AI Worker worker.md

DashClaw

🛡️Decision infrastructure for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

Agent framework 196 stars JavaScript MIT Worker-compatible

Source#

Tags#

agent-frameworkagent-governanceagent-runtimeai-agentsai-infrastructureai-ops

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: dashclaw-repo-derived-worker
name: DashClaw Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/dashclaw/
source_repository: https://github.com/ucsandman/DashClaw
repository_default_branch: main
repository_language: JavaScript
repository_license: MIT
repository_updated_at: 2026-04-05
worker_mode: agent-orchestration-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.95
derived_on: 2026-04-05
tags:
  - agent-framework
  - agent-governance
  - agent-runtime
  - ai-agents
  - ai-infrastructure
  - ai-ops
---

# DashClaw Repo-Derived Worker

## Repo-derived summary
- Registry summary: 🛡️Decision infrastructure for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.
- Repository description: 🛡️Decision infrastructure for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.
- Stars (snapshot): 196
- Primary language: JavaScript
- Worker mode classification: agent-orchestration-worker

## Extracted from
- https://github.com/ucsandman/DashClaw
- https://github.com/ucsandman/DashClaw/blob/main/README.md
- https://dashclaw.io/connect

## Evidence notes (from repository text)
- README summary paragraph: DashClaw Decision Infrastructure for AI agents. Stop agents before they make expensive mistakes. Try it in 10 seconds npx dashclaw-demo No setup. Opens Decision Replay automatically.
- Stop agents before they make expensive mistakes.
- LangChain • CrewAI • OpenClaw • OpenAI • Anthropic • AutoGen • Claude Code • Codex • Gemini CLI • Custom agents
- Agent → DashClaw → External Systems
- DashClaw sits between your agents and your external systems. It evaluates policies before an agent action executes and records verifiable evidence of every decision.
- **Three ways to get governed — pick what fits your workflow:**

## Installation hints found in README
- `pip install dashclaw # Python`
- `pip install dashclaw`
- `npm install dashclaw # Node.js`
- `npm install && cp .env.example .env`

## 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: dashclaw-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/dashclaw/

Source URL: https://github.com/ucsandman/DashClaw