About

Imported from athola/claude-night-market (plugins/tome/skills/synthesize/SKILL.md). Install upstream with npx skills add athola/claude-night-market --skill synthesize. Copyright stays with the author.

Finding Synthesis

Name: synthesize
Author: athola

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

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

Output Formats

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

Exit Criteria

merge_findings(), rank_findings(), and group_by_theme() all called in sequence before output is formatted
Output formatted via format_report() by default, or format_brief() / format_transcript() when the flag is set
Findings grouped by theme in the report, not presented as raw per-channel lists
If the merged finding count is 0, this is stated explicitly rather than generating an empty or fabricated report
If no active session exists, error emitted directing the user to run /tome:research first

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/athola-claude-night-market-synthesize/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

athola-claude-night-market-synthesize.ocm.jsonjson

{
  "ocm": "1",
  "id": "athola-claude-night-market-synthesize",
  "kind": "skill",
  "name": "synthesize",
  "description": "Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report.",
  "publisher": "athola",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "merge",
      "rank",
      "format",
      "report",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/athola/claude-night-market",
      "path": "plugins/tome/skills/synthesize/SKILL.md",
      "ref": "ff30fb878dbc2a49293e56b59177a779441813d2",
      "url": "https://github.com/athola/claude-night-market/blob/ff30fb878dbc2a49293e56b59177a779441813d2/plugins/tome/skills/synthesize/SKILL.md",
      "key": "athola/claude-night-market/plugins/tome/skills/synthesize/SKILL.md"
    }
  },
  "instructions": "# Finding Synthesis\n\n## When To Use\n\n- After research agents return results from multiple channels\n- Producing a final ranked report from raw findings\n\n## When NOT To Use\n\n- No research session is active (run `/tome:research` first)\n- Refining a single channel (use `/tome:dig` instead)\n\nMerge findings from all channels into a ranked report.\n\n## Workflow\n\n1. Merge: `tome.synthesis.merger.merge_findings()`\n2. Rank: `tome.synthesis.ranker.rank_findings()`\n3. Group: `tome.synthesis.ranker.group_by_theme()`\n4. Format: `tome.output.report.format_report()`\n\n## Output Formats\n\n- **report**: Full secti",
  "cost": {
    "context_tokens": 318
  }
}

Fetch it by URL: GET /api/v1/registry/athola-claude-night-market-synthesize/manifest?version=1.0.0

Reviews

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