model-detection
Universal model detection and capability assessment for optimal cross-model compatibility
npx skills add majiayu000/claude-skill-registry --skill model-detection-bejranonda-llm-autonomous-agent --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
## Overview This skill provides universal model detection and capability assessment to optimize the Autonomous Agent Plugin across different LLM models (Claude Sonnet, Claude 4.5, GLM-4.6, etc.). ## Model Detection Algorithm ### Primary Detection Methods 1. **System Context Analysis**: ```javascript // Check for model indicators in system context const modelIndicators = { 'claude-sonnet-4.5': { pattern: /sonnet.*4\.5|4\.5.*sonnet/i, confidence: 0.9 }, 'claude-haiku-4.5': { pattern: /haiku.*4\.5|4\.5.*haiku/i, confidence: 0.9 }, 'claude-opus-4.1': { pattern: /opus.*4\.1|4\.1.*opus/i, confidence: 0.9 }, 'glm-4.6': { pattern: /glm|4\.6/i, confidence: 0.9 }, 'claude-haiku': { pattern: /haiku(?!\.*4\.5)/i, confidence: 0.8 } } ``` 2. **Performance Pattern Recognition**: ```javascript // Analyze execution patterns to identify model const performanceSignatures = { 'claude-sonnet-4.5': { reasoning: 'nuanced', speed: 'fast', adaptability: 'high' }, 'claude-haiku-4.5': { reasoning: 'focused', speed: 'very_fast', adaptability: 'high' }, 'claude-opus-4.1': { reasoning: 'enhanced', speed: 'very_fast', adaptability: 'very_high' }, 'glm-4.6': { reasoning: 'structured', speed: 'moderate', adaptabil
- Overview
- Model Detection Algorithm
- Primary Detection Methods
- Model-Specific Configurations
- Claude Sonnet 4.5 Configuration
- Claude Haiku 4.5 Configuration
- Claude Opus 4.1 Configuration
- GLM-4.6 Configuration
- Adaptive Execution Strategies
- Skill Loading Adaptation
- Communication Style Adaptation
- Error Recovery Adaptation
- Capability Testing Functions
- Nuanced Reasoning Test
What does the model-detection skill do?
Universal model detection and capability assessment for optimal cross-model compatibility
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill model-detection-bejranonda-llm-autonomous-agent --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.