map-worker

Execute a single MapReduce worker task and generate a narrative report.

2|Updated Jan 8, 2026
One-click install
npx skills add https://github.com/hyophyop/mapreduce-skill --skill map-worker
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: map-worker
Source: https://github.com/hyophyop/mapreduce-skill/tree/main/map-worker
Command: npx skills add https://github.com/hyophyop/mapreduce-skill --skill map-worker

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a standardized contract for individual workers within a MapReduce-style orchestration, ensuring consistent task execution and report generation for synthesis.

Core Features & Use Cases

  • Task Execution: Performs a single, defined task based on a provided goal or intent.
  • Narrative Reporting: Generates a structured report detailing findings, evidence, and contract compliance.
  • Contract Adherence: Optionally follows a run-level contract for scope, invariants, and verification requirements.
  • Use Case: An orchestrator skill can invoke map-worker many times in parallel to analyze different code modules, with each worker reporting its findings for later consolidation.

Quick Start

Use the map-worker skill to assess how Foo.bar is used and propose a safe refactor or documentation update, writing the report to the specified path.

Frequently Asked Questions about map-worker

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I execute a single task for MapReduce orchestration?

To execute a single task for MapReduce orchestration, use a worker skill that performs a defined task based on a provided goal, generating a structured narrative report to a specified path for later synthesis.

What is a map-worker in a task execution framework?

A map-worker is a standardized contract for individual workers in a MapReduce-style framework, ensuring consistent task execution, contract adherence, and structured narrative reporting for consolidation.

How do I generate narrative reports with evidence for code analysis?

To generate narrative reports with evidence for code analysis, invoke a worker skill in map mode to analyze different modules, detailing findings and adherence to an optional run-level contract at a specified output path.

Can I enforce contract compliance during parallel task execution?

Yes, you can enforce contract compliance during parallel task execution by providing an optional run-level contract that guides scope, invariants, and verification requirements for each worker.

Does the map-worker skill support verification modes for task reporting?

Yes, the map-worker skill supports both map and verify modes, allowing scope and action flexibility guided by hint_paths and goal parameters to ensure accurate task reporting.

When do I need a standardized worker for orchestration reporting?

You need a standardized worker for orchestration reporting when an orchestrator skill invokes many parallel tasks, requiring each worker to report findings and evidence consistently for later consolidation.