Code review / evaluation · 🧪 pain first

skAIxU Code Evaluator

Code review without a rubric becomes opinion, and generated code without proof becomes liability.

Founder note

Why Gray built this lane.

skAIxU Code Evaluator is the evaluation room for rubric-backed code checks, workflow proof, and seed materialization packs.

What it does

The practical operating layer.

01

Rubric-based evaluation

This is not a brochure bullet. In the 0S, skAIxU Code Evaluator has to connect the user action to a route, a session, a receipt, or a handoff so the work can be trusted later.

02

Workflow and browser proof posture

This is not a brochure bullet. In the 0S, skAIxU Code Evaluator has to connect the user action to a route, a session, a receipt, or a handoff so the work can be trusted later.

03

Seed materialization packs

This is not a brochure bullet. In the 0S, skAIxU Code Evaluator has to connect the user action to a route, a session, a receipt, or a handoff so the work can be trusted later.

04

Free99 mounted app lane

This is not a brochure bullet. In the 0S, skAIxU Code Evaluator has to connect the user action to a route, a session, a receipt, or a handoff so the work can be trusted later.

Competitor stack

How it stacks up without lying.

The comparison is category-level on purpose. Specialist tools are not bad; they are often excellent at the narrow job. The 0S argument is ownership, proof, shared auth, payment activation, and cross-lane context.

CodeClimate / Sonar Mature static analysis. skAIxU is a 0S evaluation workflow room.
Pull request reviews Necessary but manual. Evaluator structures the rubric.
AI review bots Fast but uneven. This lane ties review to proof.

Truth ledger

What we can say out loud.

✅ Runs as part of the 0S operating model, not as a loose side project.

✅ Uses the shared FS27/SkyGate/Free99 gate posture when mounted into the 0S.

✅ Needs proof receipts, owner visibility, and cost boundaries before it is sold as unlimited.

✅ Can be positioned strongly without pretending third-party primitives do not exist behind the scenes.

✅ Evaluation is not a substitute for ownership.

✅ Rubrics must be visible.

✅ Proof scans should be repeatable.

Proof and receipts

What backs the page.

🧾 0S app registry

skAIxU Code Evaluator is marketed as part of a receipt-driven system. The proof may be a live route, a worker test, a browser proof, a stress run, or a platform truth file.

🧾 Free99 platform intake

skAIxU Code Evaluator is marketed as part of a receipt-driven system. The proof may be a live route, a worker test, a browser proof, a stress run, or a platform truth file.

🧾 Evaluation workflow surfaces

skAIxU Code Evaluator is marketed as part of a receipt-driven system. The proof may be a live route, a worker test, a browser proof, a stress run, or a platform truth file.

🧾 Shared gate boundary

skAIxU Code Evaluator is marketed as part of a receipt-driven system. The proof may be a live route, a worker test, a browser proof, a stress run, or a platform truth file.