assimilate-popular-wor…
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md…
@a5c-aiInstall SkillAutomation
Skill
/research-orchestration
Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
Claude Code
$ npx -y skills add a5c-ai/babysitter --skill research-orchestration --agent claude-code
Codex
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a codex -y
Cursor
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a cursor -y
Gemini CLI
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a gemini-cli -y
GitHub Copilot
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a github-copilot -y
OpenCode
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a opencode -y
Windsurf
$ npx skills add a5c-ai/babysitter --skill research-orchestration -a windsurf -y
SKILL.md
research-orchestration.SKILL.mdname: research-orchestration
description: Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
allowed-tools: Read, Bash, Grep, Glob
graph:
domains: [domain:software-engineering]
skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]
workflows: [workflow:feature-development]
topics: [topic:developer-experience]
roles: [role:tech-lead, role:backend-engineer]
|-------|------------|----------|
| Shallow | 5 | Quick fact-finding, simple queries |
| Medium | 7 | Standard research, moderate complexity |
| Deep | 10 | Comprehensive analysis, complex queries |
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)
Read more
name: research-orchestration description: Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation. allowed-tools: Read, Bash, Grep, Glob graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer] |-------|------------|----------| | Shallow | 5 | Quick fact-finding, simple queries | | Medium | 7 | Standard research, moderate complexity | | Deep | 10 | Comprehensive analysis, complex queries |
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)
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Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.
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Questions about research-orchestration.
- Which coding agents can use research-orchestration?
- research-orchestration installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.