Status: public path for turning evaluator blockers into tests, examples, and docs
Use this when Bilig is close to useful for your workbook, service, or agent workflow, but a real case is missing from the public proof set. If you are not sure how to reduce the case yet, start with the formula bug clinic.
The best reports are small enough to review and specific enough to become one of these artifacts:
Open the fixture form: https://github.com/proompteng/bilig/issues/new?template=workbook_fixture.yml.
If you want to discuss the shape before opening a fixture issue, use the public fixture discussion: https://github.com/proompteng/bilig/discussions/414.
Common clinic cases include stale cached XLSX formula values, ExcelJS shared formulas that need expansion before recalculation, unsupported formula families, and agent-tool workflows that cannot prove read-after-write calculation.
If the workbook is already reduced, generate a local paste-ready report:
curl -fsSLo formula-clinic-report.ts \
https://proompteng.github.io/bilig/formula-clinic-report.ts
npx tsx formula-clinic-report.ts ./reduced.xlsx \
--cells "Summary!B7,Inputs!B2"
Send the smallest public case that proves the behavior.
Good fixture reports include:
@bilig/headless version or commit you testedDo not send confidential spreadsheets, customer data, private financial models, or files whose license does not allow redistribution. If the original workbook is private, replace names and numbers with neutral values while keeping the same formula shape.
For a formula or WorkPaper API case, reduce it to a script first. A small script beats a large workbook because it can become a test directly.
mkdir bilig-fixture-check
cd bilig-fixture-check
npm init -y
npm pkg set type=module
npm install @bilig/headless
npm install --save-dev tsx typescript @types/node
For an XLSX case inside this repository, prefer the corpus checker:
pnpm workpaper:xlsx-corpus:check ./path/to/reduced.xlsx -- --from-import-snapshot
For a service workflow, start from the quote approval example and change only the inputs, formulas, or expected response that matter:
cd examples/serverless-workpaper-api
npm install
npm run quote-approval-api
For an MCP or agent-tool workflow, include the JSON-RPC or tool-call transcript showing the write, recalculation, and readback.
If the case is in scope and public, maintainers can turn it into a committed fixture, test, docs page, or example. When it lands, the issue should link the commit or release note so future evaluators can see the exact blocker that was converted into public proof.
If the case is out of scope, the issue should still end with a concrete answer: unsupported Excel behavior, missing package boundary, too-private fixture, runtime limitation, or a better tool for that job.
If Bilig almost works for a real workbook, do not describe the whole private system. Send one reduced public case with expected output: https://github.com/proompteng/bilig/issues/new?template=workbook_fixture.yml.
Discussion: https://github.com/proompteng/bilig/discussions/414.