official-doc-insight
A multi-agent pipeline built with CrewAI that deconstructs official documents—discourse analysis, sentiment profiling, and subtext mining—and produces decision-ready Markdown insight reports. 基于 CrewAI 的多智能体流水线，对官方发文做话语拆解、情绪画像、潜台词挖掘，并输出可支撑决策的 Markdown 洞察报告。 官方发文深度解读系统 / Official Document Insight Crew $1 | $1 --- 中文 基于 $1 的多智能体流水线，对官方发文做话语拆解、情绪画像、潜台词挖掘，并输出可支撑决策的 Markdown 洞察报告。 架构 **4 Agents + 4 Sequential Tasks**（顺序执行，后序任务可引用前序结果）： | Agent | 职责 | | --- | --- | | 话语体系解码专家 | 拆解高频词、新增/罕见表述、缺席惯用语、弹性措辞 | | 情绪与风向感知专家 | 整体基调 + 五维度评分 + 对各主体态度 | | 战略情报挖掘分析师 | 推断未明说事实，强制附原文依据与置信度 | | 决策参考报告主笔 | 整合前三步，输出分级结论与后续观察建议 | 设计原则： - 专家优于通才（Specialists over Generalists） - 单一目标任务（Single Purp
Rank
21
Safety
66
Stars
1
Updated
Oct 9, 2026
Source
GITHUB REPOS
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Sketchrrrvendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Adoption signal
- 1 GitHub starsadoption · observed Oct 9, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
- 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: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-sketchrrr-official-doc-insight/snapshot"
Documentation
GITHUB REPOS
4,481 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Sketchrrr",
"href": "https://github.com/sketchrrr/official-doc-insight",
"sourceUrl": "https://github.com/sketchrrr/official-doc-insight",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T17:06:05.301Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-sketchrrr-official-doc-insight/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sketchrrr-official-doc-insight/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T17:06:05.301Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/sketchrrr/official-doc-insight",
"sourceUrl": "https://github.com/sketchrrr/official-doc-insight",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T17:06:05.301Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-sketchrrr-official-doc-insight/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sketchrrr-official-doc-insight/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": [
{
"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
}
]
}Record generated Oct 9, 2026.