# Research Orchestration

> Process Flow

- Skill: `gabrielmoreira/research-orchestration` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add gabrielmoreira/research-orchestration`
- Raw SKILL.md: https://api.skillmd.com/api/skills/gabrielmoreira/research-orchestration/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: gabrielmoreira (https://skillmd.com/u/gabrielmoreira)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/gabrielmoreira/research-orchestration

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## Process Flow

1. **Plan**: Decompose query into independent sub-queries
2. **Dispatch**: Run 5-10 research agents in parallel
3. **Synthesize**: Merge findings, identify consensus and conflicts
4. **Validate**: Cross-reference against codebase for accuracy

## Sources

- Codebase: source files, patterns, implementations
- Documentation: README, JSDoc, inline comments
- Configuration: package.json, tsconfig, CI/CD configs

## Confidence Scoring

Overall confidence is a weighted average of individual agent confidence scores, adjusted by validation results. Below 70% triggers human review.

## When to Use

- `/research [query]` slash command
- Before specification creation
- When investigating unfamiliar parts of the codebase

## Processes Used By

- `claudekit-research` (primary consumer)