# gramps-web-toolkit

> Command-line tools for running AI research agents against a Gramps Web family tree without letting them write guesses into it.

## Documentation

- [The autonomous research loop](<https://geiserx.github.io/gramps-web-toolkit/agent-loop/index.md>)
- [gwt-apply](<https://geiserx.github.io/gramps-web-toolkit/apply/index.md>)
- [Archives catalogue](<https://geiserx.github.io/gramps-web-toolkit/archives/index.md>)
- [gwt-check](<https://geiserx.github.io/gramps-web-toolkit/check/index.md>)
- [gwt-corpus](<https://geiserx.github.io/gramps-web-toolkit/corpus/index.md>)
- [Development](<https://geiserx.github.io/gramps-web-toolkit/development/index.md>)
- [gwt-fetch](<https://geiserx.github.io/gramps-web-toolkit/fetch/index.md>)
- [gwt-fscache](<https://geiserx.github.io/gramps-web-toolkit/fscache/index.md>)
- [gwt-gate](<https://geiserx.github.io/gramps-web-toolkit/gate/index.md>)
- [gwt-geocode](<https://geiserx.github.io/gramps-web-toolkit/geocode/index.md>)
- [Getting started](<https://geiserx.github.io/gramps-web-toolkit/getting-started/index.md>)
- [Hard-won lessons](<https://geiserx.github.io/gramps-web-toolkit/hard-won/index.md>)
- [gwt-import-dna](<https://geiserx.github.io/gramps-web-toolkit/import-dna/index.md>)
- [gwt-import-excel](<https://geiserx.github.io/gramps-web-toolkit/import-excel/index.md>)
- [gwt-import-gedcom](<https://geiserx.github.io/gramps-web-toolkit/import-gedcom/index.md>)
- [Home](<https://geiserx.github.io/gramps-web-toolkit/index.md>)
- [gwt-leads](<https://geiserx.github.io/gramps-web-toolkit/leads/index.md>)
- [gwt-ledger](<https://geiserx.github.io/gramps-web-toolkit/ledger/index.md>)
- [gwt-lint evidence rules](<https://geiserx.github.io/gramps-web-toolkit/lint-evidence/index.md>)
- [gwt-lint](<https://geiserx.github.io/gramps-web-toolkit/lint/index.md>)
- [gwt-mh](<https://geiserx.github.io/gramps-web-toolkit/myheritage/index.md>)
- [ocr-bench](<https://geiserx.github.io/gramps-web-toolkit/ocr-bench/index.md>)
- [The research pipeline](<https://geiserx.github.io/gramps-web-toolkit/pipeline/index.md>)
- [gwt-queue](<https://geiserx.github.io/gramps-web-toolkit/queue/index.md>)
- [gwt-rank](<https://geiserx.github.io/gramps-web-toolkit/rank/index.md>)
- [gwt-rawstore](<https://geiserx.github.io/gramps-web-toolkit/rawstore/index.md>)
- [gwt-read](<https://geiserx.github.io/gramps-web-toolkit/read/index.md>)
- [gwt-report](<https://geiserx.github.io/gramps-web-toolkit/report/index.md>)
- [Shared rules and locales](<https://geiserx.github.io/gramps-web-toolkit/rules/index.md>)
- [gwt-run](<https://geiserx.github.io/gramps-web-toolkit/run/index.md>)
- [gwt-read archiveorg](<https://geiserx.github.io/gramps-web-toolkit/sources/archiveorg/index.md>)
- [gwt-read bvph](<https://geiserx.github.io/gramps-web-toolkit/sources/bvph/index.md>)
- [gwt-read census1950](<https://geiserx.github.io/gramps-web-toolkit/sources/census1950/index.md>)
- [gwt-read delpher](<https://geiserx.github.io/gramps-web-toolkit/sources/delpher/index.md>)
- [gwt-read digitalarkivet](<https://geiserx.github.io/gramps-web-toolkit/sources/digitalarkivet/index.md>)
- [gwt-read digitalnz](<https://geiserx.github.io/gramps-web-toolkit/sources/digitalnz/index.md>)
- [gwt-read dokuklik](<https://geiserx.github.io/gramps-web-toolkit/sources/dokuklik/index.md>)
- [gwt-read freeukgen](<https://geiserx.github.io/gramps-web-toolkit/sources/freeukgen/index.md>)
- [gwt-read geneteka](<https://geiserx.github.io/gramps-web-toolkit/sources/geneteka/index.md>)
- [gwt-read hiski](<https://geiserx.github.io/gramps-web-toolkit/sources/hiski/index.md>)
- [gwt-read sources](<https://geiserx.github.io/gramps-web-toolkit/sources/index.md>)
- [gwt-read kramerius](<https://geiserx.github.io/gramps-web-toolkit/sources/kramerius/index.md>)
- [gwt-read matchid](<https://geiserx.github.io/gramps-web-toolkit/sources/matchid/index.md>)
- [gwt-read openarch](<https://geiserx.github.io/gramps-web-toolkit/sources/openarch/index.md>)
- [gwt-read riksarkivet](<https://geiserx.github.io/gramps-web-toolkit/sources/riksarkivet/index.md>)
- [gwt-read tna](<https://geiserx.github.io/gramps-web-toolkit/sources/tna/index.md>)
- [gwt-read trove](<https://geiserx.github.io/gramps-web-toolkit/sources/trove/index.md>)
- [gwt-read wikitree](<https://geiserx.github.io/gramps-web-toolkit/sources/wikitree/index.md>)
- [gwt-spanish-poller](<https://geiserx.github.io/gramps-web-toolkit/spanish-poller/index.md>)