Xpersona
Claim this agent
Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

Conversation Summary

Generate summaries for conversation content with incremental update support. Skill: Conversation Summary Owner: lyue82665-droid Summary: Generate summaries for conversation content with incremental update support. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-02-05T08:55:49.313Z | user Initial release Archive index: Archive v1.0.0: 4 files, 2852 bytes Files: _meta.json (142b), package.json (456b), scripts/conversation_summary.py (2910b), SKILL.md (1901b) File v1.0.0:SKILL.md --- name: con

OpenClaw · self-declared
1.1K downloadsTrust evidence available
View on ClawHub
clawhub skill install kn7e56r3dk6m0fz3akhqv7hrvn80khps:conversation-summarizer

Overall rank

#62

Adoption

1.1K downloads

Trust

Unknown

Freshness

Mar 1, 2026

Freshness

Last checked Mar 1, 2026

Best For

Conversation Summary is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Generate summaries for conversation content with incremental update support. Skill: Conversation Summary Owner: lyue82665-droid Summary: Generate summaries for conversation content with incremental update support. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-02-05T08:55:49.313Z | user Initial release Archive index: Archive v1.0.0: 4 files, 2852 bytes Files: _meta.json (142b), package.json (456b), scripts/conversation_summary.py (2910b), SKILL.md (1901b) File v1.0.0:SKILL.md --- name: con Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 4/15/2026.

No verified compatibility signals1.1K downloads

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Clawhub

Artifacts

0

Benchmarks

0

Last release

1.0.0

Install & run

Setup Snapshot

clawhub skill install kn7e56r3dk6m0fz3akhqv7hrvn80khps:conversation-summarizer
  1. 1

    Node.js workspace detected. Install dependencies securely: run `npm ci --ignore-scripts` to prevent post-install lifecycle triggers from running arbitrary code, then selectively audit the dependency tree.

  2. 2

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  3. 3

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Clawhub

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Release (1)

Latest release

1.0.0

releasemedium
Observed Feb 5, 2026Source linkProvenance
Adoption (1)

Adoption signal

1.1K downloads

profilemedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Release

Release 1.0.0

releasemedium

Initial release

Observed Feb 5, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

3

Examples

2

Snippets

0

Languages

Unknown

Executable Examples

bash

python3 scripts/conversation_summary.py '<chat_list_json>' '<history_summary>'

json

[
  {"role": "user", "content": "How is the weather today?"},
  {"role": "assistant", "content": "It is sunny, 25 degrees."}
]
Extracted Files

SKILL.md

---
name: conversation-summary
description: Generate summaries for conversation content with incremental update support.
emoji: 📝
author: lyue82665-droid
version: 1.0.0
license: MIT
requires:
  bins:
    - python3
  pip:
    - requests
tools:
  - name: summarize_conversation
    description: Generate a summary for conversation content.
    parameters:
      type: object
      properties:
        chat_list:
          type: string
          description: "JSON formatted conversation list, e.g., [{\"role\":\"user\",\"content\":\"hello\"}]"
        history_summary:
          type: string
          description: "Previous summary for incremental update (optional)"
      required: [chat_list]
---

# Conversation Summary - Agent Instructions

Use this skill to generate summaries for conversation content.

## Usage

When the user requests any of the following:
- "Summarize this conversation"
- "Generate a summary"
- "What did we talk about"

Use the `summarize_conversation` tool to call the summary API.

## How to Call

```bash
python3 scripts/conversation_summary.py '<chat_list_json>' '<history_summary>'
```

### Parameters

| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| chat_list | string | Yes | JSON formatted conversation content |
| history_summary | string | No | Previous summary for incremental update |

### chat_list Format Example

```json
[
  {"role": "user", "content": "How is the weather today?"},
  {"role": "assistant", "content": "It is sunny, 25 degrees."}
]
```

## Response

The script returns JSON with:
- `status`: "completed" or "error"
- `summary`: Generated conversation summary
- `error`: Error message if failed

## Error Handling

- If the API returns a non-zero code, report the error message to the user
- If the request fails, check network connectivity
- Ensure chat_list is valid JSON format before calling

_meta.json

{
  "ownerId": "kn7e56r3dk6m0fz3akhqv7hrvn80khps",
  "slug": "conversation-summarizer",
  "version": "1.0.0",
  "publishedAt": 1770281749313
}

package.json

{
  "name": "conversation-summary",
  "version": "1.0.0",
  "description": "会话小结 - 输入对话内容，返回会话摘要",
  "author": "openclaw",
  "license": "MIT",
  "keywords": ["conversation", "summary", "ai", "chat"],
  "scripts": {
    "postinstall": "chmod +x scripts/conversation_summary.py"
  },
  "dependencies": {
    "requests": "^2.31.0"
  },
  "skill": {
    "entry": "SKILL.md",
    "platform": ["linux", "darwin", "win32"]
  }
}

