Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Tool Design for Agents workflow skill. Use this skill when the user needs Build tools that agents can use effectively, including architectural reduction patterns. Use when creating new tools for agent systems, debugging tool-related failures or misuse, or optimizing existing tool sets for better agent performance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
YES.md \u2014 AI Governance Engine workflow skill. Use this skill when the user needs 6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Protocol Reverse Engineering workflow skill. Use this skill when the user needs comprehensive techniques for capturing, analyzing, and documenting network protocols for authorized security research, interoperability work, and debugging, with emphasis on evidence preservation, safe capture practice, and source-backed analysis.
Python Performance Optimization workflow skill. Use this skill when the user needs to profile and optimize Python code using cProfile, memory profilers, benchmark discipline, and performance best practices. Use when debugging slow Python code, isolating bottlenecks, or improving application performance with measurement-first evidence before and after each change.
RAG workflow skill. Use this skill when a user needs retrieval pipelines, chunking, ranking, citations, and evaluation for an AI application.
codesee
cursor
debugbear
deepseek
honeycombio
kodagpt
moesif
resurface
tenderly
treblle
Propose, configure, debug, and maintain Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events). Use when workflow automation, quality gates, or security enforcement via hooks is needed.
Rust↔Python interop architecture in duroxide-python. Use when modifying the PyO3 bridge, adding ScheduledTask types, fixing GIL deadlocks, changing tracing delegation, or debugging block_in_place / with_gil behavior.
OpenClaw platform reference - plugin system, extensions, configuration, boot/provisioning, channels, models, CLI. Use when working on openclaw codebase, building openclaw plugins/extensions, configuring openclaw instances, provisioning openclaw gateways, designing agent provisioning flows (e.g. agentbox), or debugging openclaw config/plugin/channel issues. Triggers on openclaw, openclaw config, openclaw plugin, openclaw extension, openclaw channel, openclaw gateway, openclaw provisioning, openclaw onboarding, openclaw boot, openclaw skills, BOOT.md, openclaw.plugin.json, openclaw-x402, agentbox provisioning.
Threading patterns in Delphi — TThread, TTask, TParallel, Synchronize, Queue, thread-safety, Producer-Consumer, pools, cancellation and debugging
Build against the memories.sh SDK packages in application code. Use when working with `@memories.sh/core` or `@memories.sh/ai-sdk`, including: (1) Initializing `MemoriesClient`, (2) Reading, writing, searching, or editing memories from backend code, route handlers, workers, or scripts, (3) Integrating memories with the Vercel AI SDK via `memoriesMiddleware`, `memoriesTools`, `preloadContext`, or `createMemoriesOnFinish`, (4) Choosing and applying `tenantId` / `userId` / `projectId` scoping, (5) Managing SDK skill files or management APIs, or (6) Debugging memories SDK usage in TypeScript or JavaScript applications. Use `memories-cli` for CLI workflows, `memories-mcp` for MCP setup, and `memories-dev` for monorepo internals.
CSS and UI animation patterns for responsive, polished interfaces. Use when implementing hover effects, tooltips, button feedback, transitions, or fixing animation issues like flicker and shakiness.
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Architecture patterns for React-based webviews in the vscode-documentdb extension. Use when creating new webview components, modifying existing views (CollectionView, DocumentView), working with state management (Context API), integrating Fluent UI components, handling Monaco Editor or SlickGrid, solving stale closure bugs with refs, or debugging webview rendering issues. Does NOT cover tRPC messaging (see webview-trpc-messaging skill) or accessibility/ARIA (see accessibility-aria-expert skill).
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform
Use when building or debugging interactive 3D scenes on the web with Three.js (scene/camera/renderer, lights/materials, GLTF loading, controls, performance). Helpful for designers shipping 3D UI moments.
Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.
Use when you need to add or debug professional web animations with GSAP (timelines, ScrollTrigger, stagger, transforms) in HTML/CSS/JS/React. Includes patterns for smooth motion, performance, and common pitfalls.
Path-conditional verification checklist (basic/standard/strict) with retry loop
AI behavioral guideline for autonomously detecting work session boundaries and proposing updates to current_focus.md. The AI monitors conversation flow for natural breakpoints and acts without explicit invocation.
Create and manage non-urgent bugfix branches in a git worktree with standard PR workflow (squash merge).
Multi-agent competing hypotheses debugging. Use when stuck on a bug, need root cause analysis, or want competing debug theories.
