Use when 已有经批准的设计/规格说明、多步骤实施任务，在动代码之前需要可执行任务清单时。触发场景：写实施计划、拆解开发任务、implementation plan、执行计划文档、任务拆分、按 TDD 步骤写计划。
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 →Use when 已有经批准的设计/规格说明、多步骤实施任务，在动代码之前需要可执行任务清单时。触发场景：写实施计划、拆解开发任务、implementation plan、执行计划文档、任务拆分、按 TDD 步骤写计划。
Develop and maintain the PWAFire PWA utilities library. Use when working on pwafire package, adding PWA APIs, fixing modules, writing tests, or contributing to the PWAFire codebase.
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Debug and troubleshoot WorkOS AuthKit authentication issues with Convex. Use when authentication fails, JWT validation errors occur, user identity returns null, email claims are missing, admin access checks fail, or sign in button does not work. Supports Netlify deployment.
Verifies Android build using the project's Docker image (randomgraphics/garnet:latest). Use when the user asks to verify Android build, run Android in docker, or when a task requires Android docker verification.
Create, validate, and apply Supabase migrations with idempotent SQL, RLS checks, and types regeneration. Use when the user mentions migrations, db diff, schema changes, or type generation.
Guidance for `effect/Redactable` focused on APIs like getRedacted, isRedactable, and redact. Load after `effect-skill-router` when this module is the primary owner.
Recommend the best Chi implementation approach based on project context. Use when the user asks which Chi approach to use (Vue, Web Components, or HTML/CSS), when starting a new project with Chi, or when migrating between approaches. Provides framework-specific guidance and code examples.
'Implement a new Packmind AI agent rendering/deployer pipeline (single-file or multi-file) with type and registry wiring, frontend UI/docs updates, and thorough unit/integration tests to reliably support additional coding assistants and distribution formats when introducing a new agent integration or render mode.'
Create new Claude skills
Automate GitHub Issues lifecycle workflows with deterministic scripts. Use when creating, triaging, assigning, updating, linking, or closing issues in this repository, especially when converting planning documents in docs/tasks or docs/rfcs into trackable GitHub issues with required type labels and default priority handling.
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Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
Analyze codebase with 4 parallel mapper agents via CSV wave pipeline. Produces .workflow/codebase/ documents for tech-stack, architecture, features, and cross-cutting concerns.
Performance analysis and optimization opportunities. Use when application feels slow or before optimization work.
Document Spring MVC controllers with Swagger/OpenAPI while keeping controllers readable.
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Generate a detailed Product Requirements Document via `tx doc add prd`. Uses EARS requirement syntax with traceable IDs, acceptance criteria, and non-functional requirements. References plan via file path instead of embedding. Plan lives in ~/.codex/plans/<name>.md. Designed to be created alongside a companion `/design-doc`. Output lands in specs/prd/<name>.md.
Create specialized Codex sub-agents with custom system prompts and tool configurations. Use when users ask to create a new sub-agent, custom agent, specialized assistant, or want to configure task-specific AI workflows for Codex.
Add Tinkerloop to a target project or update a target-owned integration. Use when creating or editing adapters, wrapper scripts, or target-owned scenario directories, especially when the target repo lives outside the Tinkerloop repo.
Vyper smart contract compiler internals. Use when working on the Vyper compiler codebase — compilation pipeline, Venom IR, semantic analysis, code generation, testing, or contributing. Triggers on vyper compiler development, Venom passes, AST/semantics changes, codegen work, or test writing.
Development guide for the File Organizer MCP server codebase. Use when (1) adding new MCP tools, (2) adding new services, (3) modifying existing tools or services, (4) writing tests, (5) fixing security issues, (6) refactoring code, or (7) understanding the architecture. Provides patterns for Zod schemas, path validation, error handling, and security-hardened file operations.
Explain day-to-day kinic-cli usage for memory canister workflows, including auth mode selection, discovery commands, prefs, TUI entrypoints, and agent-friendly JSON usage. Use when a user asks how to operate the CLI, which command to run, how to inspect or search memories, how to manage prefs, or how to consume kinic-cli from an AI agent or script.
