Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Communication & Collaboration
Adaptive Reasoning
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
skill openclawclawhub Free
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
⬇ 0 downloads ★ 0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- enzoricciulli
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Adaptive Reasoning
Self-assess complexity before responding. Adjust reasoning level dynamically.
Quick Assessment (run mentally on every request)
Score the request 0-10 on these dimensions: SignalWeightExamplesMulti-step logic+3Planning, proofs, debugging chainsAmbiguity+2Nuanced questions, trade-offs, "it depends"Code architecture+2System design, refactoring, security reviewMath/formal reasoning+2Calculations, algorithms, logic puzzlesNovel problem+1No clear pattern, requires creativityHigh stakes+1Production changes, irreversible actions Subtract: Routine/repetitive task: -2 Clear single answer: -2 Simple lookup/fetch: -3
Decision Thresholds
ScoreAction≤2Stay fast. No reasoning needed.3-5Standard response. Light internal deliberation.6-7Consider /reasoning on or pause to think explicitly.≥8Activate extended thinking. Complex problem warrants it.
Activation (Automatic)
Do not ask. Just activate. ScoreAction≤5Respond normally. No change.6-7Enable reasoning silently. Add 🧠 at end of response.≥8Enable reasoning. Add 🧠🔥 at end of response.
Visual Indicator
Always append the reasoning icon at the very end of your response: Score 6-7: 🧠 (thinking mode active) Score ≥8: 🧠🔥 (deep thinking mode) Score ≤5: No icon (fast mode)
How to Activate
Use session_status tool or /reasoning on command internally before responding: /reasoning on Or via tool: {"action": "session_status", "reasoning": "on"} After completing a complex task, optionally disable to save tokens on follow-ups: /reasoning off
Examples
Low complexity (score: 1) "What time is it in Tokyo?" → Simple lookup. Answer immediately. No icon. Medium complexity (score: 4) "Refactor this function to be more readable" → Standard response with brief explanation. No icon. High complexity (score: 7) "Design a caching strategy for this API with these constraints..." → Enable reasoning. Thoughtful response ends with: 🧠 Very high complexity (score: 9) "Debug why this distributed system has race conditions under load" → Enable extended thinking. Deep analysis ends with: 🧠🔥
Integration
This skill runs as mental preprocessing. No external tools needed. For explicit control: /reasoning on — Enable extended thinking /reasoning off — Disable (faster responses) /status — Check current reasoning state
When NOT to Escalate
User explicitly wants quick answer ("just tell me", "quick", "tldr") Time-sensitive requests where speed matters more than depth Conversational/social messages (banter, greetings) Already in reasoning mode for this session User previously disabled reasoning in this conversation
Auto-Downgrade
After completing a complex task (score ≥6), if the next message is simple (score ≤3): Silently disable reasoning to save tokens Resume normal fast responses
Category context
Messaging, meetings, inboxes, CRM, and teammate communication surfaces.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md