autocode

Name: autocode Review
Item: autocode
Rating: 3.2
Author: Aaron Matthews

Skill Infrastructure Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces time between specification and deployed code by automating scaffolding and boilerplate generation.

A pack of 46 Claude Code skills built on the I-Lang v3.0 specification language, intended to take a project from natural-language spec to deployed code in one session. Free to use.

Generate Kubernetes manifests and deployment configs from natural language descriptions
Scaffold microservice boilerplate with CI/CD pipelines in one pass
Auto-generate infrastructure code for multi-environment deployments

85 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

Reduces time between specification and deployed code by automating scaffolding and boilerplate generation. Cuts iteration cycles for infrastructure-as-code and service deployment.

Best for

DevOps teams and platform engineers who need rapid prototyping of infrastructure components and microservices without manual setup overhead.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/ilang-ai/autocode

By ilang-ai

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 ilang-ai/autocode

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

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Help me generate Kubernetes manifests and deployment configs from natural language descriptions

CostFree

Trust Signals Auto-scanned

Stars85Contributors7Last updated2026-07-03LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-17 · scanner v1

Community Pulse Active

Discussed on Hacker News, Reddit

Tony Brooker, creator of Mark 1 Autocode, has died — Hacker News · 433 pts
Autocode is coming to OpenAI — Reddit · 310 pts
How to Use Google Sheets as a Database (Responsibly) With Node.js and Autocode — Reddit · 269 pts

3 mentions across 2 sources

Reviewer notes

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

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 85 GitHub stars; 7 contributors; last commit 46d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

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

4/5

Security

3/5

Overall score3.25 / 5.00 UsableEvaluatedAug 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 85 GitHub stars; 7 contributors; last commit 46d ago; license MIT.

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