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Biomimetic Memory Architecture

Install, verify, and manage OpenClaw memory with integrated daily distillation, weekly synthesis, procedural learning, retention, and cold archiving workflows.
安装、验证并管理OpenClaw记忆,集成每日提炼、每周合成、程序化学习、保留与冷归档工作流。
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概述

Biomimetic Memory Architecture (BMA)

A biomimetic memory architecture for OpenClaw agents.

When to Use

Use this skill when the user wants to:

  • install or verify a complete OpenClaw memory architecture
  • replace separate OpenCortex and Lesson-Imprint skill folders
  • run daily distillation / weekly synthesis memory governance
  • reduce long-term memory bloat
  • audit old memory/archive/ records
  • design or run retention / forgetting workflows
  • move metabolized source files out of active memory
  • keep memory/ clean for memory-wiki indexDailyNotes=true
  • convert repeated failures into compact behavioral safeguards

Core Rules

  1. Provide the full stack — BMA includes OpenCortex-style structure, daily distillation, weekly synthesis, Lesson-Imprint procedural learning, and retention/forgetting.
  2. Keep promotion and forgetting separate — daily distillation promotes useful current memory; BMA retention metabolizes aged archives later.
  3. Integrate Lesson-Imprint as procedural learning — repeated failures become compact safeguards, not bulky narrative memory.
  4. Default to read-only audit — produce a candidate report before moving, deleting, or rewriting files.
  5. Scan aged candidates only — avoid full-history sweeps; default threshold is records older than 30 days.
  6. Cold archive, not blind deletion — move metabolized source files to memory-archive/ unless the user explicitly approves deletion.
  7. Keep citations — compressed summaries must cite the moved source file path.
  8. Protect active memory — never move projects/, runbooks/, workflows/, contacts/, preferences.md, lesson-imprint/, or today’s daily log.
  9. Verify after action — check file counts, wiki status, and git status after any write phase.

Quick Reference

TaskFile
------------
Architecture and lifecyclereferences/architecture.md
Installation and integrationreferences/installation.md
OpenCortex foundationreferences/opencortex-foundation.md
Lesson-Imprint componentreferences/lesson-imprint.md
Daily distillation promptreferences/daily-distillation.md
Weekly synthesis promptreferences/weekly-synthesis.md
Retention scoring rubricreferences/retention-rubric.md
Read-only audit scriptscripts/bma_retention_audit.py
Lesson-Imprint CLIscripts/lesson_imprint.py
Install / update / verifyscripts/install.sh, scripts/update.sh, scripts/verify.sh
Vault / metrics / git backupscripts/vault.sh, scripts/metrics.sh, scripts/git-backup.sh

MVP Workflow

For installation, read references/installation.md first.

# 1. Install (runs system compatibility check + auto-fix guidance)
bash skills/biomimetic-memory-architecture/scripts/install.sh

# 2. If system check shows critical issues:
#    Execute the gateway config.patch commands shown in the output

# 3. Verify
bash skills/biomimetic-memory-architecture/scripts/verify.sh

# 4. Phase 1 retention audit (read-only)
python3 skills/biomimetic-memory-architecture/scripts/bma_retention_audit.py --workspace . --older-than-days 30

See references/installation.md for the complete agent-side installation flow including system config auto-fix.

版本历史

共 1 个版本

  • v0.1.7 当前
    2026-05-07 23:45 安全 安全

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