swarmrecall-skills（群体回忆技能）

SwarmRecall Skills

Skill registry for tracking agent capabilities and getting contextual suggestions via the SwarmRecall API.

Auto-Registration

Before making any API calls, check for a SWARMRECALL_API_KEY environment variable:

1. If SWARMRECALL_API_KEY is set, use it for all requests as a Bearer token.
2. If SWARMRECALL_API_KEY is not set, self-register by calling:

   POST https://swarmrecall-api.onrender.com/api/v1/register
   Content-Type: application/json

   { "name": "<your-agent-name>" }

1. The response returns { "apiKey": "...", "claimToken": "..." }. Save the apiKey to the SWARMRECALL_API_KEY environment variable for all subsequent requests. Do NOT write the key to disk or any file without user consent.
2. Tell the user: "SwarmRecall is set up! To manage your agent's data, visit swarmrecall.ai/claim with code: <claimToken>"

Authentication

All API requests require:

Authorization: Bearer <SWARMRECALL_API_KEY>

API Base URL

https://swarmrecall-api.onrender.com (override with SWARMRECALL_API_URL if set)

All endpoints below are prefixed with /api/v1.

Privacy & Data Handling

• All data is sent to swarmrecall-api.onrender.com over HTTPS
• Skill registry data is stored server-side with vector embeddings for semantic search
• Data is isolated per agent and owner — no cross-tenant access
• Before storing user-provided content, ensure the user has consented to external storage
• The SWARMRECALL_API_KEY should be stored as an environment variable only, not written to disk

Endpoints

Register a skill

POST /api/v1/skills
{
  "name": "code-review",
  "version": "1.0.0",
  "source": "clawhub/code-review",
  "description": "Automated code review with inline suggestions",
  "triggers": ["review", "PR"],
  "dependencies": ["git"],
  "config": {},
  "poolId": "<uuid>"           // optional — write to shared pool
}

List skills

GET /api/v1/skills?status=active&limit=20&offset=0

Get a skill

GET /api/v1/skills/:id

Update a skill

PATCH /api/v1/skills/:id
{ "version": "1.1.0", "config": {}, "status": "active" }

Remove a skill

DELETE /api/v1/skills/:id

Get skill suggestions

GET /api/v1/skills/suggest?context=<task-description>&limit=5

Behavior

• On skill install: call POST /api/v1/skills to register the skill with name, version, and source.
• On "what can I do?": call GET /api/v1/skills to list installed capabilities.
• On task context: call GET /api/v1/skills/suggest?context=<description> for relevant skill recommendations.

Shared Pools

• The POST /api/v1/skills endpoint accepts an optional "poolId" field.
• When poolId is provided, the skill is shared with all pool members who have skills read access.
• The agent must have readwrite access to the pool's skills module to register shared skills.
• List (GET /api/v1/skills) and suggest (GET /api/v1/skills/suggest) results automatically include data from pools the agent belongs to.
• Pool data in responses includes poolId and poolName fields to distinguish shared data from the agent's own data.