Larkfield Safety Review

Status: Live.

1. Your muse

   Larkfield Safety Review: an agent whose answer a site safety lead will act on. It reads a made-up inspection report for the fictional Larkfield Works plant, answers whether a machine may restart, quotes the report for every claim with code checking each quote, has a separate model review the claims, can't finish without passing, and stops to ask a person when evidence is missing.

2. Show thinking

3. Checks passed

4. 

   The plan: Larkfield Safety Review

   Restart go or hold for Larkfield with every claim quoted.

   1. Upload the fictional Larkfield Works inspection report PDF
   2. Ask if a named machine may restart
   3. Agent reads the report and drafts claims with exact quotes
   4. Code checks each quote and a reviewer model reviews the claims

   See the full plan

   Who it's for

   Site safety lead reviewing the fictional Larkfield Works plant

   How it works

   1. Upload the fictional Larkfield Works inspection report PDF.
   2. Ask if a named machine may restart.
   3. Agent reads the report and drafts claims with exact quotes.
   4. Code checks each quote and a reviewer model reviews the claims.
   5. Answer shows go or hold with quotes or asks for missing evidence.

   Screens

   • Report Check. Upload the inspection report and ask the restart question.
   • Review Result. Show go or hold, checklist, quotes, and reviewer pass status.
   • Missing Evidence. List gaps and let the lead add pages or notes to rerun checks.

   What goes in

   • PDF: Fictional Larkfield Works inspection report, up to 20 pages. Text must be selectable.
   • Text: Machine name and restart question, under 500 characters. Example: May Unit 3 Press restart?

   What comes out

   • Text: Restart decision of go or hold with a checklist, exact report quotes with pages, reviewer result, and questions if evidence is missing.

   Models

   Model	Used for	Why
   Muse Wonder	Read the report PDF and draft the restart answer with quotes	Strongest reasoning model that reads PDFs directly and returns JSON for quote checking

   Limits

   • Works only on fictional made up Larkfield Works reports for training and review.
   • Not a real safety certification and not a substitute for a qualified inspector.
   • Cannot finish without all quotes passing code and reviewer checks.
   • Stops to ask the safety lead when the report lacks evidence.
   • Answers can miss things or be out of date even with checks.

   From your inspo

   Text only note asks for a safety review agent for the fictional Larkfield Works plant that answers a restart question with checked quotes and human follow up.

   Takes

   • Restart yes or no job for a safety lead
   • Quote every claim flow with a reviewer check
   • Stop and ask when evidence is missing pattern

   Cost per run: about $0.18 (est.). 2 Wonder reads use about 10k input tokens for $0.04 plus 2k output tokens for $0.04, 1 reviewer call adds about $0.10, 1 web_search adds $0.0025, total about $0.18.

6. Done. Larkfield Safety Review is built and npm run verify exits 0.

   It's live.

   Product pageNew muse

   55 m 44 s · Input 35M · Output 110.2k · $0.12 est.