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)
1---2name: research-orchestration3description: Process Flow4---56## Process Flow781. **Plan**: Decompose query into independent sub-queries92. **Dispatch**: Run 5-10 research agents in parallel103. **Synthesize**: Merge findings, identify consensus and conflicts114. **Validate**: Cross-reference against codebase for accuracy1213## Sources1415- Codebase: source files, patterns, implementations16- Documentation: README, JSDoc, inline comments17- Configuration: package.json, tsconfig, CI/CD configs1819## Confidence Scoring2021Overall confidence is a weighted average of individual agent confidence scores, adjusted by validation results. Below 70% triggers human review.2223## When to Use2425- `/research [query]` slash command26- Before specification creation27- When investigating unfamiliar parts of the codebase2829## Processes Used By3031- `claudekit-research` (primary consumer)
Run npx skillmds@latest add gabrielmoreira/research-orchestration in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Process Flow It is listed under Research & Search on SkillMD.
This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
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gabrielmoreira (@gabrielmoreira) published this skill. Their other Agent Skills are listed on their SkillMD profile.