Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Developer Tools
Smart Model Routing for Z.AI
Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding. FLASH (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1–2 sentence tasks, cron jobs. ESCALATE TO STANDARD: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO PLUS/32B: architecture decisions, complex debugging, multi-file refactoring, strategic planning, nuanced judgment, deep research, critical production decisions. Rule: If a human needs >30 seconds of focused thinking, escalate. If Standard struggles with complexity, go to Plus/32B. Save major API costs by starting cheap and escalating only when needed.
skill openclawclawhub Free
Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding. FLASH (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1–2 sentence tasks, cron jobs. ESCALATE TO STANDARD: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO PLUS/32B: architecture decisions, complex debugging, multi-file refactoring, strategic planning, nuanced judgment, deep research, critical production decisions. Rule: If a human needs >30 seconds of focused thinking, escalate. If Standard struggles with complexity, go to Plus/32B. Save major API costs by starting cheap and escalating only when needed.
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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
- PrincNL
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Smart Model Switching
Three-tier z.ai (GLM) routing: Flash → Standard → Plus / 32B Start with the cheapest model. Escalate only when needed. Designed to minimize API cost without sacrificing correctness.
The Golden Rule
If a human would need more than 30 seconds of focused thinking, escalate from Flash to Standard. If the task involves architecture, complex tradeoffs, or deep reasoning, escalate to Plus / 32B.
Model Reality (Relative)
TierExample ModelsPurposeFlashGLM-4.5-Flash, GLM-4.7-FlashFastest & cheapestStandardGLM-4.6, GLM-4.7Strong reasoning & codePlus / 32BGLM-4-Plus, GLM-4-32B-128KHeavy reasoning & architecture Bottom line: Wrong model selection wastes money OR time. Flash for simple, Standard for normal work, Plus/32B for complex decisions.
💚 FLASH — Default for Simple Tasks
Stay on Flash for: Factual Q&A — “what is X”, “who is Y”, “when did Z” Quick lookups — definitions, unit conversions, short translations Status checks — monitoring, file reads, session state Heartbeats — periodic checks, OK responses Memory & reminders Casual conversation — greetings, acknowledgments Simple file ops — read, list, basic writes One-liner tasks — anything answerable in 1–2 sentences Cron jobs (always Flash by default)
NEVER do these on Flash
❌ Write code longer than 10 lines ❌ Create comparison tables ❌ Write more than 3 paragraphs ❌ Do multi-step analysis ❌ Write reports or proposals
💛 STANDARD — Core Workhorse
Escalate to Standard for:
Code & Technical
Code generation — functions, scripts, features Debugging — normal bug investigation Code review — PRs, refactors Documentation — README, comments, guides
Analysis & Planning
Comparisons and evaluations Planning — roadmaps, task breakdowns Research synthesis Multi-step reasoning
Writing & Content
Long-form writing (>3 paragraphs) Summaries of long documents Structured output — tables, outlines Most real user conversations belong here.
❤️ PLUS / 32B — Complex Reasoning Only
Escalate to Plus / 32B for:
Architecture & Design
System and service architecture Database schema design Distributed or multi-tenant systems Major refactors across multiple files
Deep Analysis
Complex debugging (race conditions, subtle bugs) Security reviews Performance optimization strategy Root cause analysis
Strategic & Judgment-Based Work
Strategic planning Nuanced judgment and ambiguity Deep or multi-source research Critical production decisions
For Subagents
// Routine monitoring sessions_spawn(task="Check backup status", model="GLM-4.5-Flash") // Standard code work sessions_spawn(task="Build the REST API endpoint", model="GLM-4.7") // Architecture decisions sessions_spawn(task="Design the database schema for multi-tenancy", model="GLM-4-Plus") For Cron Jobs json Copy code { "payload": { "kind": "agentTurn", "model": "GLM-4.5-Flash" } } Always use Flash for cron unless the task genuinely needs reasoning. 📊 Quick Decision Tree pgsql Copy code Is it a greeting, lookup, status check, or 1–2 sentence answer? YES → FLASH NO ↓ Is it code, analysis, planning, writing, or multi-step? YES → STANDARD NO ↓ Is it architecture, deep reasoning, or a critical decision? YES → PLUS / 32B NO → Default to STANDARD, escalate if struggling 📋 Quick Reference Card less Copy code ┌─────────────────────────────────────────────────────────────┐ │ SMART MODEL SWITCHING │ │ Flash → Standard → Plus / 32B │ ├─────────────────────────────────────────────────────────────┤ │ 💚 FLASH (cheapest) │ │ • Greetings, status checks, quick lookups │ │ • Factual Q&A, reminders │ │ • Simple file ops, 1–2 sentence answers │ ├─────────────────────────────────────────────────────────────┤ │ 💛 STANDARD (workhorse) │ │ • Code > 10 lines, debugging │ │ • Analysis, comparisons, planning │ │ • Reports, long writing │ ├─────────────────────────────────────────────────────────────┤ │ ❤️ PLUS / 32B (complex) │ │ • Architecture decisions │ │ • Complex debugging, multi-file refactoring │ │ • Strategic planning, deep research │ ├─────────────────────────────────────────────────────────────┤ │ 💡 RULE: >30 sec human thinking → escalate │ │ 💰 START CHEAP → SCALE ONLY WHEN NEEDED │ └─────────────────────────────────────────────────────────────┘ Built for z.ai (GLM) setups.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md