Xpersona

Crawler Summary

skillsmp-searcher answer-first brief

SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- name: skillsmp-searcher description: SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- SkillsMP 技能搜索 此技能提供对 SkillsMP 技能商城的搜索功能，帮助用户快速发现和定位所需的技能。 API 配置 首次使用前，需要配置 API Key。API Key 存储在 references/api_key.txt 中。 格式：纯文本的 API Key 字符串（例如：sk_live_skillsmp_eb_6A4Y9LJAhtzPFsmX0v67zhingVC0CrQZ4Qqlin4） Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

skillsmp-searcher 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: 94/100

skillsmp-searcher

SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- name: skillsmp-searcher description: SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- SkillsMP 技能搜索 此技能提供对 SkillsMP 技能商城的搜索功能，帮助用户快速发现和定位所需的技能。 API 配置 首次使用前，需要配置 API Key。API Key 存储在 references/api_key.txt 中。 格式：纯文本的 API Key 字符串（例如：sk_live_skillsmp_eb_6A4Y9LJAhtzPFsmX0v67zhingVC0CrQZ4Qqlin4）

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals3 GitHub stars

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 4/15/2026.

3 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Gccszs

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Unpublished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. 3 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/gccszs/skillsmp-searcher.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

Gccszs

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

Protocol compatibility

OpenClaw

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

Adoption signal

3 GitHub stars

profilemedium
Observed Apr 15, 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

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

python scripts/search_skills.py "SEO" --page 1 --limit 10 --sortBy stars

bash

python scripts/ai_search.py "How to create a web scraper"

json

{
  "success": false,
  "error": {
    "code": "INVALID_API_KEY",
    "message": "The provided API key is invalid"
  }
}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- name: skillsmp-searcher description: SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。 --- SkillsMP 技能搜索 此技能提供对 SkillsMP 技能商城的搜索功能，帮助用户快速发现和定位所需的技能。 API 配置 首次使用前，需要配置 API Key。API Key 存储在 references/api_key.txt 中。 格式：纯文本的 API Key 字符串（例如：sk_live_skillsmp_eb_6A4Y9LJAhtzPFsmX0v67zhingVC0CrQZ4Qqlin4）

Full README

name: skillsmp-searcher description: SkillsMP技能商城搜索工具。用于在 https://skillsmp.com/ 网站上搜索和发现技能。支持关键词搜索和AI语义搜索两种模式。当用户需要：(1) 搜索特定主题的技能（如"SEO"、"视频制作"），(2) 通过自然语言描述查找相关技能（如"如何创建网络爬虫"），(3) 探索SkillsMP商城中的可用技能时使用此技能。

SkillsMP 技能搜索

此技能提供对 SkillsMP 技能商城的搜索功能，帮助用户快速发现和定位所需的技能。

API 配置

首次使用前，需要配置 API Key。API Key 存储在 references/api_key.txt 中。

格式：纯文本的 API Key 字符串（例如：sk_live_skillsmp_eb_6A4Y9LJAhtzPFsmX0v67zhingVC0CrQZ4Qqlin4）

注意：请确保 API Key 安全，不要将 SKILL.md 或包含 API Key 的文件提交到公共仓库。

搜索模式

1. 关键词搜索

使用 scripts/search_skills.py 进行基于关键词的搜索。

适用场景：

  • 用户使用明确的关键词搜索（如 "SEO"、"PDF"、"翻译"）
  • 需要按热门度或最新时间排序
  • 需要分页浏览结果

参数：

  • q (必需): 搜索关键词
  • page: 页码，默认 1
  • limit: 每页数量，默认 20，最大 100
  • sortBy: 排序方式，stars（热门，默认）或 recent（最新）

示例：

python scripts/search_skills.py "SEO" --page 1 --limit 10 --sortBy stars

2. AI 语义搜索

使用 scripts/ai_search.py 进行基于语义理解的搜索。

适用场景：

  • 用户使用自然语言描述需求（如"如何制作视频"、"帮我处理PDF文档"）
  • 搜索意图复杂，需要理解上下文
  • 不确定具体关键词，希望AI智能匹配

参数：

  • q (必需): 自然语言搜索查询

示例：

python scripts/ai_search.py "How to create a web scraper"

API 端点

详细的 API 文档请参考 references/api_documentation.md。

基础 URL: https://skillsmp.com/api/v1

| 端点 | 方法 | 功能 | |------|------|------| | /skills/search | GET | 关键词搜索 | | /skills/ai-search | GET | AI 语义搜索 |

错误处理

API 错误码：

| 错误码 | HTTP状态 | 说明 | |--------|----------|------| | MISSING_API_KEY | 401 | 未提供 API Key | | INVALID_API_KEY | 401 | API Key 无效 | | MISSING_QUERY | 400 | 缺少必需的查询参数 | | INTERNAL_ERROR | 500 | 服务器内部错误 |

错误响应格式：

{
  "success": false,
  "error": {
    "code": "INVALID_API_KEY",
    "message": "The provided API key is invalid"
  }
}

使用流程

  1. 确保 API Key 已配置在 references/api_key.txt
  2. 根据用户需求选择搜索模式：
    • 明确关键词 → 关键词搜索
    • 自然语言描述 → AI 语义搜索
  3. 运行相应的脚本获取结果
  4. 解析并展示搜索结果给用户

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/gccszs-skillsmp-searcher/snapshot"
curl -s "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/contract"
curl -s "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/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 6d 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/gccszs-skillsmp-searcher/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T04:10:43.841Z"
    }
  },
  "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": "Gccszs",
    "href": "https://github.com/gccszs/skillsmp-searcher",
    "sourceUrl": "https://github.com/gccszs/skillsmp-searcher",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:38.065Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:38.065Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/gccszs/skillsmp-searcher",
    "sourceUrl": "https://github.com/gccszs/skillsmp-searcher",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T02:14:38.065Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gccszs-skillsmp-searcher/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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