Use when adding formatting, linting, and type checking to Python research code.
Update repository AGENTS.md for Option B (Tauri v2 + React/TypeScript desktop local-first) with executable commands, guardrails, and security/permission rules; creates backups and can add nested AGENTS.md.
Human code review gate for critical components. Activates automatically for security-sensitive paths, high-complexity code, or large changes. Activation trigger: [ACTIVATE:CODE_REVIEW_GATE_V1]
Use when working in this dotfiles repository - modifying shell configs, SSH, neovim, or scripts. Covers symlink architecture, agent selection, and permission model.
Performs comprehensive security audits of codebases, identifying vulnerabilities and security best practices
[23] UNDERSTAND. Consult external AI models when internal sources are exhausted. Build quality prompts using Prompt150 formula (Context + Query + Method + Style). Use when Loop150 exhausts internal sources, need real-world precedents, confidence <75%, or require reasoning from specialized AI models.
Run ESLint and TypeScript type checking on the frontend codebase. Use when user mentions "lint", "type check", "check code", "eslint", "tsc", or before committing changes.
Risk-based testing, verification, and CI/CD quality gating. Use when asked to test or verify changes, create test plans, review CI/CD workflows, or assess release readiness.
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches
Converts telemetry and user notes into a structured reflection, confidence score, and next-step guidance.
Create new skills with TDD approach, testing before writing
Generates valid and invalid JSON fixtures for CommandDTO and DecisionDTO based on current contract schemas.
Securely connect to and manage remote Linux/Unix servers via SSH. Execute commands, transfer files (SCP/SFTP), set up port forwarding and tunnels. Use when the user asks to SSH into a server, connect to a remote machine, run remote commands, upload/download files to servers, set up tunnels, or perform server administration tasks. Works on Windows, macOS, and Linux.
Systematic bug investigation and root cause analysis
Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition and quizes.
Enforce MCP-first tool usage through a centralized gateway/bookkeeper: discover MCP capabilities, route intents to the best MCP tool, block non-MCP execution when an MCP equivalent exists, and log all tool calls/results with auditable fallbacks. Use when building or operating a multi-agent system where agents must not access tools/networks directly and all actions must be policy-enforced and recorded.
Pflege das regelbasierte CV<->JD Matching inkl. Explainability; verwenden bei Anpassung der Scoring-Logik, Gewichtung oder Match-Outputs.
Protocol health check skill - ensures AI protocol layer integrity and compliance. Supports file validation, naming conventions, and token analysis.
정보 수집이 필요할 때 검색 에이전트 활용 가이드. 코드 탐색, 레퍼런스, 웹검색
Manage Obsidian Daily Notes via obsidian-cli. Create and open daily notes, append entries (journals, logs, tasks, links), read past notes by date, and search vault content. Handles relative dates like "yesterday", "last Friday", "3 days ago". Requires obsidian-cli installed via Homebrew (Mac/Linux) or Scoop (Windows).