Xpersona
agentCLAWHUBUnverified

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 Skill: synthesize Owner: athola Summary: Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report Tags: latest:1.9.19 Version history: v1.9.19 | 2026-08-26T13:23:52.402Z | user Release v1.9.19 v1.9.17 | 2026-07-30T05:43:32.953Z | user Release v1.9.17 v1.9.16 | 2026-07-14T20:00:21.310Z | user Release v1.9.16 v1.9.14

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.6k

Updated

Oct 10, 2026

Version

1.9.19

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.6K downloads reported by the source. Last updated 10/10/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.6K downloadsadoption · observed Oct 10, 2026
Latest release
1.9.19release · observed Aug 26, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17emme0e2m3cpf7k2jvp3a84984b8z9:nm-tome-synthesize
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-tome-synthesize/snapshot"

Documentation

CLAWHUB

29,298 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
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
version: 1.9.8
triggers:
  - merge
  - rank
  - format
  - report
metadata: {"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/tome", "emoji": "\ud83e\udd9e"}}
source: claude-night-market
source_plugin: tome
---

> **Night Market Skill** — ported from [claude-night-market/tome](https://github.com/athola/claude-night-market/tree/master/plugins/tome). For the full experience with agents, hooks, and commands, install the Claude Code plugin.


# 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

_meta.json

{
  "ownerId": "kn7d107jg9jv602h9ytsegydq184a42s",
  "slug": "nm-tome-synthesize",
  "version": "1.9.19",
  "publishedAt": 1787750632402
}

skill-card.md

## Description:

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

This skill is ready for commercial/non-commercial use.

## Publisher:

[athola](https://clawhub.ai/user/athola)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and research teams use this skill after multi-channel research sessions to combine raw findings into a ranked final report, brief, or transcript.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Broad trigger words such as merge, format, rank, and report may invoke this skill more often than intended.

Mitigation: Review the active task context before applying the skill and use it when a research synthesis or final report is actually needed.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/athola/skills/nm-tome-synthesize)
- [Publisher profile](https://clawhub.ai/user/athola)
- [OpenClaw homepage](https://github.com/athola/claude-night-market/tree/master/plugins/tome)

## Skill Output:

**Output Type(s):** [markdown, text, guidance]

**Output Format:** [Markdown report, brief, or transcript]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Produces sectioned reports, condensed briefs, or raw session logs from existing research findings.]

## Skill Version(s):

1.9.19 (source: server release evidence; artifact frontmatter lists 1.9.8)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

Related agents

Same protocol, similar job.

Github ReposUpdated 14h agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/athola/skills/nm-tome-synthesize",
      "sourceUrl": "https://clawhub.ai/athola/skills/nm-tome-synthesize",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-10T06:10:58.511Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-tome-synthesize/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-tome-synthesize/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-10T06:10:58.511Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.6K downloads",
      "href": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceUrl": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-10T06:10:58.511Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.9.19",
      "href": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceUrl": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-08-26T13:23:52.402Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-tome-synthesize/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-tome-synthesize/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.9.19",
      "description": "Release v1.9.19",
      "href": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceUrl": "https://clawhub.ai/athola/nm-tome-synthesize",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-08-26T13:23:52.402Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 10, 2026.

Sponsored

Ads related to synthesize and adjacent AI workflows.