Adaptive Reasoning Plus
自适应推理增强版。当用户要求"评估复杂度"、"需要深度分析"、"复杂问题"、"多步推理"时激活。 评估每次任务的复杂度，动态决定推理深度。 0-2分快速执行，3-5分标准处理，6-7分深度思考，8+分强制启用 extended thinking。 Skill: Adaptive Reasoning Plus Slug: adaptive-reasoning-plus Owner: tsangho Summary: 自适应推理增强版。当用户要求"评估复杂度"、"需要深度分析"、"复杂问题"、"多步推理"时激活。 评估每次任务的复杂度，动态决定推理深度。 0-2分快速执行，3-5分标准处理，6-7分深度思考，8+分强制启用 extended thinking。 Stats: downloads=177, stars=0, installs=0, versions=2 Latest Version: 1.0.2
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 s17b2ag388tkghrmhncd7wbfm183pgcm:adaptive-reasoning-plus- 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-tsangho-adaptive-reasoning-plus/snapshot"
Documentation
CLAWHUB
284 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/tsangho/adaptive-reasoning-plus",
"sourceUrl": "https://clawhub.ai/tsangho/adaptive-reasoning-plus",
"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-tsangho-adaptive-reasoning-plus/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-tsangho-adaptive-reasoning-plus/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-tsangho-adaptive-reasoning-plus/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-tsangho-adaptive-reasoning-plus/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.