tscg-tool-schema-optimization

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Optimize tool/schema definitions for LLM agent deployments using TSCG principles. Converts JSON tool schemas into token-efficient structured text formats that small models (4B-14B parameters) can reliably interpret. Use when: (1) agent tool-use accuracy drops with many tools (>10), (2) deploying small/medium LLMs as agents, (3) optimizing MCP tool schemas for token efficiency, (4) diagnosing tool-use failures in production agent systems, (5) designing tool schemas for agentic LLM deployments. Based on arXiv:2605.04107 (TSCG paper).

By hiyenwong schedule Updated 6/4/2026

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npx skills add https://github.com/hiyenwong/ai_collection --skill tscg-tool-schema-optimization

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