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High-reasoning Claude Code orchestration skill with guarded PLAN-BUILD-JUDGE contracts and optional Cursor headless acceleration

4 starsTypeScript

Claude-relais – A plan/build/judge loop mixing Claude with Cursor

by crog·Feb 15, 2026·1 point·0 comments

AI Analysis

●●SolidBig BrainNiche GemShip It
The Take

Splitting thinking and typing by having Claude plan and judge while Cursor 'types' is a neat, pragmatic trade-off — you keep expensive reasoning where it matters and push bulk work to cheap, fast agents. The repo actually enforces safety: destructive command gates, scoped file access, install and preflight scripts, and a PLAN→BUILD→JUDGE contract rather than a toy demo. The downside is obvious: it's niche (requires Claude + Cursor CLIs and accounts) and adds orchestration complexity compared with single-model flows.

Target Audience

Developers who use AI-assisted coding (solo devs, engineering teams) looking to reduce model costs and add structured orchestration and safety

Post Description

I built claude-relais to stop throwing expensive reasoning models at every line of code (I can't spend 500$/month on AI subs).

The idea: Claude acts as orchestrator: it plans tasks, breaks them into bounded units, and judges the output. Cursor agents (basic plan, almost unlimited and super fast) handle the actual code generation, which doesn't need frontier-level reasoning.

A guarded loop (PLAN -> BUILD -> JUDGE) enforces safety constraints between steps (no destructive ops, scoped file access, bounded iterations).

In practice, this brings my AI-assisted coding cost to ~$40/month while keeping the quality of having a strong model in the loop for architecture and review decisions.

The core tradeoff: you give up the simplicity of one model doing everything, but you gain cost control and a natural separation between "thinking" and "typing."

Repo: https://github.com/clementrog/claude-relais

Would love feedback on the orchestration approach, especially if others have tried similar multi-model setups and hit failure modes I haven't seen yet.

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Niche GemWizardry
chadbyte
113mo ago