Normalizes AnyModel proxy traffic and sanitizes tool schemas for client compatibility.
npx skills add https://github.com/anton-abyzov/anymodel --skill anymodel
Please help me install this Agent Skill. Skill: anymodel Source: https://github.com/anton-abyzov/anymodel/tree/main/.claude/skills/anymodel Command: npx skills add https://github.com/anton-abyzov/anymodel --skill anymodel
AnyModel development requires taming Claude Code traffic, sanitizing tool schemas, and keeping proxy, CLI, and deployment workflows aligned across providers and the website. This Skill documents the architectural rules, branding expectations, environment variables, and release pipeline so every contributor can work confidently on the full AnyModel lifecycle.
sanitizeBody() strips Anthropic-only fields, clamps max_tokens, fixes tool schemas, normalizes tool_choice data, and retries without tools when needed.Launch the AnyModel proxy with your chosen provider and connect the client so requests flow through the sanitized AnyModel routing logic.
High-intent search queries and answers about installing and using this skill.
To normalize Claude Code traffic through a proxy, the system applies a sanitization function that strips Anthropic-only fields, clamps max_tokens, and fixes tool schemas. This ensures every provider request remains compatible with the client's expectations.
Proxy sanitization fixes incompatible tool schemas by normalizing tool_choice data and retrying requests without tools when necessary. This process strips Anthropic-only fields and clamps max_tokens to ensure full client compatibility.
Provider routing directs requests to OpenRouter, Ollama, or OpenAI based on a defined client lookup order and environment variables. This routing logic maintains consistent branding and standardized request formatting across all supported providers.
Yes, the proxy workflow supports the full deployment pipeline including npm publishing, website deployment, and syncing the bundled client. It also covers preset updates, test requirements, and logging conventions for safe releases.
The best way to add a new provider is to follow the prescribed preset management and deployment pipeline, which includes updating npm deployments, syncing the bundled client, and meeting all test requirements to ensure safe integration.
Client requests fail when routing through a proxy if tool schemas are incompatible or Anthropic-only fields are not stripped. The sanitization process fixes tool_choice data, clamps max_tokens, and retries without tools to resolve these errors.
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