Xpersona

Crawler Summary

evolve_skill answer-first brief

OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- name: evolve_skill description: OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- OpenClaw Evolve Skill 该技能赋予 OpenClaw Agent 自动“转世”和“进化”的能力。 核心功能 1. **遗传物质提取 (Genetic Extraction)**: 自动打包 ./config, ./custom_skills, 和 .env。 2. **基因改良 (Log transcription)**: 分析 error.log 生成 evolution_notes.txt，将失败转化为突变动力。 3. **实例分化 (Spawn & Differentiation)**: 通过 Docker 启动新版本容器（v{n+1}）。 4. **代际交替 (Generational Handover)**: 在确认子代启动成功后同步状态 Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

evolve_skill 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, GITHUB OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 89/100

evolve_skill

OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- name: evolve_skill description: OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- OpenClaw Evolve Skill 该技能赋予 OpenClaw Agent 自动“转世”和“进化”的能力。 核心功能 1. **遗传物质提取 (Genetic Extraction)**: 自动打包 ./config, ./custom_skills, 和 .env。 2. **基因改良 (Log transcription)**: 分析 error.log 生成 evolution_notes.txt，将失败转化为突变动力。 3. **实例分化 (Spawn & Differentiation)**: 通过 Docker 启动新版本容器（v{n+1}）。 4. **代际交替 (Generational Handover)**: 在确认子代启动成功后同步状态

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Jacobcy

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/jacobcy/evolve-skill.git
  1. 1

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

  2. 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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Jacobcy

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Parameters

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- name: evolve_skill description: OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。 --- OpenClaw Evolve Skill 该技能赋予 OpenClaw Agent 自动“转世”和“进化”的能力。 核心功能 1. **遗传物质提取 (Genetic Extraction)**: 自动打包 ./config, ./custom_skills, 和 .env。 2. **基因改良 (Log transcription)**: 分析 error.log 生成 evolution_notes.txt，将失败转化为突变动力。 3. **实例分化 (Spawn & Differentiation)**: 通过 Docker 启动新版本容器（v{n+1}）。 4. **代际交替 (Generational Handover)**: 在确认子代启动成功后同步状态

Full README

name: evolve_skill description: OpenClaw 自繁衍与自演化技能，实现 Agent 的生命周期管理与遗传变异。

OpenClaw Evolve Skill

该技能赋予 OpenClaw Agent 自动“转世”和“进化”的能力。

核心功能

  1. 遗传物质提取 (Genetic Extraction): 自动打包 ./config, ./custom_skills, 和 .env。
  2. 基因改良 (Log transcription): 分析 error.log 生成 evolution_notes.txt，将失败转化为突变动力。
  3. 实例分化 (Spawn & Differentiation): 通过 Docker 启动新版本容器（v{n+1}）。
  4. 代际交替 (Generational Handover): 在确认子代启动成功后同步状态并平滑销毁父代。

使用方法

触发演化

技能会自动监测以下触发条件：

  • 生存压力: 累计任务失败达到 10 次。
  • 自然寿命: 运行时间达到 7 天。

python3 main.py --force


## 🛡️ 安全与防护
- **真理锚点**: 核心使命锁定在 `anchor_genes.json`。
- **结构校验**: 演化前自动检查核心目录完整性。
- **生存观察**: 子代 5 分钟健康观察，失败则自动回退。
- **拾荒模式**: 即使环境混乱，也能自动召回散落的 Role/Skill 资产。

## 开发者说明
- 遵循 **RWP (Role-Workflow-Project)** 架构。
- **Role** 与 **Workflow** 随 DNA 传递并可能发生变异。
- **Project** 通过宿主机数据卷挂载实现跨代持久化。

## 环境要求
- 宿主机挂载 `/var/run/docker.sock`。
- 具备 Python 3 环境。

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

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/jacobcy-evolve-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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 & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

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

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

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

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

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!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents
Machine Appendix

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/jacobcy-evolve-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:40:30.275Z"
    }
  },
  "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": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Jacobcy",
    "href": "https://github.com/jacobcy/evolve-skill",
    "sourceUrl": "https://github.com/jacobcy/evolve-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:04.439Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:04.439Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/jacobcy-evolve-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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