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Install in OpenClaw
/install openclaw-dream
Description
Automatic memory consolidation for OpenClaw agents. Cleans, deduplicates, and organizes memory files (MEMORY.md + memory/*.md) like human REM sleep consolida...
Usage Guidance
This skill appears coherent and limited to local memory consolidation, but take these precautions before installing or enabling automatic runs: (1) Backup your MEMORY.md and memory/ directory so you can recover if edits are unexpected. (2) Run the included preflight script (bash skills/openclaw-dream/scripts/dream-check.sh) to see what it would operate on. (3) Prefer a dry-run or manual invocation first — SKILL.md describes rules but I did not find an implemented dry-run enforcement. (4) Confirm you are comfortable with the agent sending memory file contents to the model during analysis (the sub-agent will read your memory files and may transmit their contents to the model provider), which could expose sensitive data. (5) Verify the skill source (README suggests a GitHub repo) before cloning or trusting future updates. (6) If you have platform-wide secrets or source code in the workspace, ensure those files are not stored in memory/ or MEMORY.md; the skill promises not to touch source files but you should validate that by inspection. If you want higher assurance, inspect and run the skill in an isolated workspace and check generated dream-log before allowing automatic cron schedules.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-dream
Version: 1.0.0
The openclaw-dream skill is a legitimate utility for memory consolidation, designed to clean and organize an agent's memory files (MEMORY.md and daily notes). It follows a structured 4-phase process (Scan, Analyze, Consolidate, Write) to resolve contradictions, fix relative dates, and prune stale information. The bundle includes a functional pre-flight shell script (scripts/dream-check.sh) and detailed instructions in SKILL.md that include explicit safety rules, such as prohibiting the modification of source code or configuration files. The use of platform-specific features like 'sessions_spawn' and 'openclaw cron' is consistent with its stated purpose and lacks any indicators of malicious intent or data exfiltration.
Capability Assessment
Purpose & Capability
Name/description match behavior: SKILL.md, README and scripts focus on scanning memory/*.md, MEMORY.md and self-improving JSONL and updating MEMORY.md/dream-log and .last_dream. No unrelated credentials, binaries, or install steps are requested.
Instruction Scope
Instructions explicitly read and modify memory files, rebuild a local index (openclaw memory index), and write a dream-log. Safety rules state not to touch source code or delete daily notes. One minor mismatch: design.md mentions session transcript JSONL as a possible data source, but SKILL.md and scripts do not instruct reading session transcripts by default.
Install Mechanism
Instruction-only skill with one small shell helper script (dream-check.sh). No install spec or remote downloads; no archives or third-party package installs declared.
Credentials
No required environment variables, no credentials, and no config paths requested. The skill operates on workspace files located under the user workspace; requested access is proportional to the stated functionality.
Persistence & Privilege
always:false and user-invocable:true. The skill spawns a sub-agent for background work (sessions_spawn) which is consistent with its design. Autonomous invocation is allowed by default for skills on the platform, but here it is not given elevated always-on privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-dream - After installation, invoke the skill by name or use
/openclaw-dream - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: 4-phase memory consolidation (scan, analyze, consolidate, write). Automatic cron scheduling, customizable via DREAM.md.
Metadata
Frequently Asked Questions
What is OpenClaw Dream?
Automatic memory consolidation for OpenClaw agents. Cleans, deduplicates, and organizes memory files (MEMORY.md + memory/*.md) like human REM sleep consolida... It is an AI Agent Skill for Claude Code / OpenClaw, with 141 downloads so far.
How do I install OpenClaw Dream?
Run "/install openclaw-dream" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OpenClaw Dream free?
Yes, OpenClaw Dream is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does OpenClaw Dream support?
OpenClaw Dream is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OpenClaw Dream?
It is built and maintained by liuweifly (@liuweifly); the current version is v1.0.0.
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