Groundwork

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/nickjlamb-groundwork

About

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 26, 2026.

Tools

2 read · 2 write · 0 delete · 1 not yet classified

Secrets

None asked for

Install scripts

None found

Runs as

Node.js package

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• check_answer_groundingCheck one answer's grounding

  Deterministically check a single answer against the context it should be grounded in: required facts (anchors) present, every number traceable to the context, abstention when the question is unanswerable. Same logic as the CI gate — no model, no network. Returns pass/fail with named issues.

• check_extractionCheck one extracted record

  Deterministically check a structured extraction against its hand-labelled gold record: schema validity (nullable fields are the abstention contract), field accuracy with per-field normalisers (dates → ISO, money → minor units) and aliases, and fabrication — a non-null value in a field whose gold is null (a guessed date of birth the document never stated). Same logic as the CI gate — no model, no network. Returns pass/fail with named issues and a per-field verdict.

• check_readinessRun the readiness gate on a repo

  Run `groundwork check` in a repo that has a scaffolded harness: redaction self-test, then the archetype's eval (grounding for document-qa, extraction for extraction) against the repo's own gold set. Returns the exit code, the main scorer's metrics, and any named failures — exactly what CI would report.

• cost_summarySummarise measured token costs

  Run `groundwork cost` in a repo: measured token usage from eval runs, with savings recommendations in leverage order (prompt caching, batching, context trimming, model routing last).

• scaffold_harnessScaffold the readiness harness into a repo

  Run `groundwork init [archetype]` in a repo: writes the adapter boundary, redaction config, gold-set templates, GitHub Action, and playbook for a deployment pattern — document-qa (documents → grounded answers) or extraction (documents → structured fields). Never overwrites existing files. After scaffolding, the human wires groundwork/adapter.mjs and replaces the example gold cases with real ones.

Signals

Stars

1

Forks

0

Open issues

0

Last commit

Sep 29, 2026 (29 days ago)

Last release

Sep 28, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.nickjlamb/groundwork

Version

0.4.1

Auth

No auth

Packages

npm @pharmatools/groundwork

License

License unknown

Repository

github.com/nickjlamb/groundwork

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql