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Install in OpenClaw
/install memory-dream-consolidation
Description
Structured memory classification and periodic consolidation (Dream) for OpenClaw agents. Activate when setting up a new agent's memory system, when MEMORY.md...
Usage Guidance
This skill appears coherent for local memory consolidation and does not ask for credentials or external installs. However it will edit and prune your MEMORY.md and related files (including deleting contradicted facts). Before enabling autonomous runs: (1) back up MEMORY.md and your memory directory; (2) review the SKILL.md's pruning rules so you understand what may be deleted or replaced; (3) if you want human review, require the agent to prompt before making deletions/major edits; (4) note the included reference file mentions a ‘source leak’ — if intellectual-property provenance matters, review that file before trusting its guidance. If any of these are unacceptable, do not enable autonomous execution or restrict the skill to user-invoked only.
Capability Analysis
Type: OpenClaw Skill
Name: memory-dream-consolidation
Version: 1.0.0
The skill bundle implements a memory management and consolidation system ("Dream") for OpenClaw agents, inspired by Claude Code's architecture. It provides instructions for the agent to categorize, summarize, and prune its memory files (e.g., MEMORY.md) to maintain context efficiency. The operations are limited to internal file management and basic shell commands (wc) for size monitoring, with no indicators of data exfiltration, malicious execution, or unauthorized persistence.
Capability Assessment
Purpose & Capability
Name/description match the requested actions: reading MEMORY.md and daily notes, classifying entries, consolidating and pruning memory files, and updating heartbeat-state.json. No unrelated credentials, binaries, or installs are requested.
Instruction Scope
Instructions explicitly tell the agent to read/write/delete files inside the agent's memory/docs (MEMORY.md, daily notes, heartbeat-state.json, AGENTS.md, HEARTBEAT.md). This is expected for a consolidation system, but the skill will modify and delete user-visible content — review and backups are recommended before enabling autonomous runs.
Install Mechanism
Instruction-only skill with no install spec or third-party downloads. No code files to execute, so nothing is written to disk by an installer.
Credentials
No environment variables, credentials, or external endpoints are requested. All required artifacts are local files within the agent workspace, which is proportional to the described purpose.
Persistence & Privilege
always:false (good). The skill recommends running during heartbeats and updating heartbeat-state.json and MEMORY.md; that implies autonomous read/write access to the agent workspace. This is appropriate for a memory manager but increases blast radius if the agent has broad filesystem permissions—consider limiting workspace write scope or requiring user confirmation for destructive changes.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-dream-consolidation - After installation, invoke the skill by name or use
/memory-dream-consolidation - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: 4-phase memory consolidation (Orient-Gather-Consolidate-Prune) inspired by Claude Code Dream system
Metadata
Frequently Asked Questions
What is Memory Dream Consolidation?
Structured memory classification and periodic consolidation (Dream) for OpenClaw agents. Activate when setting up a new agent's memory system, when MEMORY.md... It is an AI Agent Skill for Claude Code / OpenClaw, with 118 downloads so far.
How do I install Memory Dream Consolidation?
Run "/install memory-dream-consolidation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Dream Consolidation free?
Yes, Memory Dream Consolidation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memory Dream Consolidation support?
Memory Dream Consolidation is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Dream Consolidation?
It is built and maintained by xwz119 (@xwz119); the current version is v1.0.0.
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