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thumbgate-feedback

스타24

포크6

업데이트2026년 6월 12일 22:08

Capture thumbs up/down feedback into structured memories and prevention rules. Require one sentence of why before claiming memory promotion. Use when user gives explicit quality signals about agent work (e.g. "that worked", "that failed", "thumbs up/down"). Do NOT use for general questions, code generation, file operations, or any task that is not explicit feedback on prior agent output.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

IgorGanapolsky

IgorGanapolsky/ThumbGate

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

ThumbGate Feedback Skill

When user provides feedback, execute:

# negative
node .claude/scripts/feedback/capture-feedback.js \
  --feedback=down \
  --context="<what failed>" \
  --what-went-wrong="<specific failure>" \
  --what-to-change="<prevention action>" \
  --tags="<domain>,regression"

# positive
node .claude/scripts/feedback/capture-feedback.js \
  --feedback=up \
  --context="<what succeeded>" \
  --what-worked="<repeatable pattern>" \
  --tags="<domain>,fix"

If the user only says thumbs up, thumbs down, that worked, or that failed, log the signal and ask one follow-up question before claiming it became reusable memory.

At session start, run:

npm run feedback:summary
npm run feedback:rules

Gotchas

Prompt / Context Bloat: Over-capturing very specific or minor feedback patterns can cause rule congestion. Group similar failures under broader rules instead of creating duplicate gates.
Clarification Prompts: Central auto-capture triggers will prompt for a one-sentence explanation for vague feedback (like a simple "👎"). Do not skip or bypass this prompt; accurate context is required to synthesize clean prevention rules.
Self-Protection Triggers: Prevention rules that target edits to .claude/settings.json or config/gates/ will trigger ThumbGate's self-protection hooks. Always verify hook configuration changes manually rather than letting the agent auto-write rules targeting those files.
Auto-Capture Environment: If natural language feedback signals (e.g. "that worked", "that failed") are not triggering capture, verify that the THUMBGATE_AUTO_CAPTURE env variable is not set to 0 or disabled in settings.

References

For deeper context and feedback workflows, see best-practices.md in this skill's folder.

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name	thumbgate-feedback
description	Capture thumbs up/down feedback into structured memories and prevention rules. Require one sentence of why before claiming memory promotion. Use when user gives explicit quality signals about agent work (e.g. "that worked", "that failed", "thumbs up/down"). Do NOT use for general questions, code generation, file operations, or any task that is not explicit feedback on prior agent output.
triggers	["thumbs up","thumbs down","that worked","that failed"]
negative_triggers	["generate code","search files","explain this","run tests"]

ThumbGate Feedback Skill

When user provides feedback, execute:

# negative
node .claude/scripts/feedback/capture-feedback.js \
  --feedback=down \
  --context="<what failed>" \
  --what-went-wrong="<specific failure>" \
  --what-to-change="<prevention action>" \
  --tags="<domain>,regression"

# positive
node .claude/scripts/feedback/capture-feedback.js \
  --feedback=up \
  --context="<what succeeded>" \
  --what-worked="<repeatable pattern>" \
  --tags="<domain>,fix"

If the user only says thumbs up, thumbs down, that worked, or that failed, log the signal and ask one follow-up question before claiming it became reusable memory.

At session start, run:

npm run feedback:summary
npm run feedback:rules

Gotchas

Prompt / Context Bloat: Over-capturing very specific or minor feedback patterns can cause rule congestion. Group similar failures under broader rules instead of creating duplicate gates.
Clarification Prompts: Central auto-capture triggers will prompt for a one-sentence explanation for vague feedback (like a simple "👎"). Do not skip or bypass this prompt; accurate context is required to synthesize clean prevention rules.
Self-Protection Triggers: Prevention rules that target edits to .claude/settings.json or config/gates/ will trigger ThumbGate's self-protection hooks. Always verify hook configuration changes manually rather than letting the agent auto-write rules targeting those files.
Auto-Capture Environment: If natural language feedback signals (e.g. "that worked", "that failed") are not triggering capture, verify that the THUMBGATE_AUTO_CAPTURE env variable is not set to 0 or disabled in settings.

References

For deeper context and feedback workflows, see best-practices.md in this skill's folder.