PROJECT / 09 · AI verification / developer tooling

Yashkhou Verify

Yashkhou Verify is a model-agnostic verification suite for checking AI work with deterministic evidence rather than trusting the system that produced it.

Concept artwork for Yashkhou Verify
ARTIFACTREPOACTION
WHY THIS NEEDED TO EXIST

AI can generate files, code and actions quickly, but a claimed success is not the same as a verified outcome. The proof layer needs to stay independent from the model that created the work.

HOW I BUILT AROUND IT
01

Split verification into three independent tools for artifacts, repositories and actions.

02

Prefer deterministic assertions, executable tests and source evidence before probabilistic judgement.

03

Emit machine-readable evidence and non-zero exits so verification can gate larger workflows.

04

Treat irreversible actions differently from reversible ones and preserve rollback or compensation paths where possible.

CAPABILITIES

What it does,
without the theatre.

01Artifact checks for XLSX, PPTX, DOCX and PDF02Repository acceptance gates03SHA-256-addressed evidence04Approval and idempotency primitives05Rollback and compensation flows06Hash-chained local action journal07CLI and CI-friendly failure signals08Independent npm packages
ARCHITECTURE

What the system is meant to preserve.

  1. 01The verifier should not need to trust the generator
  2. 02Deterministic checks before model judgement
  3. 03Evidence should survive outside the chat that created it
  4. 04Recovery paths are part of safe execution
USEFUL ANSWERS
Is Verify one monolithic tool?+

No. The repository contains three independent tools: Artifact Verify, Repo Verify and Action Guard.

Does verification guarantee correctness?+

No. It is verification infrastructure, focused on explicit structural, content, code and action checks that can be measured.

Can it gate automated workflows?+

Yes. The tools emit evidence and failure exit codes designed to gate automated workflows.

NEXT BUILD / 10

COVERLIST

A commercial launch site for a productized booking-site service aimed at independent hospitality operators.

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