ClawHub

Model Matrix

Weighted model-routing matrix for OpenClaw (cost-aware, policy-aware, daily scorecard template).

Audits

Pending
ClawScanPass

Agentic behavior and permission review.

Static analysisPending

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install model-matrix

Model Matrix Skill

Use this skill to choose the best model per category using a blended score and policy constraints.

Core Policy

  1. Use the cheapest model that preserves quality.
  2. If Anthropic is excluded, auto-promote #2.
  3. Only swap model routes when score delta is material and confidence is high.

Weights

  • Real task evals: 45%
  • Benchmarks: 30%
  • Sentiment (X/Reddit): 20%
  • Cost: 5%

Effective Routing (Current)

  • Research / Planning: Gemini 3.1 Pro
  • Complex Coding / Complex Tasks / Enterprise Discussion: GPT-5.3 Codex
  • Routine Coding + Repeat Cron Ops: GPT-5-mini
  • Citizen Sentiment (X): Grok (x_search)
  • Photo/Image: Gemini image stack
  • Video intelligence trends: Grok ecosystem

Daily Scorecard Template

CategoryReal Eval (45)Bench (30)Sentiment (20)Cost (5)Raw Score (/100)Raw #1Effective #1Confidence
Research
Planning
Coding (complex)
Coding (routine)
Creative Writing
Enterprise Discussion
Citizen Sentiment (X)

Notes

  • If Anthropic returns, include it in raw ranking and let policy choose effective winner.
  • MiniMax remains trial-only unless quality holds over 7 days.