Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
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 →Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
Describes the sub-agent pipeline: task-decomposer breaks a task into subtasks, task-worker implements them, work-reviewer checks the result; on issues feedback goes back to the worker. Use when orchestrating multi-step work with task-decomposer, task-worker, and work-reviewer agents, or when the user asks how these agents work together.
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Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.
Guidance for `effect/Tuple` focused on APIs like get, map, and make. Load after `effect-skill-router` when this module is the primary owner.
Expert-level Mermaid diagram creation, validation, and multi-format rendering. Creates diagrams from descriptions or code analysis, validates syntax, and renders to SVG, PNG, or ASCII with professiona
Simplifies and refines code for clarity, consistency, and maintainability while preserving exact functionality. Focuses on recently modified code unless instructed otherwise. Use when the user asks to simplify, refactor for readability, reduce complexity, improve maintainability, dedupe, or clean up code after changes.
在本仓库中快速搭建服务端分页列表页：useTable、AiiSearch、AiiTable、TanStack Router。弹窗（useModal）、抽屉（useDrawer）、命令式确认（$modal.confirm）、工具栏、行操作、批量栏均为按需选用，按用户明确要求再接入。Skill 内嵌完整参考代码，不依赖仓库中的演示路由文件。在用户新增列表页、管理后台表格页或 CRUD 页面时使用。
Align MCPAtlas work with roadmap, impact, and success metrics. Use when prioritizing features, defining scope, writing roadmap/ROADMAP.md, or discussing user value and CNCF Sandbox positioning.
Generates commit messages and PR titles using Conventional Commits for Release Please. Use when writing commit messages, squashing commits, or naming PRs so releases and version bumps are correct.
Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.
oauth-integrations
Add support for a new AI coding tool to rule-composer.
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
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Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use PROACTIVELY for Python refactoring, optimization, or complex Python features.
Complete Phase 2 instructions — scope planning, anti-bloat rules, screen metadata format, Make TC-EBC prompt framework, Guidelines.md structure, and quality checks. Read this when running /phase2.
Implements features strictly from specs. Reads specs first, modifies only listed files, no scope creep. Use when implementing a feature, working with specs/, or when the user references a spec number.
Serve MarkdownViewer-web-pro locally for testing. Use when the user says /localdeploy, asks to test locally, run a local server, or preview before pushing.
Domain knowledge and conventions for the hmnm dating progress app — a Refined Heritage themed React/MUI app that tracks a couple's relationship milestones. Use when working on this project, adding new timeline events, creating components, updating the theme, or editing any file under src/.
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'Visualizes Azure infrastructure from ARM templates, Azure CLI, or descriptions. Use when user has Azure resources to diagram.'
Implement technical plans from thoughts/shared/plans with verification
Verifies that a PaperMiner change is ready to hand over by checking tests, lints, ripple effects, and documentation sync. Use before declaring a feature, refactor, or bug fix complete.
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High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
Enforces API documentation using language-standard comments for public interfaces and generates Conventional Commits style messages when asked, clearly summarizing changes. Use when creating or modifying public classes/functions or when the user requests commit messages.
Perform cross-artifact consistency and quality analysis. Automatically
Drives iterative development of the Pet Central trusted marketplace. Use when building features, improving UI/UX, implementing backend modules, testing, or completing any work described in docs/spec.md. Applies to all apps (web-consumer, web-vendor, web-admin, web-partner, web-kiosk), packages (ui, database, auth, etc.), and the api-gateway. Includes complete testing and validation with correction loops until the system is fully functional.
Design and implement Concept Encoder PyTorch modules safely. Use when sketching tensor shapes, writing or refactoring nn.Module code, checking memory or DDP behavior, choosing AMP or torch.compile patterns, or improving training-time performance and numerical stability. Not for experiment logging, changelog updates, or high-level research prioritization.
Use this skill when building, debugging, or optimizing Jazz applications. It covers Jazz's bindings with various different UI frameworks, as well as how to use Jazz without a framework. Look here for details on providers and context, hooks and reactive data fetching, authentication, and specialized UI components for media and inspection.
Goal: build a skill that finds real vulnerabilities while minimizing false positives.
Verify an E2E test fix by running the test multiple times and checking code quality
Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.
Run CADT integration tests, live API tests, and test data cleanup. Use when the user asks to run integration tests, run v1 or v2 tests, run live API tests, or delete test data.
Process all unaddressed PR review comments in parallel. Each comment gets a dedicated subagent that either applies the fix or replies with technical reasoning for disagreement.
`_internal/release_notes/RELEASE_NOTES_<version>.md` (e.g. `RELEASE_NOTES_2.2.0.md`).
Use the `wtx` PowerShell CLI to create, navigate, and manage git worktrees for parallel development in this monorepo.
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Profile app performance while browsing, collecting Web Vitals and React rerender data via react-scan. Orchestrates parallel profiler subagents via playwright-cli to capture navigation timing, long tasks, layout shifts, LCP, React commit counts, render bursts, and per-component render data. Use when profiling browsing performance, finding bottlenecks, diagnosing excessive rerenders, or auditing page performance.
Tailwind v4 + shadcn/ui
Maintain a development log (DEVLOG.md) at the project root. Use at the START and END of every coding session, after implementing features, fixing bugs, refactoring code, or making any meaningful code changes. Automatically triggered for all development tasks.
Reviews local git changes and generates a pull request summary following the project template. Use when the user asks to automate PR summary, generate PR description, fill PR template, or review local changes for a PR.
Implement new MCP tools in the deno-mcp-template project. Provides the exact file structure, type signatures, registration steps, and patterns for standard tools, sampling tools, form and URL elicitation, resource-backed tools, and notification tools. Use when adding a new tool, creating MCP tools, or asking how tools work in this project.
Johnny Decimal + PARA organization
Create a new Vite plugin in the @taucad/vite package following project conventions and Vite 8 best practices. Use when adding a Vite plugin, creating dev server middleware, implementing build transforms, or extending Vite configuration for the Tau monorepo.
Sync .env from 1Password using env_var_mappings.
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'Stage files and create a conventional commit with a well-formed message.'
Reproduce and debug Android bugs on an emulator using ADB. Covers emulator setup, test data seeding, UI navigation via uiautomator, log capture, and screenshots. Use when the user asks to reproduce a bug, debug an issue on an emulator, or investigate an Android crash/behavior.