ClawHub

Smart Model Routing for Z.AI

v1.0.0

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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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Purpose & Capability
The name and description (auto-route to the cheapest working GLM model) match the SKILL.md guidance. However, the skill is purely an instruction document — it contains rules and example session_spawn calls but no code, no integration, and no credentials. That means it cannot itself contact z.ai or enforce routing; it only tells an agent how to decide which model to pick. This is coherent but important to understand.
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Instruction Scope
SKILL.md confines itself to classification and escalation rules for model selection and includes example usage (sessions_spawn). It does not instruct reading unrelated files, sending data to external endpoints, or harvesting secrets. The guidance assumes the agent/platform provides a sessions_spawn capability.
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Install Mechanism
No install spec and no code files are present. This minimizes disk writes and third-party installs; lower risk and consistent with an instruction-only policy.
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Credentials
No environment variables, credentials, or config paths are requested. That is proportionate to an instruction-only routing policy.
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Persistence & Privilege
Skill does not request always:true, does not modify other skills, and keeps no persistent privileges. Autonomous invocation is allowed by platform default but the skill itself doesn't demand elevated presence or cross-skill access.
Assessment
This skill is a policy document (routing heuristics) rather than an integration: it won't call z.ai or incur costs on its own and it doesn't ask for any secrets. Before relying on it, confirm your agent platform actually supports and enforces model selection (sessions_spawn or equivalent) and respects these rules. Test the escalation rules with non-critical tasks to ensure they don't cause excessive upscaling (and cost). If you intend automatic spawning of z.ai models, you'll need appropriate platform wiring and credentials elsewhere — the skill itself does not provide or request them. Finally, monitor logs and set budget/timeout guards so repeated automatic escalation or retries can't run up unexpected API charges.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

Runtime requirements

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