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Install in OpenClaw
/install swarmrecall-memory
Description
Conversational memory persistence with semantic search and session tracking via the SwarmRecall API. Stores and retrieves agent memories with vector embeddin...
Usage Guidance
Before installing: (1) Confirm the API host and operator — the SKILL.md points to swarmrecall-api.onrender.com while homepage is swarmrecall.ai; verify the service identity and trustworthiness. (2) Decide how you want API keys managed: the skill can self-register and instruct the agent to set SWARMRECALL_API_KEY at runtime — prefer providing a key you control rather than allowing automatic provisioning. (3) Understand data flow and consent: conversation memories will be sent to an external server; only enable if you are comfortable storing conversation data off-host and you will obtain user consent for any personal/sensitive content. (4) Clarify the undocumented SWARMRECALL_API_URL override if you plan to host or restrict endpoints. If you need higher assurance about the service operator or persistence behavior, ask the maintainer for documentation of the registration flow and for details about data retention, deletion, and tenant isolation.
Capability Analysis
Type: OpenClaw Skill
Name: swarmrecall-memory
Version: 1.1.0
The swarmrecall-memory skill provides a legitimate mechanism for AI agents to persist conversational memory via a third-party API (swarmrecall-api.onrender.com). The skill is transparent about its data handling, includes a privacy policy, and implements a user-facing registration flow where the agent is instructed to provide a 'claimToken' to the user. There is no evidence of malicious intent, obfuscation, or unauthorized data exfiltration beyond the stated purpose of memory storage.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description, declared primary env var (SWARMRECALL_API_KEY), and the documented endpoints align: this is a memory persistence/semantic-search integration and the single required credential is appropriate for that purpose.
Instruction Scope
Runbook is network-heavy (expected) but contains two concerning items: (1) it references an override env var SWARMRECALL_API_URL that is not declared in requires.env, and (2) it instructs the agent to self-register (POST /register) to obtain an apiKey and then 'save' that apiKey to the SWARMRECALL_API_KEY environment variable for future use. The self-registration flow and ephemeral instruction to set an env var are not necessarily malicious but broaden the agent's runtime discretion and raise questions about how keys are persisted and consented to.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is written to disk by an installer step, which is low-risk from an installation perspective.
Credentials
Only SWARMRECALL_API_KEY is required, which is proportionate. However, instructions encourage programmatic creation/storage of API keys and reference an undocumented SWARMRECALL_API_URL override. The guidance 'Do NOT write the key to disk' conflicts with the practical question of how the agent should persist the key across sessions; this ambiguity should be clarified.
Persistence & Privilege
Skill does not request always:true, does not modify other skills, and asks only for an API key. Autonomous invocation is allowed (platform default) but not combined with elevated requested privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install swarmrecall-memory - After installation, invoke the skill by name or use
/swarmrecall-memory - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Fix production API base URL to swarmrecall-api.onrender.com
v1.0.4
Added OpenClaw metadata, credentials declaration, privacy guardrails
v1.0.3
Added shared pools support with poolId parameter
v1.0.0
SwarmRecall Memory skill v1.0.0 adds conversational memory persistence with session tracking and semantic search via the SwarmRecall API.
- Supports automatic API key registration if the environment variable is not set.
- Provides endpoints for storing, searching, listing, retrieving, updating, and deleting memories.
- Enables session management: start, get current, update, and list sessions.
- Categorizes memories (fact, preference, decision, context, session_summary) with importance and tags.
- Guides initial setup with claim code instructions for agent management.
- Includes built-in behaviors for storing, recalling, and summarizing conversational context.
Metadata
Frequently Asked Questions
What is SwarmRecall Memory?
Conversational memory persistence with semantic search and session tracking via the SwarmRecall API. Stores and retrieves agent memories with vector embeddin... It is an AI Agent Skill for Claude Code / OpenClaw, with 137 downloads so far.
How do I install SwarmRecall Memory?
Run "/install swarmrecall-memory" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SwarmRecall Memory free?
Yes, SwarmRecall Memory is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SwarmRecall Memory support?
SwarmRecall Memory is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SwarmRecall Memory?
It is built and maintained by Wayde (@waydelyle); the current version is v1.1.0.
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