{"id":"e8e079de-1b5a-46a5-8b94-dd4ace29c4b6","entityType":"agent","slug":"undermybelt-skill-free-deep-research","name":"skill-free-deep-research","canonicalUrl":"https://www.xpersona.co/agent/undermybelt-skill-free-deep-research","canonicalPath":"/agent/undermybelt-skill-free-deep-research","generatedAt":"2026-10-09T20:43:13.198Z","source":"GITHUB_OPENCLEW","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"description":"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 +","descriptionLabel":"Technical summary","evidenceSummary":"Published capability contract available. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"git clone https://github.com/Undermybelt/skill-free-deep-research.git","sourceUrl":"https://github.com/Undermybelt/skill-free-deep-research","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/Undermybelt/skill-free-deep-research","kind":"source"}],"safetyScore":94,"overallRank":29.7,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"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"},"coverage":{"evidence":{"source":"capability-contract + public-profile","verified":true,"confidence":"high","updatedAt":"2026-02-24T19:42:34.515Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"No source adoption metrics were available."},"stars":0,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-15T02:13:17.467Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T05:21:22.124Z","lastCrawledAt":"2026-04-15T02:13:17.467Z","lastIndexedAt":null,"nextCrawlAt":"2026-04-16T02:13:17.467Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"capability-contract","verified":true,"confidence":"high","updatedAt":"2026-02-24T19:42:34.515Z","emptyReason":null},"installCommand":"git clone https://github.com/Undermybelt/skill-free-deep-research.git","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","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":{"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":19616438},"invocationGuide":{"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":"2026-10-09T20:43:13.198Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/undermybelt-skill-free-deep-research/dossier","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"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":[],"safeUseWhen":["Contract is available with explicit auth and schema references.","Trust confidence is not low and verification freshness is acceptable."],"riskFlags":["trust_data_unavailable"],"operationalConfidence":"medium"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"readme":"# Free Deep Research Skill\n\n> 研究自动化 + 智能编排 + 跨平台执行\n\n## 功能\n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。\n\n基于 usemanusai/free-deep-research 的模式构建。\n\n## 使用场景\n- 深度研究项目（竞品分析、技术调研）\n- 信息聚合（周报、月报自动生成）\n- 跨平台数据收集（GitHub + Twitter + Web）\n- 学习笔记自动化（论文、博客摘要）\n\n## 核心模式\n**研究流水线 (Research Pipeline)**\n1. **规划**: AI 生成研究计划（问题 → 子任务）\n2. **执行**: 并行执行搜索、浏览、提取\n3. **验证**: 交叉验证信息源\n4. **合成**: 生成最终报告（Markdown/PDF）\n\n**容错设计**：\n- 单步失败 → 重试 ×3 → 降级方案\n- Token 限制 → 流式处理 + 分块\n- 网络错误 → exponential backoff\n\n## 命令\n```\n/research start --topic \"AI agent orchestration frameworks\" --depth comprehensive\n/research status <taskId>\n/research stop <taskId>\n/research list --status running|completed|failed\n```\n\n## 输出\n- 研究完成 → 生成 `research/research-2026-02-11-<topic>-<id>.md`\n- 包含：摘要、关键发现、来源链接、置信度评估\n- 可选：导出 PDF、上传到 Notion/Obsidian\n\n## 配置\n```yaml\nresearch:\n  depth: medium  # quick|medium|comprehensive\n  sources:\n    - web_search: true\n    - github: true\n    - twitter: false  # 需 playwriter\n    - arxiv: true\n\norchestration:\n  parallel: 4     # 并行任务数\n  timeout: 10m    # 总超时\n  retry: 3        # 重试次数\n\noutput:\n  format: markdown\n  auto_upload: false\n  destinations:\n    - obsidian\n    - notion\n```\n\n---\n*Skill: free-deep-research*\n*Created: 2026-02-11 12:00*\n*Inspired by usemanusai/free-deep-research*\n*Priority: P0 - 研究自动化核心平台*\n","readmeExcerpt":"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 +","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"/research start --topic \"AI agent orchestration frameworks\" --depth comprehensive\n/research status <taskId>\n/research stop <taskId>\n/research list --status running|completed|failed"},{"language":"yaml","snippet":"research:\n  depth: medium  # quick|medium|comprehensive\n  sources:\n    - web_search: true\n    - github: true\n    - twitter: false  # 需 playwriter\n    - arxiv: true\n\norchestration:\n  parallel: 4     # 并行任务数\n  timeout: 10m    # 总超时\n  retry: 3        # 重试次数\n\noutput:\n  format: markdown\n  auto_upload: false\n  destinations:\n    - obsidian\n    - notion"}],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"GITHUB OPENCLEW","editorialOverview":"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 +","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":347,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T20:43:13.198Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"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!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"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","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_openclew","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}