shinpr

Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.

Guides subagent coordination through implementation workflows. Use when orchestrating multiple agents, managing workflow phases, or determining autonomous execution mode.

Clarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream agents can execute without guessing. Use when writing or revising LLM-facing prompts, handoffs, planning artifacts, reviews, reports, or generated instructions.

Investigate problem, verify findings, and derive solutions

Adjust an already-implemented UI in-session with verification against the design source

Execute frontend implementation in autonomous execution mode

Execute from codebase analysis to frontend design document creation

Create frontend work plan from design document and obtain plan approval

PRD、ADR、Design Doc、UI Spec、作業計画書の作成を支援。技術ドキュメントの作成・レビュー時、または「UI Spec/画面設計/コンポーネント分解」が言及された時に使用。

Guides PRD, ADR, Design Doc, UI Spec, and Work Plan creation. Use when creating or reviewing technical documents, or when "UI spec/screen design/component decomposition" is mentioned.

入力・出力・成功基準・決定事項・未解決条件を明確化し、下流エージェントが推測せず実行できるようにする。LLM向けのプロンプト・ハンドオフ・計画成果物・レビュー・レポート・生成指示を記述または改訂する時に使用。

タスクの本質を分析し適切なスキルを選択。規模見積もりとメタデータを返却。タスク開始時、スキル選択時に使用。

Clarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream agents can execute without guessing. Use when writing or revising LLM-facing prompts, handoffs, planning artifacts, reviews, reports, or generated instructions.

Analyzes task essence and selects appropriate skills. Returns scale estimates and metadata. Use when starting tasks or selecting skills.

Detects code smells, anti-patterns, and readability issues. Use when implementing features, reviewing code, or refactoring.

Defines frontend environment variables, component design, and data flow patterns. Use when configuring React environment.

Documentation creation criteria for PRD, ADR, Design Doc, UI Spec, and Work Plan with templates. Use when: creating or reviewing technical documents, determining which documents are required, or following document templates.

Add integration/E2E tests to existing codebase using Design Docs.

Execute decomposed backend tasks in autonomous execution mode using task-executor and quality-fixer.

Execute from codebase-scoped analysis to design document creation.

Investigate problem, verify findings, and derive solutions through structured diagnosis.

Adjust an implemented UI with external resource context, focused write-set confirmation, verification, and quality checks.

Execute frontend tasks in autonomous execution mode using task-executor-frontend and quality-fixer-frontend.

Execute from codebase-scoped analysis to frontend design document creation including UI Spec.

Guides PRD, ADR, Design Doc, and Work Plan creation. Use when: planning features, writing specs, or creating technical documents.

Detects code smells, anti-patterns, and debugging issues. Use when: fixing bugs, reviewing code quality, or refactoring.

Applies coding standards for clean, maintainable code. Use when: writing functions, handling errors, refactoring, or reviewing code style.

Selects implementation strategy (vertical/horizontal/hybrid) with risk assessment. Use when: planning features or deciding development approach.

Designs integration and E2E tests with mock boundaries. Use when: writing E2E tests, integration tests, or reviewing test quality.

Validates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.

Applies TDD process, test quality criteria, and mock guidelines. Use when: writing unit tests, using mocks, or reviewing test quality.

Prioritizes tests based on ROI and critical user journeys. Use when: deciding test coverage, selecting test types, or budgeting effort.

Analyzes and optimizes prompts using BP-001~008 patterns and 3-step flow (detect, optimize, balance). Use when "optimize this prompt", "review prompt quality", "analyze prompt issues", or creating/reviewing rashomon skill content.

Project-specific prompt optimization knowledge management. Use when storing or retrieving learned patterns from comparisons. Provides schema, extraction criteria, capacity management, and retention scoring.

Git worktree management for isolated parallel prompt execution. Use when creating isolated environments for prompt comparison or managing worktree lifecycle. Provides creation, cleanup, and orphan detection scripts.

Creates or updates Claude Code skills through interactive dialog, then evaluates effectiveness by parallel execution comparison. Use when creating new skills, updating existing skills, or evaluating skill quality.

Compares original and optimized prompts by parallel execution in git worktrees. Use when evaluating prompt improvement effects or learning prompt engineering through concrete examples.

Search, ingest, expand chunk context, or manage local documents via a local RAG MCP server (tools: query_documents, read_chunk_neighbors, ingest_file, ingest_data, delete_file, list_files). Use when user says "search my docs", "save this page", "read around that chunk", "what did I save about X", or invokes `npx mcp-local-rag`.

Optimizes image generation prompts using Subject-Context-Style structure. Use this skill when generating images, creating illustrations, photos, visual assets, editing images, or crafting prompts for any image generation model.

Run agent definitions as sub-agents. Use when the user names an agent or sub-agent to run, references an agent definition, or delegates a task to an agent.

Maps Claude Code tool, agent, and progress-tracking identifiers to Grok runtime equivalents while preserving claude-code-workflows (dev-workflows*) execution semantics. Use when running dev-workflows* on Grok, including recipe-* orchestration that needs CC→Grok translation.

Reviews GitHub PRs with Claude Code or Codex reviewers on deterministic PR snapshots, repository quality criteria, and configurable posting. Use when asked to review a PR URL, re-review a PR, post PR comments, or create a PR review quality profile.