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llm-tool-use

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Revenue-intelligence system for industrial distribution: scores account-churn risk and runs a guarded Claude agent (Cue) whose tools are tiered into read / internal / approval, so destructive actions route through a human-in-the-loop queue. The model proposes; a person decides. Public, sanitized version on a synthetic tenant.

  • Updated Jun 25, 2026
  • TypeScript

File-watcher daemon that turns messy markdown meeting notes into clean, well-structured Linear issues. Anthropic forced tool use with a Pydantic-mirrored schema, idempotent batches via sidecar markers, and an eval harness with a no-op chitchat fixture as the hallucination regression catch. Built with the gstack workflow for Kalpi.

  • Updated Apr 27, 2026
  • Python

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