Tools

Design and implement multi-agent workflows with LangGraph 0.2+ - state management, supervisor-worker patterns, conditional routing, and fault-tolerant checkpointing

Generates professional markdown comparison report with tables, executive summary, and verdict by use case. Use when user asks to 'generate report', 'create comparison report', 'synthesize comparison', 'write comparison', or when orchestrator has completed all data collection. Creates structured report with specs tables, pros/cons, pricing analysis, and actionable recommendations.

Implements Kysely type-safe SQL query builder with full TypeScript inference, migrations, and multi-database support. Use when building type-safe SQL queries, needing a lightweight ORM alternative, or wanting SQL control with TypeScript safety.

NetGraph scenario DSL for defining network topologies, traffic demands, failure policies, and analysis workflows in YAML. Use when: creating or editing .yaml/.yml network scenarios, defining nodes/links/groups, writing adjacency rules, configuring selectors or blueprints, setting up traffic matrices or failure policies, debugging DSL syntax or validation errors, or asking about NetGraph scenario structure.

Intelligent web browsing API that learns from patterns, discovers APIs automatically, and progressively eliminates browser rendering for 10x faster data extraction. Use when you need to extract content from websites, discover APIs, handle authenticated sessions, or automate multi-step browsing workflows.

Write minimal, evergreen code comments that explain complex logic without documenting obvious behavior or temporary changes. Use this skill when adding comments to PHP files, TypeScript/JavaScript files, or any code files, when documenting complex algorithms or business logic, when adding PHPDoc blocks or JSDoc comments, when writing self-documenting code with clear naming, or when reviewing existing comments for relevance and necessity. Focus on keeping code self-explanatory through clear structure and naming rather than relying heavily on comments.

エラーハンドリングレビュー - エラー握りつぶし、不適切なログ、エラー伝播を検出

Analyzes git history to identify commit patterns, branching habits, workflow inefficiencies, and collaboration opportunities. Use when users mention git workflows, commits, branches, rebasing, merge conflicts, PR strategy, force push, git aliases, or express frustration with git operations.

Comprehensive guide for writing shell script tests using Bats (Bash Automated Testing System). Use when writing or improving tests for Bash/shell scripts, creating test fixtures, mocking commands, or setting up CI/CD for shell script testing. Includes patterns for assertions, setup/teardown, mocking, fixtures, and integration with GitHub Actions.

Work item management for Workbench CLI. Use when creating, updating, linking, or closing work items and tracking execution status.

生成したプラグインをZIP形式にまとめる。プラグインパッケージング時、配布準備時、またはユーザーがZIP作成、プラグイン配布、パッケージング、リリース準備に言及した際に使用する。

Automate F5 Distributed Cloud web console operations through browser automation using mcp__claude-in-chrome MCP tools. Handles multi-provider authentication (Azure SSO, Google, Okta, SAML, native username/password), detecting session expiry and navigating login flows. Warns when VPN is required. Use when creating HTTP/TCP load balancers, origin pools, WAF policies, deploying cloud sites (AWS/Azure/GCP), managing DNS zones, configuring service policies, or executing any F5 XC GUI-based tasks. Triggers on: F5 XC console, GUI automation, browser automation, login, SSO, authenticate, tenant management, visual configuration, Web App and API Protection, WAAP.

Skill 编写规范。当涉及创建 skill、编写 SKILL.md、优化 skill 结构、skill 格式时使用。

Load when planning, promoting, or executing community events including AMAs,webinars, workshops, meetups, and virtual gatherings. Contains templates,timelines, and best practices for successful community events.

Generate or update the methods section based on actual scripts in the pipeline. Links code directly to reproducible documentation. Use when the user types /write_methods, after completing scripts, when methods.md is out of sync with code, or before writing results.

Quick RxSwift memory leak detection for iOS. Finds missing dispose bags, retain cycles, and strong self references. Use when debugging memory issues, checking Observable subscriptions, or investigating retain cycles in RxSwift code.

境界条件・エッジケースの観測。null/空/0/最大値/最小値/オーバーフロー/タイムゾーン等を網羅的にテスト。Use when: テスト設計、バリデーション実装、パーサー実装、日付/金額処理、例は通るが端で壊れる疑い、バグ修正後の再発防止。

Quick GitHub Issue creation workflow. Use when user says "create issue", "register issue", "bug report", "TODO registration", or "/issue-create {repo}". Requires repository as argument (e.g., owner/repo).

BANKSY spatial transcriptomics analysis - comprehensive documentation with notebooks and API

Analyze GitHub repository security alerts and generate remediation plans. Use when the user asks to review security alerts, fix vulnerabilities, check dependabot alerts, review code scanning issues, or address secret scanning findings for a GitHub repository. Triggers on requests mentioning GitHub security, repo security review, vulnerability remediation, or security audit.