miroflow

Source#

• Repository: MiroMindAI/miroflow
• Last source update: 2026-03-01
• Last verified: 2026-03-01

Tags#

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: miroflow-repo-derived-worker
name: miroflow Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/miroflow/
source_repository: https://github.com/MiroMindAI/miroflow
repository_default_branch: main
repository_language: Python
repository_license: Apache-2.0
repository_updated_at: 2026-03-01
worker_mode: agent-orchestration-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.9
derived_on: 2026-03-01
tags:
  - agent-framework
  - agents
  - browsecomp
  - claude
  - deep-research
  - futurex
---

# miroflow Repo-Derived Worker

## Repo-derived summary
- Registry summary: MiroFlow is an agent framework that enables tool-use agent tasks, featuring a reproducible GAIA score of 82.4%.
- Repository description: MiroFlow is an agent framework that enables tool-use agent tasks, featuring a reproducible GAIA score of 82.4%.
- Stars (snapshot): 2,620
- Primary language: Python
- Worker mode classification: agent-orchestration-worker

## Extracted from
- https://github.com/MiroMindAI/miroflow
- https://github.com/MiroMindAI/miroflow/blob/main/README.md
- https://miromind.ai/blog/miroflow
- https://docs.astral.sh/uv/
- https://miromindai.github.io/MiroFlow/core_concepts/

## Evidence notes (from repository text)
- README summary paragraph: ### 🚀 https://dr.miromind.ai/ ｜ [中文](README_zh.md) ｜ [日本語](README_ja.md)
- - 🤔 **MiroThinker**: an open-source agent that natively supports tool-assisted reasoning. See https://github.com/MiroMindAI/mirothinker.
- - 📊 **MiroVerse**: 147k premium open-source training data supporting research agent training. See https://huggingface.co/datasets/miromind-ai/MiroVerse-v0.1.
- - 🔧 [Supported Models & Tools](#-supported-models--tools)
- - **[2025-08-08]**: **MiroFlow v0.1**: Complete open-source release of the research agent framework.
- uv run main.py trace --config_file_name=agent_quickstart_reading --task="What is the first country listed in the XLSX file that have names starting with Co?" --task_file_name="data/FSI-2023-DOWNLOAD.xlsx"

## 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: miroflow-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/miroflow/

Source URL: https://github.com/MiroMindAI/miroflow