fh-commons

A universal gate-reinforcement meta-skill that replaces the "single-pass = done" pattern with a converging loop of up to N rounds. Can be applied to any gate, checkpoint, or verification step. Only declares "truly passed" after FAIL→FIX→re-verify repeats until convergence (all items pass). Escalates to structural redesign if not converged within N rounds. Triggers on: "convergence-loop", "how many rounds do we need", "suspicious of single-pass", "not sure if it really passed", or equivalent phrasing.

Multi-perspective synthesis structure — Innovator (propose) → Devil-Advocate (challenge) → Mediator (synthesize) 3-layer execution. Outputs conditional verdicts without binary win/loss. Activates on "deliberation", "battle this out", "weigh the pros and cons", "review from multiple angles", "which side is right?". Optional deep-insight persona jurors for domain-specific views. Designed for design decisions, skill proposals, and architectural choices.

Writes or revises Korean technical prose across three registers — reader-facing documents (tech-blog posts, technical docs), spoken scripts, and derived compressed assets (teasers, summaries) — through a fixed pipeline: register detection, real-sample calibration of the target venue, a translationese-removal pass, honesty-level layering (reader information vs internal audit vocabulary), a number/claim gate, and a rendition + perceptual QA pass. Triggers: "기술문서 써줘", "테크블로그 초안 잡아줘", "이 문서 번역투 고쳐줘", "블로그체로 다듬어줘", "이 글 회사 기술블로그에 올릴 수 있게 다듬어줘".

Detects MCP tool failure patterns and trips a circuit breaker to stop cascading retries. Proposes fallback alternatives and resets when the tool recovers. Triggers on "MCP failing", "tool keeps erroring", "circuit-breaker", repeated tool call failures.

한국식 발표대본과 장표에 특화된 준비 하네스. 레퍼런스를 먼저 묻고(공식 장표가이드 · 참고 덱), 대화로 주제·구성·전개를 세운 뒤, 기승전결 배치안을 «여러 개» 내고 사람이 고른다. 제작 후 바닥 검사 — 금지 인용이 어느 면에 남았나, 원고와 노트의 단위 참조가 갈렸나, 재생성이 사람 편집을 삼켰나, 장 사이 의존이 깨졌나, 조어가 낭독면 첫 등장에 풀이를 달았나, 장당 발화가 상한을 넘었나. Triggers "발표 준비", "발표 대본 만들어줘", "장표 점검해줘", "덱이랑 대본 어긋난 데 있나", "발표 자료 정합성", "리허설 대본 확인", "presentation prep".

Estimates token cost before a multi-step task and outputs a 4-tier Green/Yellow/Orange/Red gate verdict. Records actual vs. estimated after completion when a mechanical usage source exists. Triggers on "token budget", "how much will this cost", "will this be expensive", "estimate tokens", before long multi-agent tasks.