smart-model-routing-for-zaiAuto-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.
Install via ClawdBot CLI:
clawdbot install PrincNL/smart-model-routing-for-zaiGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Handles initial customer inquiries like order status, FAQs, and simple troubleshooting using Flash for quick responses. Escalates to Standard for detailed issue analysis or generating step-by-step guides, and to Plus/32B for complex complaint resolution requiring nuanced judgment.
Uses Flash for code lookups and basic syntax help, Standard for writing functions and debugging typical bugs, and Plus/32B for designing system architecture or refactoring large codebases across multiple files.
Employs Flash for generating short social media posts or fact-checking, Standard for drafting blog articles and creating comparison tables, and Plus/32B for strategic content planning and deep research on trending topics.
Leverages Flash for quick status checks on patient data or simple reminders, Standard for synthesizing research reports and analyzing trends, and Plus/32B for critical decisions on treatment plans or optimizing hospital workflows.
Uses Flash for basic market lookups and greetings, Standard for generating investment reports and planning portfolios, and Plus/32B for complex risk assessment and strategic financial decisions requiring deep reasoning.
Offers tiered pricing based on model usage, with Flash included in basic plans, Standard in premium plans, and Plus/32B as an add-on for enterprises needing high-complexity tasks, generating recurring revenue.
Charges users per API call with different rates for Flash, Standard, and Plus/32B models, encouraging cost-effective usage by starting cheap and scaling only when necessary, ideal for developers and startups.
Provides custom packages for large organizations, bundling all model tiers with dedicated support and integration services, focusing on industries like finance or healthcare where complex reasoning is critical.
💬 Integration Tip
Start by integrating Flash for simple tasks like status checks, then gradually add Standard and Plus/32B based on user feedback and performance needs to optimize costs.
Scored May 30, 2026
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