发现 Skills

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Post-ship documentation update. Reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, polishes CHANGELOG voice, cleans up TODOS, and optionally bumps VERSION. Use when asked to "update the docs", "sync documentation", or "post-ship docs". Proactively suggest after a PR is merged or code is shipped.

Vue.js framework patterns, Composition API, and best practices

Creates git commits following the Conventional Commits format with type/scope/subject. Use when the user wants to commit changes, create a commit, save work, or stage and commit. Enforces project-specific conventions defined in CLAUDE.md.

Handles PR review comments and feedback resolution. Use when user wants to resolve PR comments, handle review feedback, fix review comments, address PR review, check review status, respond to reviewer, verify PR readiness, review PR comments, analyze review feedback, evaluate PR comments, assess review suggestions, or triage PR comments. Fetches comments via GitHub CLI, classifies by severity, applies fixes with user confirmation, commits with proper format, replies to threads.

Red team engagement planning is the foundational phase that defines scope, objectives, rules of engagement (ROE), threat model selection, and operational timelines before any offensive testing begins.

Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

アーキテクチャ設計書を作成するための詳細ガイドとテンプレート。アーキテクチャ設計時にのみ使用。

Use when writing async code, using asyncio.gather, handling concurrent operations. Triggers on "asyncio", "async", "await", "gather", "concurrent", "parallel", "fail-fast", "timeout", "race condition", "cancellation", "coroutine", "task", "CancelledError", or when writing async functions.

Generate a map of all files relevant to a task before making changes

Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on the current repository context and recent chat history, avoiding duplicates with existing instructions in this repository and identifying outdated instructions that need updates.

Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development.

Provides REST API design standards and best practices for Spring Boot projects. Use when creating or reviewing REST endpoints, DTOs, error handling, pagination, security headers, HATEOAS and architecture patterns.

John Carmack-level implementation review via RepoPrompt or OpenCode. Use when reviewing code changes, PRs, or implementations. Triggers on /flow-next:impl-review.

Assists with Go development tasks

Analyzes and safely cleans up local Git branches. Categorizes branches by merge status, staleness, and remote tracking. Provides interactive selection with safety guards. Use when the user wants to clean up branches, delete old branches, organize Git branches, or asks about which branches can be safely deleted.

Create publication-quality scientific figures with ggplot2 including scatter plots, boxplots, heatmaps, and multi-panel layouts. Use when creating static figures for papers, presentations, or reports in R.

6-phase verification system ensuring code matches documentation with automated alignment scoring (signature, type, behavior, error, example checks). Reduces onboarding friction 40%. Use when verifying code-docs alignment, onboarding developers, after code changes, pre-release documentation checks, or when user mentions 'docs out of sync', 'documentation verification', 'code-docs alignment', 'docs accuracy', 'documentation drift', or 'verify documentation'.

Optimize application performance, reduce latency, and improve resource usage. Use when profiling code, fixing bottlenecks, or optimizing queries and algorithms.

Create a Repository interface in the Domain layer for a new feature.

Build and deploy the rectified-flow-explainer site. Use when deploying, publishing, or pushing to production.

Comprehensive Google Tag Manager guide covering container setup, tags, triggers, variables, data layer, debugging, custom templates, and API automation. Use when working with GTM implementation, configuration, optimisation, troubleshooting, or any GTM-related tasks.

Seedance 2.0 Video Prompt Expert - generates, optimizes, and converts prompts for all kinds of video generation. Activates when the user says "generate prompts", "write prompts", "optimize prompts", "Seedance prompts", or "video prompts". Supports Standard Mode, Time‑Segmented Mode, Single‑Shot Mode, and Fusion Mode.