Requirement Convergence

Requirement Convergence is an AI Engineering skill for Claude Code, published by shinpr in ai-coding-project-boilerplate.

227 stars25 forkson shinpr/ai-coding-project-boilerplateAdded 2026/09/03Repository updated 2026/09/01

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agent-skillsagentic-aiagentic-workflowai-agentsanthropicboilerplateclaude-codecontext-engineeringdeveloper-toolsllm-orchestrationproductivityquality-gatestypescript

Install in seconds

Install Requirement Convergence

Copy Requirement Convergence 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/shinpr/ai-coding-project-boilerplate/tree/main/.claude/skills-en/requirement-convergence ~/.claude/skills/requirement-convergence

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/shinpr/ai-coding-project-boilerplate.git

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

In this catalog

Source file: .claude/skills-en/requirement-convergence/SKILL.md in shinpr/ai-coding-project-boilerplate
Installs to: ~/.claude/skills/requirement-convergence
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What Requirement Convergence does

Requirement Convergence separates the outcome a change must produce from the requirements proposed to reach it, records user exclusions, and bands cost from structure. Use it when a requirement enters a workflow before design begins.

Requirement Convergence is cataloged under AI Engineering on DirSkills. Requirement Convergence comes from a repository tagged agent-skills, agentic-ai, agentic-workflow, ai-agents and anthropic.

Documentation

README

Excerpt

Requirement Convergence

Purpose

Requirements arrive bloated, ambiguous, or aimed at the wrong outcome. A capable model reconciles all three into a coherent plan and builds it faithfully — delivering exactly what was asked for when what was asked for was wrong.

This skill converges what to build. How to build it, and which documents the change requires, are settled after the what is.

Convergence Fields

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

Frequently asked about Requirement Convergence

What else does shinpr publish alongside Requirement Convergence?
Requirement Convergence is one of 25 skills that DirSkills catalogs from shinpr/ai-coding-project-boilerplate, the repository it ships in. Its siblings there include Coding Standards, Coding Standards and Create Skill. Each one is a separate skill with its own page in this directory, installs the same way Requirement Convergence does, and is maintained by shinpr in that same repository. The rest of the collection is listed on the shinpr/ai-coding-project-boilerplate page.
How does Requirement Convergence compare to other AI Engineering skills?
Requirement Convergence ranks #2514 by stars among the 2793 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 Requirement Convergence against them. Open each page to compare what they document and how they install.