How Adams Web Searcher Works
Type a question in plain language and choose a mode. Claude calls the
NRC ADAMS Public Search (APS) API directly, server-side, and shows
results in the chat. Each step appears below the last.
General ADAMS Research
For open-ended lookups — find a document, check what's on file for a plant, read an
amendment, answer a question. Claude searches, summarizes what it found in plain
language, and shows a linked table of results. It does not open
documents on its own: it stops there and asks what you'd like it to read — with an
approximate cost — so you decide before any tokens are spent reading.
Design-Basis Change Analysis
For structured gap analysis — what changed in a system's licensing basis over a date
range. Claude follows a five-bucket methodology and stops at two checkpoints
to get your approval before doing expensive work.
- Plan & confirm
- Claude resolves the plant to its docket number(s) and lays out a five-bucket search
plan (license amendments, 50.59 reports, UFSAR, ISI/relief requests, generic/vendor
issues). It stops and waits for you to reply "go" before
searching.
- Search & triage
- Claude runs all five buckets against ADAMS, rates every result
(★★★ HIGH / ★★ MEDIUM / ★ LOW / — NOISE), and shows the triage. It
stops again for your approval — and gives a token cost estimate —
before opening documents.
- Read & report
- After you approve, Claude reads each document 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.
At any checkpoint you can reply with a
correction instead of "go" — change the dockets, the date range, the ratings, or anything
else — and Claude adjusts before continuing.
Data & privacy
- All AI runs on Mat's own paid Claude API tokens, server-side —
no Claude account needed to use this tool.
- The Claude and ADAMS API keys are stored as encrypted Cloudflare secrets and
never reach your browser.
- No searches or results are saved between sessions.
Model choice
Sonnet 4.6 is the default and handles most searches well.
Haiku is for learning the tool and basic functional testing only.