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+---
+# nuzlocke-tracker-ya2a
+title: Refactor seeding to use PokeAPI CSV data via git submodule
+status: draft
+type: task
+created_at: 2026-02-05T18:01:09Z
+updated_at: 2026-02-05T18:01:09Z
+---
+
+## Summary
+
+Replace the current seeding approach (which uses the `pokebase` Python library to hit the PokeAPI REST API, then writes intermediate JSON files) with direct CSV parsing from the [PokeAPI/pokeapi](https://github.com/PokeAPI/pokeapi) repository's `data/v2/csv/` directory, pulled in as a git submodule.
+
+## Motivation
+
+- **Eliminates network dependency**: No more hitting the PokeAPI REST API (or running a local instance) during seed generation
+- **Faster**: Reading local CSVs is instant vs. hundreds of HTTP requests (even with pokebase caching)
+- **More data available**: The CSVs contain the complete dataset, not just what we query for
+- **Version-pinnable**: The git submodule can be pinned to a specific commit for reproducible builds
+- **Removes `pokebase` dependency**: One less runtime/dev dependency to maintain
+
+## Current Approach
+
+1. `fetch_pokeapi.py` uses the `pokebase` library to query the PokeAPI REST API
+2. It processes responses and writes intermediate JSON files (`games.json`, `pokemon.json`, `firered.json`, etc.) to `seeds/data/`
+3. `run.py` reads these JSON files and calls `loader.py` to upsert into the database
+4. Evolution data is also fetched from the API with an override mechanism (`evolution_overrides.json`)
+
+## Proposed Approach
+
+1. **Add git submodule**: Add `https://github.com/PokeAPI/pokeapi` as a git submodule (e.g., at `backend/pokeapi-data/` or a top-level `data/pokeapi/` directory)
+2. **Write CSV parser**: Create a new module that reads the relevant CSVs directly. Key CSV files include:
+   - `pokemon.csv`, `pokemon_species.csv`, `pokemon_types.csv` — Pokemon data
+   - `locations.csv`, `location_areas.csv`, `location_names.csv` — Location/route data
+   - `encounters.csv`, `encounter_slots.csv`, `encounter_methods.csv` — Encounter data
+   - `versions.csv`, `version_groups.csv`, `version_names.csv` — Game/version data
+   - `pokemon_evolution.csv`, `evolution_chains.csv`, `evolution_triggers.csv` — Evolution data
+   - `types.csv`, `type_names.csv` — Type data
+   - `regions.csv` — Region data
+3. **Replace `fetch_pokeapi.py`**: The new CSV parser replaces the API-fetching script. It should produce the same (or equivalent) output that `loader.py` expects, or `loader.py` should be updated to accept the new data format.
+4. **Keep the override mechanism**: `evolution_overrides.json` should still work for manual corrections.
+5. **Remove intermediate JSON files**: The generated JSON files in `seeds/data/` can be removed from version control since data now comes from the submodule.
+6. **Remove `pokebase` dependency**: Remove from `pyproject.toml` / `requirements.txt`.
+7. **Update documentation**: Update any setup/dev docs and the seed run command instructions.
+
+## Checklist
+
+- [ ] Add PokeAPI repo as a git submodule
+- [ ] Identify and document all needed CSV files from the PokeAPI data
+- [ ] Write CSV parsing module to replace `fetch_pokeapi.py`
+- [ ] Update `run.py` and/or `loader.py` to work with the new data source
+- [ ] Preserve evolution override mechanism
+- [ ] Remove intermediate JSON seed data files from version control
+- [ ] Remove `pokebase` dependency
+- [ ] Test that seeding produces equivalent results
+- [ ] Update dev setup docs / seed run instructions
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