---
name: a5c-ai/research-orchestration
source: https://app.decimal.ai/s/a5c-ai-research-orchestration@1/SKILL.md
source_sha256: 413e45be005f
---

## 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)