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CLAUDE.md

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CLAUDE.md

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Agent Identity

At session start, if you see [Chitin] No agent identity set, ask the user:

  1. Role: developer / reviewer / ops / security / planner
  2. Driver: human / claude-code / copilot / ci

Then run: scripts/write-persona.sh <driver> <role>

Project

LLMint is the token economics middleware for the Chitin platform. It tracks LLM costs, enforces budget rules, and enables model cascading (Haiku → Sonnet → Opus).

Module: github.com/chitinhq/llmint Languages: Go + Python Version: v0.1.0 (semver enforced)

Key Directories

  • cmd/llmint/ — binary entrypoint
  • internal/tracker/ — cost tracking per request/session
  • internal/budget/ — budget rules and enforcement (cost impact, careful)
  • internal/cascade/ — model cascading logic
  • llmint/ — Python package for analytics

Build

go build ./...
go test ./...
golangci-lint run
python -m pytest tests/

Assembly Line

LLMint is imported by Octi Pulpo for dispatch budget gating. Every agent task has a cost budget in its work contract — LLMint enforces it.