Use Raymon’s MCP server to search and inspect Ray-style logs. Use when you need to (1) set up Raymon as an MCP server (local or remote with auth), (2) search stored entries with filters/pagination, or (3) fetch full entry payloads by UUID for debugging/triage.
Use this skill when the user asks to use SAGAN to fit a spectrum, do spectral fitting with SAGAN, or fit AGN or galaxy emission-line or absorption-line spectra with SAGAN.
Domain-grounded judgment for creation: code, visuals, documents, design, data artifacts, and other output where quality depends on choosing what not to include. Use this skill when the user wants something to feel authored rather than generated, when the brief says a draft feels off, when polish alone is insufficient, or when the deliverable is externally visible and the quality bar is shaped by practitioner norms. Triggers on requests like 'use taste', 'apply taste', 'make this good', 'tighten this', 'clean this up', 'less is more', 'this feels generated', or any creation task where judgment matters more than coverage. Do not use for exhaustive extraction, rote transformation, or work where comprehensiveness is the explicit goal.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool.
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Initialize a repository for ASDLC adoption with AGENTS.md and directory structure
Comprehensive guide to nv vae. Master the concepts, implementation, best practices, and real-world applications of nv vae in professional environments.
Professional Gemini CLI Skill Architect — specialized in scaffolding, converting (Claude to Gemini), and refactoring/optimizing skills.
Comprehensive guide to llm memory. Master the concepts, implementation, best practices, and real-world applications of llm memory in professional environments.
Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.
Use this skill when loading and managing resources in PixiJS v8. Covers Assets.init, Assets.load/add/unload, bundles, manifests, background loading, onProgress, caching, spritesheets, video textures, web fonts, bitmap fonts, animated GIFs, compressed textures, SVG as texture or Graphics, resolution detection, per-asset data options, and forcing a specific loader with the parser field (for extension-less URLs). Triggers on: Assets, Assets.load, Assets.init, loadBundle, manifest, backgroundLoad, Spritesheet, Cache, LoadOptions, unload, parser, loadParser, loadWebFont, loadBitmapFont, loadVideoTextures, GifSource, VideoSourceOptions.
Foundry is a Rust-based toolkit for developing, testing, and deploying Ethereum smart contracts using Solidity.
Discover high-level architectural requirements for change-set specs
GRC (Governance, Risk, Compliance) manages organizational policies, risks, and regulatory compliance.
Comprehensive guide to ssd. Master the concepts, implementation, best practices, and real-world applications of ssd in professional environments.
Ensures usability, accessibility, and design consistency; aligns UI with project design system. Use when assigned UI/UX Expert role, when working on frontend, design system, accessibility, or user flows.
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Plan mode for clawg — inspect context, write a markdown plan into the active workspace's `.clawg/plans/` directory, and do not execute the work.
Comprehensive guide to datafusion. Master the concepts, implementation, best practices, and real-world applications of datafusion in professional environments.
Use when questions.md is approved and the QRSPI pipeline needs objective codebase and web research — dispatches parallel specialist subagents per question, synthesizes findings into research/summary.md
Systematic debugging with hypothesis-driven investigation. Use when something is broken, tests are failing, unexpected behavior occurs, or errors need investigation. Triggers on: 'this is broken', 'debug', 'why is this failing', 'unexpected error', 'not working', 'bug', 'fix this issue', 'investigate', 'tests failing', 'trace the error', 'use debug mode'. Full access mode - can run commands, add logging, and fix issues.
Comprehensive guide to gamma regression. Master the concepts, implementation, best practices, and real-world applications of gamma regression in professional environments.
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Expert waterproofing specialist with deep knowledge of membrane systems, liquid-applied coatings, and moisture management. Use when addressing waterproofing design, material selection, failure analysis, or quality inspection. Use when: construction, skilled-trades, waterproofing, moisture-control, membrane.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Mandatory quality assurance for all dev work before publishing. Use BEFORE deploying any project to production. Validates build, tests browser functionality, checks mobile responsiveness, and ensures no broken links/images.