
Audits soccer analysis before conclusions are trusted: source tiers, dates and seasons, competition splits, 450-minute sample checks, availability flags, and uncertainty labels.

Check a finished sticker or emoticon set before submitting: character drift, hands covering faces, transparent-PNG halos, repeated poses, captions and spec mismatches.

Verify that an AI agent changed only the approved SEO fields in your Shopify product CSV. Deterministic, fail-closed validation with JSON and Markdown evidence.

Verify existing media alignment evidence and flag ambiguous, unsafe, or unreliable matches before you trust them. Deterministic, precision-first QC with JSON and Markdown reports — no AI guessing.

Identifies outliers and abnormal behavior in data streams, sensor readings, and KPIs — using statistical and ML-based methods to flag genuine faults or risks while filtering out normal variation.

Check AI-generated claims against your approved Fact Sheet and flag changed quantities, expanded scope, dropped attribution, and unsupported mappings — deterministic, local, and no AI guessing.

Paste a caption and get every hashtag checked for the silent corruption that kills tag-driven distribution. Check before posting, or compare what you intended against what the platform actually saved and see which tags died.

Audit and manage local AI Skills across Codex, Claude Code, and project workspaces. See what is actually active, detect duplicates and variants, compare changes over time, and generate an offline interactive management map. Read-only by default; every real change requires your approval.