openclaw-dreamAutomatic memory consolidation for OpenClaw agents. Cleans, deduplicates, and organizes memory files (MEMORY.md + memory/*.md) like human REM sleep consolida...
Install via ClawdBot CLI:
clawdbot install liuweifly/openclaw-dreamGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/liuweifly/openclaw-dream.gitAudited Apr 17, 2026 · audit v1.0
Generated May 19, 2026
An AI agent accumulates daily notes with relative dates and duplicates. OpenClaw Dream automatically cleans these files, converts relative dates to absolute, merges duplicates, and promotes important decisions to long-term memory, ensuring the agent maintains accurate and concise context.
During a project, conflicting information (e.g., API migration from Express to Fastify) appears in different memory files. Dream scans for contradictions, resolves by keeping the latest entry, and marks superseded data, preventing the agent from acting on outdated facts.
An agent maintains self-improving logs with repeated errors and corrections. Dream analyzes JSONL files, distills patterns into actionable rules in MEMORY.md, reducing future errors and improving decision-making.
A customer support agent operates continuously, generating daily notes that bloat memory. Dream runs nightly (e.g., 3-4 AM) to consolidate, deduplicate, and archive stale entries, keeping memory under 250 lines and the agent responsive.
A project management agent tracks tasks across daily notes. Dream identifies completed tasks still marked as 'in progress' and updates MEMORY.md with completion dates, ensuring the agent's status reports are accurate.
Offer a managed AI agent service that includes automatic memory consolidation as a premium feature. Customers pay monthly for reliable, always-optimized agent memory, reducing hallucinations and improving accuracy.
Provide OpenClaw Dream as open-source software, but charge enterprises for support, custom integrations, and SLAs. Enterprises with critical agent deployments pay for guaranteed consolidation runs and priority bug fixes.
Integrate Dream as a plugin/pre-built action in popular agent orchestration platforms (e.g., LangChain, AutoGPT). Charge per consolidation run or a flat fee per workspace. Offer free tier for basic use.
💬 Integration Tip
Add 'dream' to your agent's trigger words and schedule a cron job for off-peak hours (e.g., 3 AM) to run consolidation automatically. Spawn as a sub-agent to avoid blocking main session.
Scored May 19, 2026
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