Rare find

NLPM. A quality checker for the written instructions that tell AI assistants what to do.

nlpm.com

@xiaolai

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

Problem, audience, market, and the verdict — sign in to see it.

Updates

July 2026

Merge pull request #670 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 26
track: 2026-07-26 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 26
classify: 2026-07-26 dissent classifications Jul 26
Merge pull request #669 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 26
track: 2026-07-26 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 26
suppressions: 2026-07-26 scan Jul 26
dashboard: 2026-07-25 render Jul 25
report: daily 2026-07-25 Jul 25
Merge pull request #668 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
track: 2026-07-25 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 25
Merge pull request #667 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
track: 2026-07-25 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 25
Merge pull request #666 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
track: 2026-07-25 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 25
Merge pull request #665 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
track: 2026-07-25 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 25
Merge pull request #664 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
track: 2026-07-25 — 37 tracked, 42 case-study ready, 2 rule-adopted Jul 25
classify: 2026-07-25 dissent classifications Jul 25
Merge pull request #663 from xiaolai/auditor/bot/Track-PR-Status-/301… Jul 25
Merge pull request #625 from xiaolai/auditor/bot/Track-PR-Status-/296… Jul 19
track: 2026-07-19 — 36 tracked, 40 case-study ready, 2 rule-adopted Jul 19
suppressions: 2026-07-19 scan Jul 19
Merge pull request #624 from xiaolai/auditor/bot/Track-PR-Status-/296… Jul 19
track: 2026-07-19 — 36 tracked, 40 case-study ready, 2 rule-adopted Jul 19
dashboard: 2026-07-18 render Jul 18
report: daily 2026-07-18 Jul 18
Merge pull request #623 from xiaolai/auditor/bot/Track-PR-Status-/296… Jul 18
track: 2026-07-18 — 36 tracked, 40 case-study ready, 2 rule-adopted Jul 18
Merge pull request #622 from xiaolai/auditor/bot/Track-PR-Status-/296… Jul 18