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All ideas/devtools/Plataforma SaaS que provea hooks de ciclo de vida para automatizar gates de calidad, auditoría y generación automática de retrospectivas en flujos de trabajo de agentes de IA.
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Plataforma SaaS que provea hooks de ciclo de vida para automatizar gates de calidad, auditoría y generación automática de retrospectivas en flujos de trabajo de agentes de IA.

Scouted 6 hours ago

7.0/ 10
Overall score

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Score breakdown

Urgency9.0
Market size7.0
Feasibility8.0
Competition4.0
Pain point

Falta de automatización en la gestión de calidad y control de errores recurrentes en agentes de IA.

Who'd pay for this

Equipos de desarrollo de software que implementan agentes de IA y sistemas automatizados, empresas que usan IA para procesos críticos y desean mejorar la calidad y trazabilidad.

Source signal

"Add lifecycle hook infrastructure (SessionStart, PreToolUse, PostToolUse, PreCompact, Stop) to automate quality gates and prevent recurring failure patterns documented in 80+ retrospectives."

Original post

feat: Add lifecycle hook infrastructure for automated quality gates

Published: 6 hours ago

Repository: rjmurillo/ai-agents Author: rjmurillo ## Summary Add lifecycle hook infrastructure (SessionStart, PreToolUse, PostToolUse, PreCompact, Stop) to automate quality gates and prevent recurring failure patterns documented in 80+ retrospectives. ## Motivation **Retrospective analysis** shows 52/80 files cite hallucination/laziness/drift/false completion/premature merge. Root causes map to missing automation: 1. **95.8% context reading failure** — agents skip CLAUDE.md/AGENTS.md/HANDOFF.md before acting (#1672) 2. **44 mentions of false completion** — agents claim "done" without verification (#1673) 3. **Continuation reset after compaction** — plan position/TODO status lost (#1691) 4. **Inconsistent retro generation** — manual process, often skipped **Hook automation** (inspired by [Claude Code harness setup](https://www.reddit.com/r/ClaudeAI/comments/1spehot/)) eliminates compliance drift by enforcing gates in the harness instead of relying on prompt instructions. ## Proposed Hooks (by ROI) ### 1. SessionStart (HIGHEST impact) - **Auto-loads**: CLAUDE.md, AGENTS.md, HANDOFF.md, latest retro - **Activates**: Serena MCP (strategic memory) - **Logs**: Session init to audit trail - **Fixes**: 95.8% context reading failure ### 2. PreToolUse (verification gate) - **Blocks**: Completion claims ("done", "fixed") without prior verification - **Checks**: Recent tool history for test/build runs - **Fixes**: 44 false completion mentions ### 3. Stop (auto-retro) - **Generates**: Retrospective on session end - **Updates**: `docs/retros/INDEX.md` - **Extracts**: Failure patterns for HexMachina crystallization - **Fixes**: Inconsistent learning capture ### 4. PostToolUse (state persistence) - **Saves**: Plan position, TODO status after edits/writes - **Auto-verifies**: Syntax on code edits (`tsc --noEmit`) - **Fixes**: Continuation reset after compaction ### 5. PreCompact (checkpoint) - **Snapshots**: Work-in-progress state before context loss - **Generates**: Mini-retro for resume context - **Safety net**: Before compaction ## Implementation Plan 1. **Define hook interface** in `.agents/hooks/` - `IHookContext` interface with tool history, state persistence, file loading - Hook registration system 2. **Prototype SessionStart** in OpenClaw foundry extension - Test on ai-agents repo - Refine based on failure logs 3. **Port to ai-agents** once proven 4. **Add remaining hooks** (PreToolUse, Stop, PostToolUse, PreCompact) 5. **HexMachina integration** — hooks feed failure patterns to crystallization ## Acceptance Criteria - [ ] Hook interface defined in `.agents/hooks/README.md` - [ ] SessionStart hook implemented and tested - [ ] PreToolUse verification gate blocks false completion - [ ] Stop hook generates retros automatically - [ ] Hook execution logged to audit trail - [ ] Zero new context reading failures after SessionStart deployment ## References - Issue #1672 (session-start gate) - Issue #1691 (anti-drift protocol) - Issue #1690 (failure modes doc) - ADR-007 (memory-first architecture) - [Claude Code Hook Automation](https://www.reddit.com/r/ClaudeAI/comments/1spehot/) - Analysis: `/tmp/hook-analysis.md` (80 retrospectives, 52 failure pattern mentions)