|---------| | 从零写一部短剧 | /original-drama | references/original-drama-wor…
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.
| Use when this capability is needed.
Pull unresolved PR review comments and address them.
> AddressSanitizer (ASan) is a widely adopted memory error detection tool used extensively during software testing, particularly fuzzing.
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md).
Generates and improves AGENTS.md files for software projects.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
>- Use when this capability is needed.
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.
This skill should be used when optimizing AMD GPU kernels on MI300 using the aiter project, including running op tests, benchmarking, iterating on kernel changes, and recording results in the kernel experiment database.
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues.
Use this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or a…
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
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 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 implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
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 when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
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 working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing or debugging ANY network connection, API call, or socket.
Use when implementing or debugging ANY network connection, API call, or socket.
Use when implementing or debugging ANY network connection, API call, or socket.
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 app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when the user wants automated performance profiling, headless Instruments analysis, or CLI-based trace collection.
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 storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
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 building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
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 asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
群聊精华提取专家。
Performance regression detection using the browse daemon.
Cross-model benchmark for gstack skills.
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
Fetch real, verifiable data for a Bilibili video so you can cite it instead of guessing.
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.
| Use when this capability is needed.
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.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
Post-deploy canary monitoring.
Safety guardrails for destructive commands.
Diagnose and fix Claude in Chrome MCP extension connectivity issues.
CI/CD patterns for mobile - GitHub Actions workflows for Android/iOS, Fastlane integration, code signing, artifact publishing, and automated release.
>- Search and recover content from Claude Code session history stored in active homes and explicitly registered long-term archives.
>- Claude Code's personal memory lives in ~/.claude/projects/<project-slug>/memory/.
Diagnose and resolve Claude Code plugin and skill issues.
>- This skill creates an isolated-but-shared profile system for Claude Code CLI.
CLI Coding Agents.
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering.
Manage apps on a Cloudron server using the cloudron CLI.
'Guides the agent through a short, repeatable debug loop: capture the Refer to templates/fix_checklist.md and ensure every box is addressed:
"Guides the agent through a short, repeatable debug loop: capture Use when the user request matches this skill's domain and capabilities.
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user…
Systematic code maturity assessment using Trail of Bits' 9-category framework.
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?).
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.
Build Codex-native workflows for open-source maintenance.
Automate git commit and push following the project's review workflow.
> Use when this capability is needed.
> Use when this capability is needed.
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.
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
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.
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
Database access patterns for performance.
**Database Design & SQL Review**: Expert guide for schema design, database migrations, query optimization, indexing strategy, and database performance.
Design database schemas, write efficient SQL queries, create migrations, and optimize database performance.
Debug nano-core agent runtime issues (Docker default, host opt-in).
>- Evidence-driven investigation methodology for incidents where the obvious cause is probably wrong.
Deploy Grokky — start Docker, ensure grok_spawner, build images, publish package Use when this capability is needed.
| Use when this capability is needed.
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them…
Token architecture, component specifications, and slide generation.
Token architecture, component specifications, and slide generation.
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。
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
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.
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single codebase.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
>- Use when this capability is needed.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API.
Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints.
Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
读取、新建或精细编辑 DOCX,并检查版式、修订与评论结构。
>- Thin incremental layer over minimax-skills:minimax-docx.
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.
> Export Douban user collections (books, movies, music, games) to CSV files.
Analyzes DWARF debug information in compiled binaries.
| Use when this capability is needed.
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid.
> 根据用户问题的类型,优先阅读以下对应的参考文件: |------|---------| | 项目规划 / 流程 / 阶段管理 | references/process.md | | 芯片选型 / 架构设计 | references/architecture.md | | 驱动…
Design engineering principles and patterns for building polished, accessible web interfaces.
| Use when this capability is needed.
Analyzes smart contract codebases to identify state-changing entry points for security auditing.
| Use when this capability is needed.
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.
One-shot review of an external GitHub PR.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
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.
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 ./...).
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions.
Install and use FlAI AI chat components in Flutter projects.
Monitors the fleet of concurrent workflows across every registered domain (api/shared/domains.py).
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.
当用户需要进行 Flutter 移动应用开发时使用。
Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers` key **`flutter-mcp-toolkit`**, or legacy **`flutter-inspector`**).
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.
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented evidence for each.
Restrict file edits to a specific directory for the session.
>- Audit the interface the user can actually see.
> 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。
Analyze Google Takeout exports of Gemini conversation history.
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.
Provides comprehensive GitHub operations using gh CLI and GitHub API.
