Nuclear AI Tools of Awesomeness

Sonnet recommended · Haiku: for learning and basic functional testing only

How Nuclear AI Tools of Awesomeness Works

This is Mat's personal grouping of independent AI tools, currently four of them, all running on one Claude API key. They mostly don't depend on each other — pick the one you need from the toggle above the query box, and switching between them keeps each one's own conversation intact (nothing is dropped, it's just out of view until you switch back). Each tool is described in its own section below.

1. General ADAMS Research

Uses the NRC ADAMS Public Search (APS) API, server-side.

For open-ended lookups — find a document, check what's on file for a plant, read an amendment, answer a question. Ask for a list and Claude gives you a linked table of results. Ask a question and it reads the relevant documents and answers with linked citations.

2. Design-Basis Change Analysis via ADAMS

Also uses the ADAMS API — a heavier, structured workflow than General ADAMS Research above.

For structured gap analysis — what changed in a system's licensing basis over a date range. Claude follows a five-bucket methodology, plus a license renewal cross-check, and stops once before opening what can be dozens of documents.

Search
Claude resolves the plant to its docket number(s) and searches right away: license amendments, 50.59 reports, UFSAR, ISI/relief requests, generic/vendor issues, and the license renewal cross-check where it applies.
Confirm scope
Claude sends a short summary of the scope it assumed and how many documents it will open. Reply "go", or correct the dockets, date range, or anything else. If you have the DIR's T-number, give it here and it goes in the PDF's filename.
Read & report
Claude reads the documents and produces a plain-language Design-Basis Change Analysis report with linked citations. Save it as a PDF with the button that appears on the final report.

3. License Renewal Research via ADAMS

Also uses the ADAMS API. It runs straight through, with no stops.

For what a plant's license renewal says about a system or topic: scoping, aging management programs, time-limited aging analyses, RAIs, and commitments, across both initial and subsequent renewal. Renewal applications run to thousands of pages, so Claude jumps to the relevant sections rather than reading them whole. A simple "where is this document?" just gets a linked answer. Fuller research ends in a License Renewal Summary you can save as a PDF.

4. Risk Management Plans

Fully independent of the others — does not touch ADAMS at all.

Drafts a Qualitative Risk Management Plan (QL-RMP) following ENERCON's QPM-003 procedure and QF-034 template. Describe the project and/or upload source documents (.docx or .pdf); Claude identifies risk exposures, rates Likelihood and Impact, and produces a risk exposure table. The app computes each risk's color (Green/Yellow/Red) itself from a fixed matrix — Claude never picks the color directly. If your first message doesn't give Claude enough to work with, it will ask for more before drafting anything. The final draft downloads as a real Word document with the button that appears on it — always a first-pass draft meant for ENERCON's normal RMP review and approval process, not a signed, approved plan.

Data & privacy

Model choice

Sonnet 5.5 is the default and handles most searches well. Haiku is for learning the tool and basic functional testing only. Opus and Fable aren't offered here — left out on purpose to keep costs down.