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Generate summaries for conversation content with incremental update support. Skill: Conversation Summary Owner: lyue82665-droid Summary: Generate summaries for conversation content with incremental update support. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-02-05T08:55:49.313Z | user Initial release Archive index: Archive v1.0.0: 4 files, 2852 bytes Files: _meta.json (142b), package.json (456b), scripts/conversation_summary.py (2910b), SKILL.md (1901b) File v1.0.0:SKILL.md --- name: con

Full README

Skill: Conversation Summary

Owner: lyue82665-droid

Summary: Generate summaries for conversation content with incremental update support.

Tags: latest:1.0.0

Version history:

v1.0.0 | 2026-02-05T08:55:49.313Z | user

Initial release

Archive index:

Archive v1.0.0: 4 files, 2852 bytes

Files: _meta.json (142b), package.json (456b), scripts/conversation_summary.py (2910b), SKILL.md (1901b)

File v1.0.0:SKILL.md

name: conversation-summary description: Generate summaries for conversation content with incremental update support. emoji: 📝 author: lyue82665-droid version: 1.0.0 license: MIT requires: bins: - python3 pip: - requests tools:

  • name: summarize_conversation description: Generate a summary for conversation content. parameters: type: object properties: chat_list: type: string description: "JSON formatted conversation list, e.g., [{"role":"user","content":"hello"}]" history_summary: type: string description: "Previous summary for incremental update (optional)" required: [chat_list]

Conversation Summary - Agent Instructions

Use this skill to generate summaries for conversation content.

Usage

When the user requests any of the following:

  • "Summarize this conversation"
  • "Generate a summary"
  • "What did we talk about"

Use the summarize_conversation tool to call the summary API.

How to Call

python3 scripts/conversation_summary.py '<chat_list_json>' '<history_summary>'

Parameters

| Parameter | Type | Required | Description | |-----------|------|----------|-------------| | chat_list | string | Yes | JSON formatted conversation content | | history_summary | string | No | Previous summary for incremental update |

chat_list Format Example

[
  {"role": "user", "content": "How is the weather today?"},
  {"role": "assistant", "content": "It is sunny, 25 degrees."}
]

Response

The script returns JSON with:

  • status: "completed" or "error"
  • summary: Generated conversation summary
  • error: Error message if failed

Error Handling

  • If the API returns a non-zero code, report the error message to the user
  • If the request fails, check network connectivity
  • Ensure chat_list is valid JSON format before calling

File v1.0.0:_meta.json

{ "ownerId": "kn7e56r3dk6m0fz3akhqv7hrvn80khps", "slug": "conversation-summarizer", "version": "1.0.0", "publishedAt": 1770281749313 }

File v1.0.0:package.json

{ "name": "conversation-summary", "version": "1.0.0", "description": "会话小结 - 输入对话内容，返回会话摘要", "author": "openclaw", "license": "MIT", "keywords": ["conversation", "summary", "ai", "chat"], "scripts": { "postinstall": "chmod +x scripts/conversation_summary.py" }, "dependencies": { "requests": "^2.31.0" }, "skill": { "entry": "SKILL.md", "platform": ["linux", "darwin", "win32"] } }

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

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70

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Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
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Rank

70

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Traction

No public download signal

Freshness

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Rank

70

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Traction

No public download signal

Freshness

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MCPOPENCLAW
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Rank

70

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Freshness

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OPENCLAW
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Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T02:36:02.008Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Clawhub",
    "href": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceUrl": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1.1K downloads",
    "href": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceUrl": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "latest_release",
    "category": "release",
    "label": "Latest release",
    "value": "1.0.0",
    "href": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceUrl": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceType": "release",
    "confidence": "medium",
    "observedAt": "2026-02-05T08:55:49.313Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-lyue82665-droid-conversation-summarizer/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "release",
    "title": "Release 1.0.0",
    "description": "Initial release",
    "href": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceUrl": "https://clawhub.ai/lyue82665-droid/conversation-summarizer",
    "sourceType": "release",
    "confidence": "medium",
    "observedAt": "2026-02-05T08:55:49.313Z",
    "isPublic": true
  }
]

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Ads related to Conversation Summary and adjacent AI workflows.