AI Worker worker.md

intentkit

IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.

Agent framework 6,499 stars Python MIT Worker-compatible

Source#

Tags#

agent-frameworkagenticaiai-agentai-agent-frameworkblockchain

Integration notes#

Framework-level abstraction; derive bounded worker contracts from concrete tasks and APIs in docs/examples.

worker.md example#

Starter worker.md contract mapped from this registry entry. Copy this file and adapt schemas, constraints, and statuses for your task.

---
id: intentkit-repo-derived-worker
name: intentkit Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/intentkit/
source_repository: https://github.com/crestalnetwork/intentkit
repository_default_branch: main
repository_language: Python
repository_license: MIT
repository_updated_at: 2026-04-04
worker_mode: agent-orchestration-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.9
derived_on: 2026-04-05
tags:
  - agent-framework
  - agentic
  - ai
  - ai-agent
  - ai-agent-framework
  - blockchain
---

# intentkit Repo-Derived Worker

## Repo-derived summary
- Registry summary: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
- Repository description: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
- Stars (snapshot): 6,499
- Primary language: Python
- Worker mode classification: agent-orchestration-worker

## Extracted from
- https://github.com/crestalnetwork/intentkit
- https://github.com/crestalnetwork/intentkit/blob/main/README.md
- https://intentcat.com/docs/
- https://intentcat.com/docs/deployment/

## Evidence notes (from repository text)
- README summary paragraph: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
- IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
- Current AI agents generally follow two paths:
- 1. **Local-First** (e.g., OpenClaw): These serve as personal assistants or experimental tools. However, they often require expensive hardware and extensive local permissions.
- - 🔒 **Secure by Design:** Agents are fundamentally unable to access any of your secret keys.
- - 🤖 **Collaborative AI:** Multiple agents that can call and interact with each other.

## Installation hints found in README
- No explicit package installation command detected in README text.

## worker.md contract (derived starter)
Purpose: Execute one orchestrated agent task as a bounded worker step.

### Input schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "run_id",
    "task",
    "context"
  ],
  "properties": {
    "run_id": {
      "type": "string"
    },
    "task": {
      "type": "string"
    },
    "context": {
      "type": "object"
    }
  }
}
```

### Output schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "run_id",
    "status",
    "result"
  ],
  "properties": {
    "run_id": {
      "type": "string"
    },
    "status": {
      "type": "string",
      "enum": [
        "ok",
        "retryable_error",
        "invalid_request",
        "invalid_output"
      ]
    },
    "result": {
      "type": "object"
    }
  }
}
```

### Constraints
- timeout_seconds: 30
- max_attempts: 2
- idempotency_key: run_id
- status_enum: [ok, retryable_error, invalid_request, invalid_output]
- notes: adapt to concrete APIs/classes documented in this repository before production use

## How this should be used
1. Treat this file as a repo-derived starter profile, not a claim of an official repository API contract.
2. Replace schemas with exact interfaces from code/docs you adopt.
3. Keep execution bounded and auditable using worker protocol constraints.

How to use#

  • Save this as a worker spec file (for example: intentkit-my-task.worker.md).
  • Replace the input/output schemas and purpose with your real bounded task.
  • Enforce schema validation + timeout + retry policy in your runtime before production use.

Citation#

Reference URL: https://worker.md/registry/intentkit/

Source URL: https://github.com/crestalnetwork/intentkit