Record decisions and justifications during SDD agent execution, and pass structured context between agents via handoff envelope. Use when an agent needs to document decisions made (Reasoning Log) or perform a handoff to another agent. Do not use for architecture documentation (use ADRs), complexity analysis (use complexity-analysis), or debug logs.
Crafting effective prompts for LLMs. Use when designing prompts, improving output quality, structuring complex instructions, or debugging poor model responses.
Identifies mobile layout issues across devices: responsive breakpoint problems, text sizing issues, column stacking failures, element visibility problems, and navigation menu behavior.
Debug workflow per foundation command.
ROS2 调试技能 - 节点调试、话题分析、bag 回放、rqt 工具使用
Shows environment variables and commands for debugging ollama37. Use when troubleshooting server startup failures, GPU detection issues, CUBLAS errors, or runtime problems.
'Use this skill whenever the user installs, configures, or debugs Google Analytics 4, or mentions gtag.js, GTM, conversion tracking, e-commerce events, or a cookie/consent banner tied to analytics. Covers installation, event tracking, user properties, e-commerce, Consent Mode v2 for EU/UK visitors, SPA pageview tracking, and BigQuery export. Skip for other analytics products (Plausible, Mixpanel, PostHog, Segment), Universal Analytics (sunset 2024), or server-side-only tracking.'
- "Why is this function failing?"
Quick reference for all GitNexus MCP tools, resources, and the knowledge graph schema.
'Core authentication patterns for Convex backends. Use when implementing auth checks in functions, storing users in database, creating auth helpers, or debugging auth issues. Works with any auth provider (Clerk, WorkOS, Auth0, etc.).'
Investigate dependency source code and manage external repos via repos.yaml. Use when investigating how a library works internally, exploring dependency source, reading upstream code, debugging third-party behavior, adding a new dependency to track, contributing to upstream forks, or when the user mentions repos.yaml, repo manifest, or upstream repos. Preferred over searching node_modules.
description: Debug and audit financial models for errors — circular references, broken formulas, hardcoded overrides, balance sheet imbalances, cash flow mismatches, and logic gaps. Use when a model i
'Use this skill when building, explaining, or debugging regular expressions for pattern matching, validation, or text extraction. Trigger phrases: ''write a regex'', ''match this pattern'', ''validate this format'', ''extract from text''. Not for natural language parsing or full grammar parsing (use a parser instead).'
You are a senior Ruby developer and workflow architect who designs concise, actionable SKILL.md files for AI-assisted development.
Build, debug, and optimize CMDx tasks and workflows in Ruby. Use when creating service/command objects with CMDx, composing business logic into workflows, handling task failures and interruptions, or working with CMDx attributes, callbacks, middleware, and configuration.
Use this skill when building, debugging, or optimizing CRM Analytics dataflows — defining node types (sfdcDigest, Append, Augment, computeExpression, computeRelative, Flatten, dim2mea, sfdcRegister), scheduling runs, handling run failures, and tuning performance. NOT for standard data processing outside CRM Analytics, for recipe-based data prep, or for SAQL dashboard query tuning.
Use this skill when configuring Salesforce B2B or D2C Commerce checkout: payment methods, shipping/tax integration, guest checkout, order summary setup, and CartCheckoutSession state orchestration. Trigger keywords: checkout flow, payment adapter, shipping tax integration, guest checkout, order summary, CartCheckoutSession, Managed Checkout, Commerce checkout flow. NOT for CPQ quoting, Checkout.com account management, or Service Cloud Order Management post-fulfillment logic.
Use this skill when designing the checkout experience for a Salesforce B2B or D2C Commerce storefront — covering runtime model selection (LWR Managed Checkout vs Aura Flow Builder), cart and line-item requirements, payment option scoping, shipping rule definition, and guest vs. registered buyer experience design. Trigger keywords: checkout flow design, checkout UX requirements, LWR vs Aura checkout, guest checkout design, payment options design, shipping rules, checkout experience planning. NOT for implementation: does not cover Apex adapter code, CartCheckoutSession debugging, Extension Point registration, or Flow Builder configuration steps.
Use this skill when writing or debugging SOQL relationship queries in Apex — child-to-parent dot notation traversal, parent-to-child subqueries, and polymorphic TYPEOF lookups. Trigger keywords: relationship query, subquery, dot notation, getSObjects, TYPEOF, WhatId, WhoId. NOT for aggregate queries (use apex-aggregate-queries), NOT for SOSL text search, NOT for Bulk API data loads (subqueries unsupported there).