Faza 1: brand catalog (świece sojowe PL) + prompt curation pipeline
DATA — Public reference datasets for methodology:
- data/README.md: schema + format definitions for brand catalogs
- data/swiece-sojowe-pl/brand_catalog.json: 35 tracked brands (33 manufacturers + 2 importers) + 5 excluded marketplaces/resellers
- data/swiece-sojowe-pl/brand_catalog.md: human-readable companion
- data/swiece-sojowe-pl/market_metadata.json: GMV estimate, personas, seasonality, expected dynamics
TOOLS — 6-stage prompt curation pipeline (Python 3.12+):
- tools/prompt_curation/README.md: process documentation + cost estimates
- tools/prompt_curation/config.py: tunable parameters per stage
- tools/prompt_curation/.env.example: required API keys template
- tools/prompt_curation/requirements.txt: dependencies
- tools/prompt_curation/1_persona_generator.py: Claude generates 7 buyer personas
- tools/prompt_curation/2_prompt_brainstormer.py: per persona × 30 prompts in voice
- tools/prompt_curation/3_reality_checker.py: Google Trends + Reddit cross-check
- tools/prompt_curation/4_validation_agents.py: 3 critic agents async (real_buyer/methodology/exploit_hunter)
- tools/prompt_curation/5_pilot_test_runner.py: sample × 3 LLM models pre-flight
- tools/prompt_curation/6_human_review_export.py: CSV export for founder approval
- tools/prompt_curation/7_finalize.py: post-approval → closed prompts/{cat}/v{N}.json
- tools/prompt_curation/pipeline.py: orchestrator (stages 1–6, then human review, then 7)
GITIGNORE — Fixed .env.* exclusion to allow .env.example.
This commit completes Faza 1. Stages outputs (data/{cat}/personas.json,
raw_prompts.json, validated_prompts.json, critic_review.json, pilot_test_results.json,
for_human_review.csv) are runtime artifacts — public when committed, derived from
public methodology + public brand catalog. Final approved prompt strings in
prompts/{cat}/v{N}.json remain CLOSED (gitignored, anti-Goodhart's Law).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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