Git & Version Control

Systematically analyzes and fixes GitHub CodeQL security alerts with proper documentation and testing

This skill should be used when the user asks about "steering documents", "project steering", "workflow setup", "CLAUDE.md configuration", "AGENTS.md", "AI agent project setup", or needs to understand how to configure steering documentation for AI-driven development workflows.

Teaches when and how to use unknown instead of any type in TypeScript. Use when working with TypeScript code that has any types, needs type safety, handling external data, or when designing APIs. Critical for preventing type safety violations.

Master when to fail fast vs degrade gracefully. Production-tested error handling strategies for GitHub Actions, CI/CD pipelines, and platform automation.

Sync workflows for Workbench CLI. Use when aligning local work items with GitHub issues, creating branches, or reconciling doc backlinks.

Use this skill whenever the user wants to create, restructure, or standardize a Hono + TypeScript backend/API project, including project layout, runtime targeting (Node/Cloudflare/Vercel Edge), routing structure, middleware, env handling, and basic error handling.

Best practices for creating, optimizing, and deploying MCP servers to Smithery. Use this skill when: (1) Creating new MCP servers for Smithery deployment (2) Optimizing quality scores (achieving 90/100) (3) Troubleshooting deployment issues (0/0 tools, missing annotations, low scores) (4) Migrating existing MCP servers to Smithery format (5) Understanding Smithery's schema format requirements (6) Adding workflow prompts, tool annotations, or documentation resources (7) Configuring smithery.yaml and package.json for deployment

IssueAgent スキル - GitHub Issue分析・Label管理・自動分類。 識学理論65ラベル体系による自動分類、Severity評価、影響度評価、担当者自動アサイン。 Use when: - GitHub Issueを分析する時 - 自動ラベル付与が必要な時 - Severity/影響度を判定する時 - 担当者をアサインする時 - "Issue分析", "ラベル", "分類", "アサイン" がキーワードに含まれる時

This skill should be used when generating lesson summaries for educational content. It extracts key concepts, mental models, patterns, and common mistakes from lesson markdown files using a Socratic extraction process. Use this skill when a lesson file needs a `.summary.md` companion file, or when reviewing/refreshing existing summaries.

Helps set up and troubleshoot CI/CD pipelines. Use when configuring GitHub Actions, deployment pipelines, or fixing CI/CD issues.

Use this skill to validate code changes pass all checks (format, lint, build, tests). Runs validation script and iteratively fixes failures. Invoke before finalizing PRs or after making code changes.

Rapid due-diligence analyst for cold emails and inbound pitches. Auto-activates for "review this cold email", "due diligence on this pitch", "is this legit?", or "analyze this email". Checks credibility (domain, BBB, funding), gauges strategic fit, weighs ROI, flags red flags, delivers verdict (Engage/Ignore/Park) with reply template in Sid's voice.

Automates new project setup from the software-dev-project-template including customization, documentation generation, and initial sprint planning

Systematic peer review and self-evaluation toolkit. Evaluate methodology, statistics, experimental design, reproducibility, ethics, and reporting standards. Use during the REVIEW phase to assess manuscript quality before submission, or when reviewing others' work.

Design collaborative group projects with role assignments, scaffolding, team rubrics, and conflict resolution protocols. Use for team-based learning. Activates on "group project", "team assignment", "collaborative work", or "team learning".

Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Automatically designs, initializes, implements, validates, and packages new skills from a single high-level request. Use when the user gives a short, possibly vague description like "社内Redshift向けのSQLヘルパースキル作って" and wants a complete, production-ready .skill file generated with minimal manual intervention.

현재까지의 작업을 논리적 단위별로 나눠서 커밋합니다.

Expert software engineering lead who translates product requirements into comprehensive engineering plans using GitHub Projects. Reviews PRDs and user stories, identifies gaps and conflicts, pushes back constructively on poor requirements, applies software engineering best practices, creates detailed technical plans with tasks and milestones, and ensures production-ready architecture. Use when translating product specs into actionable development plans, validating requirements, or designing system architecture.