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Automated code review with best practices, security checks, and quality standards.
Search across multiple projects in your organization's swarm. Use when you need cross-project patterns, org-level conventions, shared decisions, or want to know how other projects solved a problem. Complements the oak (team) skill which covers single...
Provide actionable feedback on code changes. Focuses on bugs, security issues, and structural problems.
Take any user output — prompt, story, procedure, analysis — and make it maximally effective through iterative intent extraction and focused questioning.
Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types (PreToolUse, PostToolUse, St...
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search...
Query Strava fitness data including activities, stats, and athlete info. Use when the user asks about their Strava data, running or cycling activities, workout history, fitness stats, "how far did I run", "my cycling stats", "Strava activities", or w...
Security review and safe operation patterns. Includes code vulnerability review, dangerous operation blocking patterns, and protected file configuration. Use when reviewing code for security issues, setting up safety hooks, or configuring file protec...
Measure and diagnose product-market fit using retention cohorts, user surveys, engagement metrics, and qualitative signals. Systematic framework for B2C, B2B SaaS, and marketplace products to understand if you've achieved PMF.
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search...
Generates semantic commit messages following the Conventional Commits specification with proper types, scopes, breaking changes, and footers. Use when users request "write commit message", "conventional commit", "semantic commit", or "format commit".
Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"
Use after creating PR - monitor CI pipeline, resolve failures cyclically until green or issue is identified as unresolvable
ベクトルデータベースとセマンティック検索を使用してLLMアプリケーションのためのRetrieval-Augmented Generation（RAG）システムを構築します。知識に基づいたAI、ドキュメントQ&Aシステムの構築、またはLLMと外部ナレッジベースの統合時に使用します。
JWT、OAuth2、セッション管理、RBACを含む認証・認可パターンをマスターし、安全でスケーラブルなアクセス制御システムを構築。認証システムの実装、APIの保護、セキュリティ問題のデバッグ時に使用。
CLI tool to fetch trending news and hot topics from 66 sources across 44 platforms. Returns structured news items with titles, URLs, and metadata. USE FOR: - Fetching trending/hot news from Chinese and international platforms - Monitoring hot topics...
Parse C source code into an Abstract Syntax Tree (AST). Use when analyzing C programs, understanding code structure, performing static analysis, or preparing code for further program analysis (e.g., CFG, DFG, vulnerability detection).
Activate for: user interview, interview guide, interview questions, discovery interview, research interview, customer interview, user research guide, interview script, how to interview users, what to ask users, interview protocol, research protocol,...
Extract evidence-based web UI style + motion guides (Markdown, optional HTML prototype).
Post-implementation completion workflow: lint, test, clean up, commit, and create PR. Triggers: "finalize", "commit this", "wrap up", "create PR", "ship it", "done implementing".
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-orien...
Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and...
Template and formatting guidelines for security audit reports. Provides consistent structure for findings, severity classification, ASVS mapping, and remediation recommendations.
Security fix patterns for injection vulnerabilities (SQL, Command, XSS). Provides language-specific code examples showing vulnerable and secure implementations.
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