auto-dream
CommunityConsolidate memories overnight with safety gates
Software Engineering#deduplication#memory consolidation#cron automation#knowledge lifecycle#safety constraints#atomic indexing#sqlite learning db
Authornotque
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill prevents knowledge bloat and stale guidance by automatically scanning, deduplicating, and consolidating memory files into a clean, injection-ready payload for the next session.
Core Features & Use Cases
- Memory Consolidation & Deduplication: Scans all memory files, detects stale/duplicate/conflicting entries, and consolidates up to a controlled number of changes per cycle.
- Cross-Session Learning Synthesis: Extracts recurring patterns from recent sessions and synthesizes new insight memories, capped to keep outputs focused.
- Learning Graduation to Permanent Fail-Modes: Promotes high-confidence, repeatedly observed learning DB entries into agent/skill files via a review branch rather than silently changing behavior.
Use Case: Run nightly maintenance to keep MEMORY.md accurate and reduce contradictions, so the agent carries fresh operational knowledge forward without accumulating outdated or redundant instructions.
Quick Start
Run the nightly dream job (dry-run first) using: ./scripts/auto-dream-cron.sh
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: auto-dream Download link: https://github.com/notque/vexjoy-agent/archive/main.zip#auto-dream Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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