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AI/MLathola

synthesize

Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report.

Stars
294
Source
athola/claude-night-market
Updated
2026-05-30
Slug
athola--claude-night-market--synthesize
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/athola/claude-night-market/HEAD/plugins/tome/skills/synthesize/SKILL.md -o .claude/skills/synthesize.md

Drops the SKILL.md into .claude/skills/synthesize.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Finding Synthesis

When To Use

  • After research agents return results from multiple channels
  • Producing a final ranked report from raw findings

When NOT To Use

  • No research session is active (run /tome:research first)
  • Refining a single channel (use /tome:dig instead)

Merge findings from all channels into a ranked report.

Workflow

  1. Merge: tome.synthesis.merger.merge_findings()
  2. Rank: tome.synthesis.ranker.rank_findings()
  3. Group: tome.synthesis.ranker.group_by_theme()
  4. Format: tome.output.report.format_report()

Output Formats

  • report: Full sectioned markdown
  • brief: Condensed 1-2 pages
  • transcript: Raw session log