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synthesize - Synthesize SWARM runs into experiment notes

Reads run data to generate experiment notes, check claims for evidence, and update vault index

Tags

Updated: 2026-03-23

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • read run.yaml files
  • read summary.json files
  • read report.json files
  • read history.json files
  • generate experiment notes
  • check claims for evidence
  • recommend claim updates
  • update run-index.yaml
  • update vault index
  • list unsynthesized runs
  • process batch runs
  • report synthesis results

Inputs

  • run_id or run folder
  • run.yaml file
  • summary.json file
  • report.json file
  • analysis/summary.json
  • history.json file
  • recommendation.json file
  • vault/claims/ files
  • vault templates

Outputs

  • experiment note file
  • claim update recommendations
  • run-index.yaml file
  • vault/_index.md file
  • synthesis report

Requirements

  • Python execution environment
  • Read and Write tools
  • Bash tool access
  • Glob and Grep tools
  • fork context
  • opus model

Source

  • Spec: SKILL.md
swarm
experiment
synthesis
vault
claims
research
automation
read run.yaml files
read summary.json files
read report.json files
read history.json files
run_id or run folder
run.yaml file
summary.json file
experiment note file
claim update recommendations
run-index.yaml file