Plan Execute Verify Claude Code


NeuroStack Architect

**A cognitive orchestration platform that choreographs AI model pipelines through recursive verification layers — the next evolution of Plan-Execute-Verify thinking, repurposed for distributed agent swarms.**

   

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🧠 Overview

Imagine a blueprint that doesn't just sit on paper — it breathes. NeuroStack Architect is a **self-validating orchestration harness** designed for developers who build with large language models at scale. Inspired by the Plan-Execute-Verify paradigm, this repository reimagines the three-phase pipeline as a **living architecture** where every plan is questioned, every execution is observed, and every verification seeds the next iteration.

Think of it as a **conductor for AI symphonies** — where each instrument (agent, model, or tool) plays its part, but the conductor listens, corrects, and rewrites the score in real time.

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🔍 What Makes This Distinct?

Unlike traditional coding harnesses that treat verification as a final gate, NeuroStack Architect embeds **hook-driven verification** at every decision node. The harness doesn't just check output — it audits the *intent*, *process*, and *result* across three distinct cognitive layers:

Layer	Role	Metaphor
Plan	Strategic decomposition of tasks into verifiable units	The cartographer drawing maps that must survive the terrain
Execute	Controlled execution with state snapshots at each step	The clockmaker assembling gears under a magnifying glass
Verify	Re