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Moonshot · Kimi

ChooChoo for Kimi.

Long-context reasoning. Grounded in your repo.

Moonshot's Kimi excels at long-context reasoning. ChooChoo gives it a compiled KIMI.md so that long context is your actual standards, ADRs, and boundaries, not a generic summary.

Configuration

ChooChoo writes Kimi's project context.

Kimi works best when its context window starts with structured project facts. ChooChoo generates KIMI.md from your linting config, key files, and ADRs so every conversation starts from the right baseline.

  • KIMI.md with stack, standards, and architecture decisions
  • What to avoid: explicit anti-patterns from your real linting rules
  • Auto-updated when your stack or standards change
# KIMI.md
# Generated by ChooChoo. Do not edit by hand.

## Project: payments-api
Language:   Python 3.12
Framework:  FastAPI 0.110
Database:   PostgreSQL 15 via SQLAlchemy 2.0

## Standards
- Type-annotate every public function (strict mypy)
- Pydantic for inputs/outputs at the API boundary
- Ruff format (line-length = 100), Ruff check passing
- Tests for every business-logic path (≥ 85% cov)

## Avoid
- Raw SQL strings; use SQLAlchemy ORM
- print() in production code; use logger
- Logging PII, payment tokens, or auth secrets

## Architecture Decisions
ADR-001  RS256 JWT for auth
ADR-007  /v1/, /v2/ URL versioning

Why use ChooChoo with Kimi?

Long context is only useful when it's the right context. ChooChoo writes the right one.

Consistent Output

Generated code follows your linting rules from the start, reducing cleanup work before code review.

Fewer Iterations

The AI understands your standards upfront, producing acceptable code faster and with less back-and-forth.

Team Alignment

Everyone's AI assistant generates code that matches your team's style guide, automatically.

Zero Configuration

Get started instantly with sensible defaults that work out of the box for most projects.

Type-Safe Code

Strict linting rules catch potential bugs and enforce type safety before they reach review.

AI-Ready Rules

Purpose-built rules that AI models understand and follow consistently, session after session.

Ready to ground Kimi in your codebase?

Compile KIMI.md from your real standards and watch reasoning quality jump from the first prompt.