reduce-orchestrator
CommunityOrchestrate parallel MapReduce(+Verify) workflows.
Software Engineering#debugging#research#parallel processing#workflow automation#verification#orchestration#mapreduce
Authorhyophyop
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates complex, multi-step research, debugging, or analysis tasks by orchestrating many parallel workers, synthesizing their results, and performing a mandatory verification phase, ensuring reproducible and robust outcomes.
Core Features & Use Cases
- MapReduce Orchestration: Manages a full MapReduce loop with a distinct Verify phase.
- Parallel Execution: Spawns and coordinates numerous
map-workertasks concurrently. - Deterministic State Management: Persists all run state in
.rlm/for reproducibility and concurrency safety. - Use Case: Debugging a complex software issue by having parallel workers analyze different log files, then verifying critical findings and contradictions before deciding on a fix.
Quick Start
Use the reduce-orchestrator skill to plan, map, reduce, verify, and decide on a research task for the provided codebase.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: reduce-orchestrator Download link: https://github.com/hyophyop/mapreduce-skill/archive/main.zip#reduce-orchestrator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.