Deterministic nonprofit outcome reports where every figure carries a receipt, with fail-closed grounding, small-cell suppression, human approval, signed bundles, and CI drift checks.

1 stars 0 forks 1 watchers Python Apache License 2.0
accessibility data-provenance deterministic-sql funder-reporting github-actions grant-reporting grounding human-in-the-loop i18n local-first nonprofit outcome-reporting privacy python receipts reproducibility responsible-ai signed-bundles small-cell-suppression sqlite
4 Open Issues Need Help Last updated: Jul 23, 2026

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help wanted accessibility

Deterministic nonprofit outcome reports where every figure carries a receipt, with fail-closed grounding, small-cell suppression, human approval, signed bundles, and CI drift checks.

Python
#accessibility#data-provenance#deterministic-sql#funder-reporting#github-actions#grant-reporting#grounding#human-in-the-loop#i18n#local-first#nonprofit#outcome-reporting#privacy#python#receipts#reproducibility#responsible-ai#signed-bundles#small-cell-suppression#sqlite
help wanted accessibility

Deterministic nonprofit outcome reports where every figure carries a receipt, with fail-closed grounding, small-cell suppression, human approval, signed bundles, and CI drift checks.

Python
#accessibility#data-provenance#deterministic-sql#funder-reporting#github-actions#grant-reporting#grounding#human-in-the-loop#i18n#local-first#nonprofit#outcome-reporting#privacy#python#receipts#reproducibility#responsible-ai#signed-bundles#small-cell-suppression#sqlite
help wanted metric-mapping adoption practitioner-review

Deterministic nonprofit outcome reports where every figure carries a receipt, with fail-closed grounding, small-cell suppression, human approval, signed bundles, and CI drift checks.

Python
#accessibility#data-provenance#deterministic-sql#funder-reporting#github-actions#grant-reporting#grounding#human-in-the-loop#i18n#local-first#nonprofit#outcome-reporting#privacy#python#receipts#reproducibility#responsible-ai#signed-bundles#small-cell-suppression#sqlite
documentation help wanted good first issue demo-feedback integration-testing

Deterministic nonprofit outcome reports where every figure carries a receipt, with fail-closed grounding, small-cell suppression, human approval, signed bundles, and CI drift checks.

Python
#accessibility#data-provenance#deterministic-sql#funder-reporting#github-actions#grant-reporting#grounding#human-in-the-loop#i18n#local-first#nonprofit#outcome-reporting#privacy#python#receipts#reproducibility#responsible-ai#signed-bundles#small-cell-suppression#sqlite