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thumbgate-feedback

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Atualizado12 de junho de 2026 às 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.

Instalação

Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.

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Fonte

IgorGanapolsky

IgorGanapolsky/ThumbGate

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Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

Especialistas em gestão de projetosNegócios e Operações Financeiras·SOC 13-1082

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SKILL.md

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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.

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Give your agent persistent cross-session memory — recall what went wrong on similar tasks before starting, then capture whether the work succeeded or failed so repeated mistakes auto-promote into prevention rules. Runs locally via the ThumbGate MCP server (recall, capture_feedback, prevention_rules, feedback_stats) — no API key needed. Use when the user says "recall", "what went wrong last time", "remember this for next time", "capture feedback", "thumbs up/down on that", or at the start of a new task or session. Do NOT use when the user wants to force one specific mistake into an enforced block gate (use the thumbgate-guard skill), to list rules that already exist (thumbgate-rules), or to check ThumbGate wiring (thumbgate-doctor).

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Health-check whether ThumbGate is actually wired into this agent — PreToolUse/SessionStart hooks installed, MCP server reachable, lesson store present, statusline, and overall agent-readiness — then report exactly what to fix. Runs the existing `npx thumbgate doctor` audit and the check_operational_integrity MCP tool. Use when the user says "is ThumbGate wired up", "thumbgate doctor", "check my guardrails are installed", "why aren't my gates firing", "is the MCP server connected", or "agent readiness". Do NOT use to view rules (use the thumbgate-rules skill), to view what was blocked (use the thumbgate-blocked skill), or to capture a new rule (use the thumbgate-guard skill) — this skill only diagnoses setup and wiring.

2026-06-1124

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.