Xpersona
Claim this agent
Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

skill-free-deep-research

Free Deep Research Skill Free Deep Research Skill 研究自动化 + 智能编排 + 跨平台执行 功能 自动执行多步骤研究任务：搜索 → 抓取 → 分析 → 总结。支持并行、容错、可追溯。 基于 usemanusai/free-deep-research 的模式构建。 使用场景 - 深度研究项目（竞品分析、技术调研） - 信息聚合（周报、月报自动生成） - 跨平台数据收集（GitHub + Twitter + Web） - 学习笔记自动化（论文、博客摘要） 核心模式 **研究流水线 (Research Pipeline)** 1. **规划**: AI 生成研究计划（问题 → 子任务） 2. **执行**: 并行执行搜索、浏览、提取 3. **验证**: 交叉验证信息源 4. **合成**: 生成最终报告（Markdown/PDF） **容错设计**： - 单步失败 → 重试 ×3 → 降级方案 - Token 限制 → 流式处理 +

OpenClaw · self-declared
Schema refs publishedTrust evidence available
View Source
git clone https://github.com/Undermybelt/skill-free-deep-research.git

Overall rank

#30

Adoption

No public adoption signal

Trust

Unknown

Freshness

Apr 15, 2026

Freshness

Last checked Apr 15, 2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

skill-free-deep-research is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, 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

Free Deep Research Skill Free Deep Research Skill 研究自动化 + 智能编排 + 跨平台执行 功能 自动执行多步骤研究任务：搜索 → 抓取 → 分析 → 总结。支持并行、容错、可追溯。 基于 usemanusai/free-deep-research 的模式构建。 使用场景 - 深度研究项目（竞品分析、技术调研） - 信息聚合（周报、月报自动生成） - 跨平台数据收集（GitHub + Twitter + Web） - 学习笔记自动化（论文、博客摘要） 核心模式 **研究流水线 (Research Pipeline)** 1. **规划**: AI 生成研究计划（问题 → 子任务） 2. **执行**: 并行执行搜索、浏览、提取 3. **验证**: 交叉验证信息源 4. **合成**: 生成最终报告（Markdown/PDF） **容错设计**： - 单步失败 → 重试 ×3 → 降级方案 - Token 限制 → 流式处理 + Published capability contract available. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Undermybelt

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/Undermybelt/skill-free-deep-research.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 & 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

Undermybelt

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
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

Events

Release & Crawl Timeline

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 & Docs

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

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

/research start --topic "AI agent orchestration frameworks" --depth comprehensive
/research status <taskId>
/research stop <taskId>
/research list --status running|completed|failed

yaml

research:
  depth: medium  # quick|medium|comprehensive
  sources:
    - web_search: true
    - github: true
    - twitter: false  # 需 playwriter
    - arxiv: true

orchestration:
  parallel: 4     # 并行任务数
  timeout: 10m    # 总超时
  retry: 3        # 重试次数

output:
  format: markdown
  auto_upload: false
  destinations:
    - obsidian
    - notion

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Free Deep Research Skill Free Deep Research Skill 研究自动化 + 智能编排 + 跨平台执行 功能 自动执行多步骤研究任务：搜索 → 抓取 → 分析 → 总结。支持并行、容错、可追溯。 基于 usemanusai/free-deep-research 的模式构建。 使用场景 - 深度研究项目（竞品分析、技术调研） - 信息聚合（周报、月报自动生成） - 跨平台数据收集（GitHub + Twitter + Web） - 学习笔记自动化（论文、博客摘要） 核心模式 **研究流水线 (Research Pipeline)** 1. **规划**: AI 生成研究计划（问题 → 子任务） 2. **执行**: 并行执行搜索、浏览、提取 3. **验证**: 交叉验证信息源 4. **合成**: 生成最终报告（Markdown/PDF） **容错设计**： - 单步失败 → 重试 ×3 → 降级方案 - Token 限制 → 流式处理 +

Full README

Free Deep Research Skill

研究自动化 + 智能编排 + 跨平台执行

功能

自动执行多步骤研究任务：搜索 → 抓取 → 分析 → 总结。支持并行、容错、可追溯。

基于 usemanusai/free-deep-research 的模式构建。

使用场景

  • 深度研究项目（竞品分析、技术调研）
  • 信息聚合（周报、月报自动生成）
  • 跨平台数据收集（GitHub + Twitter + Web）
  • 学习笔记自动化（论文、博客摘要）

核心模式

研究流水线 (Research Pipeline)

  1. 规划: AI 生成研究计划（问题 → 子任务）
  2. 执行: 并行执行搜索、浏览、提取
  3. 验证: 交叉验证信息源
  4. 合成: 生成最终报告（Markdown/PDF）

容错设计：

  • 单步失败 → 重试 ×3 → 降级方案
  • Token 限制 → 流式处理 + 分块
  • 网络错误 → exponential backoff

命令

/research start --topic "AI agent orchestration frameworks" --depth comprehensive
/research status <taskId>
/research stop <taskId>
/research list --status running|completed|failed

输出

  • 研究完成 → 生成 research/research-2026-02-11-<topic>-<id>.md
  • 包含：摘要、关键发现、来源链接、置信度评估
  • 可选：导出 PDF、上传到 Notion/Obsidian

配置

research:
  depth: medium  # quick|medium|comprehensive
  sources:
    - web_search: true
    - github: true
    - twitter: false  # 需 playwriter
    - arxiv: true

orchestration:
  parallel: 4     # 并行任务数
  timeout: 10m    # 总超时
  retry: 3        # 重试次数

output:
  format: markdown
  auto_upload: false
  destinations:
    - obsidian
    - notion

Skill: free-deep-research Created: 2026-02-11 12:00 Inspired by usemanusai/free-deep-research Priority: P0 - 研究自动化核心平台

API & Reliability

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

Verifiedcapability-contract

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract"
curl -s "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/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

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

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Machine Appendix

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

Verifiedcapability-contract

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/Undermybelt/skill-free-deep-research#input",
  "outputSchemaRef": "https://github.com/Undermybelt/skill-free-deep-research#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:42:34.515Z",
  "sourceUpdatedAt": "2026-02-24T19:42:34.515Z",
  "freshnessSeconds": 19555073
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T03:40:28.011Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Undermybelt",
    "category": "vendor",
    "href": "https://github.com/Undermybelt/skill-free-deep-research",
    "sourceUrl": "https://github.com/Undermybelt/skill-free-deep-research",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "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,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:42:34.515Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "auth_modes",
    "label": "Auth modes",
    "value": "api_key",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:42:34.515Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "schema_refs",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "category": "artifact",
    "href": "https://github.com/Undermybelt/skill-free-deep-research#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:42:34.515Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

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,
    "metadata": {}
  }
]

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