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Install in OpenClaw
/install swarmrecall-dream
Description
Agent dreaming — memory consolidation, deduplication, pruning, contradiction resolution, and session summarization via the SwarmRecall API. Enables agents to...
Usage Guidance
This skill will send and modify your agent's stored memories on a third-party service (swarmrecall-api.onrender.com). Before installing: (1) confirm you trust SwarmRecall and its privacy policy (homepage and API host differ — swarmrecall.ai vs swarmrecall-api.onrender.com); (2) be aware the skill may auto-register and return an API key/claim token which the agent is instructed to store in the SWARMRECALL_API_KEY environment variable — ensure you are comfortable with creating/storing that credential; (3) do not reuse a high-privilege or unrelated secret as SWARMRECALL_API_KEY; (4) if you set SWARMRECALL_API_URL to a custom host, that host will receive your memories — only override if you control/verify the endpoint. Overall the skill appears coherent with its purpose, but installing it delegates read/write control of agent memories to an external service — review the service's trustworthiness and data retention policies first.
Capability Analysis
Type: OpenClaw Skill
Name: swarmrecall-dream
Version: 1.0.0
The swarmrecall-dream skill is a legitimate integration for a memory management service that enables agents to optimize their memory through deduplication, pruning, and summarization. It interacts with the SwarmRecall API (swarmrecall-api.onrender.com) and includes transparent instructions for agent self-registration, data handling, and user notification. No malicious behaviors such as unauthorized data exfiltration, obfuscation, or hidden execution were found; the skill's operations are strictly aligned with its stated purpose of memory consolidation.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the declared behavior: memory consolidation, deduplication, pruning and summarization. The only required credential is SWARMRECALL_API_KEY, which is appropriate for a third-party memory service.
Instruction Scope
The SKILL.md explicitly instructs the agent to call SwarmRecall endpoints that read and modify the agent's stored memories (dedupe, prune, merge, archive, summarize). That is expected for this skill, but it does mean the agent will transmit and change its memory data on a third-party service (swarmrecall-api.onrender.com). The doc also supports self-registration (POST /register) when no API key is present and instructs saving the returned apiKey to SWARMRECALL_API_KEY. The instructions do not ask the agent to read unrelated local files or other credentials.
Install Mechanism
Instruction-only skill with no install steps and no code files — nothing is written to disk by an installer. Lowest install risk.
Credentials
Only one environment variable is required (SWARMRECALL_API_KEY) and it is directly relevant to authenticating with the stated API. The skill optionally accepts SWARMRECALL_API_URL override; this is reasonable but should be noted by users if changed.
Persistence & Privilege
always is false and the skill does not request elevated or platform-wide privileges. It can be invoked autonomously (normal default) and will only operate against the SwarmRecall service using the provided API key.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install swarmrecall-dream - After installation, invoke the skill by name or use
/swarmrecall-dream - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Publish dream skill with the live production API base URL
Metadata
Frequently Asked Questions
What is SwarmRecall Dream?
Agent dreaming — memory consolidation, deduplication, pruning, contradiction resolution, and session summarization via the SwarmRecall API. Enables agents to... It is an AI Agent Skill for Claude Code / OpenClaw, with 92 downloads so far.
How do I install SwarmRecall Dream?
Run "/install swarmrecall-dream" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SwarmRecall Dream free?
Yes, SwarmRecall Dream is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SwarmRecall Dream support?
SwarmRecall Dream is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SwarmRecall Dream?
It is built and maintained by Wayde (@waydelyle); the current version is v1.0.0.
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