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AI EngineeringPython

Scoping The Simplest Core

by prime-radiant-inc

Scoping The Simplest Core is an AI Engineering skill for Claude Code, published by prime-radiant-inc in iterative-development.

179 stars17 forkson prime-radiant-inc/iterative-developmentAdded 2026/09/07+1% in starsRepository updated 2026/06/06
ai-agentsautonomous-agentsclaude-codeclaude-code-pluginmethodology
Install in seconds
Install Scoping The Simplest Core
Copy Scoping The Simplest Core into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/prime-radiant-inc/iterative-development/tree/main/skills/scoping-the-simplest-core ~/.claude/skills/scoping-the-simplest-core

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/prime-radiant-inc/iterative-development.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/scoping-the-simplest-core/SKILL.md in prime-radiant-inc/iterative-development
Installs to
~/.claude/skills/scoping-the-simplest-core
Collection
One of 6 skills cataloged from this repository
Category
AI Engineering3475 skills

What Scoping The Simplest Core does

Scoping The Simplest Core turns extracted requirements into a roadmap with a walking-skeleton iteration and follow-on iterations. It is used to choose the first runnable journey scenario, split stories by dependency profile, and validate scope via review.

Scoping The Simplest Core is cataloged under AI Engineering on DirSkills. Scoping The Simplest Core comes from a repository tagged ai-agents, autonomous-agents, claude-code, claude-code-plugin and methodology.

Documentation

README

Scoping the Simplest Core

Overview

Reads the per-epic requirement files in docs/superpowers/iterations/requirements/ and docs/superpowers/iterations/behavior-scenarios.md, and produces docs/superpowers/iterations/roadmap.md: a walking-skeleton iteration (ITER-0000) plus ordered follow-on iterations. The walking skeleton must produce the first runnable journey scenario. Runs citation and scope review via PAR before committing the roadmap.

When to Use

Invoked by iterative-development during bootstrap after extracting-requirements.

Script Location

All scripts referenced below live in this skill's scripts/ directory, next to this SKILL.md file.

Scoping Process

1. Read the backlog

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Scoping The Simplest Core

  • What else does prime-radiant-inc publish alongside Scoping The Simplest Core?

    Scoping The Simplest Core is one of 6 skills that DirSkills catalogs from prime-radiant-inc/iterative-development, the repository it ships in. Its siblings there include Auditing Progress, Extracting Requirements and Implementing Tasks. Each one is a separate skill with its own page in this directory, installs the same way Scoping The Simplest Core does, and is maintained by prime-radiant-inc in that same repository. The rest of the collection is listed on the prime-radiant-inc/iterative-development page.

  • How does Scoping The Simplest Core compare to other AI Engineering skills?

    Scoping The Simplest Core ranks #3127 by stars among the 3475 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Scoping The Simplest Core against them. Open each page to compare what they document and how they install.

More from prime-radiant-inc/iterative-development

Scoping The Simplest Core is one of 6 skills cataloged on DirSkills from prime-radiant-inc/iterative-development.

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Auditing Progress

Auditing Progress checks evidence quality after an iteration using three tiers: current stories, impacted scenarios, and sentinel regressions. Use it when you need to verify that behavior proof is durable before moving to the next iteration.
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Extracting Requirements

Extracting Requirements reads human spec collateral and turns it into per-epic requirement files with proof obligations plus reusable behavior scenarios with stable IDs. Use it when bootstrapping or regenerating requirements for an iterative-development run.
Writing
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🛠️
2h ago

Implementing Tasks

Implementing Tasks executes an in-memory batch of TDD-sized tasks through an implementer subagent, then spec-compliance and code-quality review loops. Use it during a running iteration when tasks need to be completed one by one with per-task status reported back.
AI Engineering
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🔁
2h ago

Iterative Development

Iterative Development turns a large or ambiguous spec into a walking skeleton, then runs audited sprints that build behavior evidence for each externally visible requirement. Use it when you need a working, testable product at every iteration boundary.
AI Engineering
17917
🔁
2h ago

Running An Iteration

Running An Iteration executes the next pending roadmap iteration by reviewing scope, baselining sentinel scenarios, dispatching implementation and evidence tasks, and updating iteration artifacts. Use it in an iterative-development loop when advancing one iteration at a time.
AI Engineering
17917