mini-ork

Name: mini-ork Review
Item: mini-ork
Rating: 2.8
Author: Aaron Matthews

Skill Infrastructure Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces risk of deploying unvalidated AI-generated patches by automating bug reproduction and invariant testing, ensuring fixes actually resolve issues rathe…

Prove an AI-written fix actually fixes the bug. mini-ork certify reproduces the bug against your repo's own code, attacks the patch with generated invariants in a Docker sandbox, and returns PROVEN / REFUTED / UNVERIFIED with a JSON certificate. Part of a verifier-gated, multi-model agent runtime.

Ask Claude to verify AI-generated bug fixes work before merging to production code
Generate test invariants and sandbox attacks to validate patch effectiveness automatically
Automate proof-of-fix certification with reproducible Docker environments for code reviews

32 starsApache-2.0 (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 risk of deploying unvalidated AI-generated patches by automating bug reproduction and invariant testing, ensuring fixes actually resolve issues rather than introducing new failure modes.

Best for

DevOps teams and engineering leads integrating AI-assisted code fixes into CI/CD pipelines requiring proof-based deployment gates.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/SourceShift/mini-ork

By SourceShift

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 SourceShift/mini-ork

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:

Verify AI-generated bug fixes work before merging to production code

CostFree

Trust Signals Auto-scanned

Stars32Contributors7Last updated2026-10-26LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-10-26 · scanner v1

Community Pulse Growing

Discussed on Hacker News

Student Builds Daphne Oram’s Unfinished ‘Mini-Oramics’ — Hacker News · 66 pts
Ask HN: Who is still thrilled with their M1 Mac (Mini or otherwise) — Hacker News · 16 pts
Cells have more mini 'organs' than researchers thought — Hacker News · 10 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): 29 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

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

2/5

Reliability

3/5

Security

3/5

Overall score2.75 / 5.00 UsableEvaluatedOct 2026

Scored from trust signals (evidence-eval-v1): 29 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

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