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OpenClaw Skills & Use Case Index

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why - Investigate why code and design decisions exist

Investigates design rationale, tradeoffs, constraints, regressions, and historical intent using parallel evidence searches with citations and calibrated confidence.

Tags

Updated: 2026-10-15

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Anchor questions in code
  • Map available MCP connectors
  • Search evidence categories in parallel
  • Compare competing explanations
  • Calibrate confidence explicitly
  • Cite supporting sources
  • Report evidence gaps

Inputs

  • User investigation question
  • Target code and file paths
  • Git repository history
  • GitHub pull request data
  • Available MCP connectors
  • Skill reference files

Outputs

  • Cited rationale report
  • Evidence coverage map
  • Confidence assessment
  • Competing explanations
  • Evidence gaps and contradictions

Requirements

  • Git repository access
  • GitHub CLI access
  • Codex-native subagent support
  • Available MCP access for external evidence
  • Access to skill reference files

Source

  • Spec: SKILL.md
code archaeology
design rationale
historical investigation
evidence analysis
software decisions
postmortem
Anchor questions in code
Map available MCP connectors
Search evidence categories in parallel
Compare competing explanations
User investigation question
Target code and file paths
Git repository history
Cited rationale report
Evidence coverage map
Confidence assessment