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在 OpenClaw 中安装
/install swarmrecall-memory
功能描述
Conversational memory persistence with semantic search and session tracking via the SwarmRecall API. Stores and retrieves agent memories with vector embeddin...
安全使用建议
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.
功能分析
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.
能力标签
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install swarmrecall-memory - 安装完成后，直接呼叫该 Skill 的名称或使用
/swarmrecall-memory触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
SwarmRecall Memory 是什么？
Conversational memory persistence with semantic search and session tracking via the SwarmRecall API. Stores and retrieves agent memories with vector embeddin... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 137 次。
如何安装 SwarmRecall Memory？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install swarmrecall-memory」即可一键安装，无需额外配置。
SwarmRecall Memory 是免费的吗？
是的，SwarmRecall Memory 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
SwarmRecall Memory 支持哪些平台？
SwarmRecall Memory 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 SwarmRecall Memory？
由 Wayde（@waydelyle）开发并维护，当前版本 v1.1.0。
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