Research Orchestration

Overview

Orchestrates 5-10 parallel research agents for comprehensive, multi-source research. Achieves up to 90% faster results compared to sequential research through concurrent execution.

Research Depths

| Depth | Agent Count | Use Case | |-------|------------|----------| | 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)