Zero-regression bug fix workflow: triage → reproduce → root cause → impact analysis → fix → verify → knowledge deposit → self-reflect. Use when: - Feature br...
The anti-PUA. Drives AI with wisdom, trust, and inner motivation instead of fear and threats. Activates on: task failed 2+ times, about to give up, suggestin...
Final code review and quality gate — run tests, check coverage, audit security, verify acceptance criteria from spec, and generate ship-ready report. Use whe...
Auto-documentation generator — analyzes code and generates README, API docs, architecture docs, inline comments. Use when documentation is missing or outdated.
Grow firmware on any hardware through HTTP — upload C, compile on device, apply with watchdog rollback
Execute implementation plan tasks with TDD workflow, auto-commit, and phase gates. Use when user says "build it", "start building", "execute plan", "implemen...
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에서 자연어 검색으로 관련 API를 찾고, 호출 예
Tick-Driven Autonomous Production Factory for LLMs. A framework for long-running agents using Cron/Heartbeats and physical Markdown checklists to prevent OOM...
Agent Experience (AX) development framework. Apply when building libraries, CLIs, APIs, or any software that will be consumed by AI agents — not just humans....
Views every decision from five simultaneous stakeholder perspectives — the user who touches it, the developer who maintains it, the operator who deploys it,...
Research technical projects/papers and generate comprehensive reports with PDF export. Modes: lite (analysis + writing) or full (+ environment setup + experi...