Manual AI
当自动 AI API 调用失败时，通过人机协作完成任务。 支持 6 个核心 AI 平台：Gemini、Google AI、ChatGPT、豆包、千问、NotebookLM。 提供智能平台推荐、提示词优化、批量任务支持。 Skill: Manual AI Slug: manual-ai Owner: luhuiwang Summary: 当自动 AI API 调用失败时，通过人机协作完成任务。 支持 6 个核心 AI 平台：Gemini、Google AI、ChatGPT、豆包、千问、NotebookLM。 提供智能平台推荐、提示词优化、批量任务支持。 Stats: downloads=95, stars=0, installs=0, versions=1 Latest Version: 1.0.0
Rank
62
Safety
84
Updated
Apr 15, 2026
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
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.
Install and run
Setup complexity: low.
clawhub skill install s17cm863rkcbmtkmgn8xbqmd5d83hg7j:manual-ai- 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/clawhub-luhuiwang-manual-ai/snapshot"
Documentation
CLAWHUB
243 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": "Clawhub",
"href": "https://clawhub.ai/luhuiwang/manual-ai",
"sourceUrl": "https://clawhub.ai/luhuiwang/manual-ai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-luhuiwang-manual-ai/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-luhuiwang-manual-ai/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-luhuiwang-manual-ai/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-luhuiwang-manual-ai/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 10, 2026.