Software-Engineer-AI-Agent-Atlas

Name: Software-Engineer-AI-Agent-Atlas Review
Item: Software-Engineer-AI-Agent-Atlas
Rating: 2.5
Author: Aaron Matthews

Skill Productivity Usable

ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clarify the essentials, capture it in HTML spec doc then let Claude Code's native plan/goal/workflow loop build. Fewer tokens, less ceremony, faster to what people pictured. KISS/YAGNI/DRY, context decides. No overengineering. Clean architecture that works.

Generate HTML specification documents from wireframes before handing off to Claude Code.
Clarify product requirements through structured prototypes to reduce token usage in coding.
Validate feature essentials with stakeholders using wireframes before development begins.

301 starsFreeQuick setup

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

Why it matters

Reduces token spend and iteration cycles by front-loading specification clarity before code generation, enabling teams to ship features faster with fewer AI round-trips and clearer intent.

Best for

Engineering teams using Claude Code who need faster prototyping with lower token costs and cleaner handoffs between design and implementation.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/syahiidkamil/Software-Engineer-AI-Agent-A...

By syahiidkamil

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 syahiidkamil/Software-Engineer-AI-Agent-Atlas

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

CostFree

Trust Signals Auto-scanned

Stars301Last updated2026-06-18Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-06-19 · scanner v1

Community Pulse Quiet

No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.

Reviewer notes

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

Scored from trust signals (evidence-eval-v1): 301 GitHub stars; contributors unknown; last commit 1d ago; license no license.

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

1/5

Versatility

4/5

Reliability

3/5

Security

3/5

Overall score2.55 / 5.00 UsableEvaluatedJun 2026

Scored from trust signals (evidence-eval-v1): 301 GitHub stars; contributors unknown; last commit 1d ago; license no license.

← Back to the Claude Observatory