disciplined-agentic-engineering

Name: disciplined-agentic-engineering Review
Item: disciplined-agentic-engineering
Rating: 3.0
Author: Aaron Matthews

Skill Development Usable

Usable Scanned — metadata only

Structures agentic code generation around acceptance tests before implementation, reducing rework cycles and ensuring deliverables meet requirements before e…

Acceptance Test Driven Development for Claude Code — inspired by Uncle Bob's approach from empire-2025

Generate acceptance tests before writing production code to clarify requirements
Automate verification that Claude-written code meets business acceptance criteria
Define test scenarios upfront to guide AI code generation toward correct behavior

98 starsMIT (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Structures agentic code generation around acceptance tests before implementation, reducing rework cycles and ensuring deliverables meet requirements before engineering effort is invested.

Best for

Development teams using Claude for code generation who need predictable, requirement-driven outputs with measurable acceptance criteria.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/swingerman/disciplined-agentic-engineerin...

By swingerman

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install swingerman/disciplined-agentic-engineering

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Auto-scanned

Stars98Last updated2026-05-21LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-05-22 · scanner v1

⚠ Data last scanned 2026-05-22 (42 days ago) — may not reflect the tool's current state.

Community Pulse Growing

Discussed on Reddit

I built a strict engineering discipline extension for the pi coding agent — Reddit · 8 pts
Why AI coding agents spiral — and how I fixed it with engineering discipline — Reddit · 1 pts
Adapting Big Tech Development disciplines with Draft - Agentic Engineering Disci — Reddit · 1 pts

3 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 98 GitHub stars; contributors unknown; last commit 1d ago; license MIT.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score3.00 / 5.00 UsableEvaluatedMay 2026

Scored from trust signals (evidence-eval-v1): 98 GitHub stars; contributors unknown; last commit 1d ago; license MIT.

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