> 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.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
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.
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns.
Troubleshoot Golang programs systematically - find and fix the root cause.
> Use when this capability is needed.
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.
Router for the gstack skill suite.
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.
Full safety mode: destructive command warnings + directory-scoped edits.
Smart contract development advisor based on Trail of Bits' best practices.
Adapted from Hugging Face's evaluation manager skill for Use when another skill is a better direct match for the task.
This skill enables you to manage, track, and analyze evaluation results for machine learning models used in agricultural applications.
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.
> Use when this capability is needed.
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
Regenerate the iOS debug bridge against the latest upstream gstack templates.
Plan → code → review → re-code feedback loop with persistent state across iterations.
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, service account abuse, and privilege escalation paths using kubectl, rbac-tool, KubiScan, and Kubeaudit.
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and RBAC.
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and deviations from security best practices.
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology; set up its Helm chart, release CLI, daemon, or topology viewer; run Kubernetes topology queries; diagnose Pod or Workload failures with AI-agent workflows; or connect human visual troubleshooting to the CLI and HTTP API.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring distributed tracing across services, or diagnosing common failure modes.
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.
>- List project-scoped local histories without reconstructing ad hoc rg, stat, discovery, schema introspection, filtering, de-duplication, t…
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.
>- Diagnose the actual source of disk pressure, reclaim only approved space, and prove that the cleanup did not damage user data or co-resident services.
Test email sending locally using Mailpit with .NET Aspire.
When the user wants to audit, review, or diagnose SEO issues on their site.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Run live tests of the Ariadne MCP server using Claude Code in headless mode.
> Use when this capability is needed.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
>- 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.
>- Use when this capability is needed.
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns.
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".
Node.js + Express backend patterns.
>- Use when this capability is needed.
Use this skill when the user wants to generalize a recorded MCP workflow, rename tools to readable names, replace raw API params with natural-language parameters, fix bot detection issues (Akamai, Cloudflare, PerimeterX), rewrite operations to use CDP browser execution, or make a generated MCP server usable by Claude Code.
>- Switch or repair an OpenClaw instance's model configuration by safely editing openclaw.json.
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.
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.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
> 从新浪财经免费公开接口抓取 A 股医药板块实时行情,分析后通过飞书发送日报。
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).
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright.
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.
PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features.
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。
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
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.
When the user wants to design, implement, debug, or scale Python API tests using pytest + requests/httpx.
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.
Report-only QA testing.
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
Lightweight research playbook optimized for the FF-Terminal agent.
Lightweight research playbook optimized for the FF-Terminal agent.
> Use when this capability is needed.
> 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.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
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.
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
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.
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
>- 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.
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.
Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Perform language and framework specific security best-practice reviews and suggest improvements.
Creates language variants of existing Semgrep rules.
Choose the right serialization format for .NET applications.
> Use when this capability is needed.
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.
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
把一套反复使用的 Agent 工作流打磨成可复用的 SKILL.md。
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.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
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…
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
Load a flat dataset (CSV / Parquet / JSON / Excel) into a SQL database.
Project status dashboard — Copilot instructions budget, unfilled placeholders, lessons file size, hooks executability, jq availability, plug…
Perform real structural engineering calculations — beam deflection, stress analysis, buckling, safety factors.
Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks.
<!-- 🤖 【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 -->
>- Use when this capability is needed.
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).
Use this skill when authoring or running a Terraform plan/apply, refactoring modules, performing state surgery, importing existing cloud res…
Use when implementing any feature or bugfix, before writing implementation code Write the test first.
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.
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks.
Performs graph-assisted triage of a single security finding, SARIF result, weAudit annotation, suspicious function, or report excerpt using Trailmark reachability, entrypoint paths, taint, privilege-boundary, blast-radius, caller/callee, and neighborhood evidence.
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
>- Diagnose and fix conflicts when Tailscale coexists with proxy/VPN tools on macOS, with specific guidance for SSH access to WSL instances.
Design .NET types for performance.
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.
Hunts for the other instances of a bug already found — the variants of one root cause across a codebase.
Mutation-driven test vector generation.
This skill should be used when comparing two videos to analyze compression results or quality differences.
>- Use when this capability is needed.
>- Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis.
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.
>- Diagnose and fix Windows App (Microsoft Remote Desktop / AVD / WVD / W365 / direct PC) connection issues on macOS, with focus on transport protocol optimization and root-cause falsification.
Generate an interactive bash wizard that walks a human through steps only they can perform.
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification.