Migrated from monorepo during Forgejo registry consolidation 2026-05-07
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17 bite-sized TDD tasks (Task 1-17 + 11a follow-up): 1 asyncpraw dependency 2 alembic 0006_fire_examples migration 3 FireExample ORM in db.py 4 Pydantic schemas (RawPost / ExtractedExample / Summary) 5 regex pre-filter (MONEY_RE + LOCATION_RE) 6 async PRAW wrapper 7 primary qwen3-8b extractor 8 Tier 2 claude-agent-service fallback 9 currency normalisation via fx.py 10 service.upsert_example + summary_for_country 11 orchestrator + click CLI ingest 11a Prometheus follow-ups deferred + documented 12 fixture-driven regression suite 13 /api/examples + /summary router 14 simulator response examples_overlay block 15 Terraform K8s Job (toggled) + weekly CronJob 16 build + push image 17 run bulk ingest + smoke-test |
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| alembic | ||
| docs/plans | ||
| fire_planner | ||
| frontend | ||
| tests | ||
| .dockerignore | ||
| .gitignore | ||
| .woodpecker.yml | ||
| alembic.ini | ||
| Dockerfile | ||
| PLAYBOOK_VIKTOR.md | ||
| poetry.lock | ||
| pyproject.toml | ||
| README.md | ||
fire-planner
Risk-adjusted, tax-minimised FIRE retirement planner. Consumes today's
portfolio, savings rate, and RSU vest schedule from sibling services
(wealthfolio, payslip-ingest, hmrc-sync) and returns the after-tax
probability of success for each combination of jurisdiction, withdrawal
strategy, and "year you break UK tax residency".
Layout
fire_planner/— packagetax/— per-jurisdiction tax engines (UK, nomad, Malaysia, Thailand, Cyprus, Bulgaria)returns/— Shiller 1871+ data + block bootstrap samplerstrategies/— Trinity 4% SWR, Guyton-Klinger guardrails, VPWingest/— pulls fromwealthfolio/payslip-ingest/hmrc-syncsimulator.py— vectorised NumPy MC enginescenarios.py— Cartesian product over (jurisdiction × strategy × leave-UK-year × glide)app.py— FastAPI on-demand/recompute__main__.py—clickCLI:ingest,simulate,recompute-all,migrate
Common commands
poetry install
pytest -v
mypy .
ruff check .
yapf --recursive .
# Run migrations against the local DB:
DB_CONNECTION_STRING=postgresql+asyncpg://... alembic upgrade head
# CLI
DB_CONNECTION_STRING=... python -m fire_planner ingest
DB_CONNECTION_STRING=... python -m fire_planner simulate --scenario=cyprus-vpw-leave-y3
DB_CONNECTION_STRING=... python -m fire_planner recompute-all
Schema
Six tables in fire_planner schema on pg-cluster-rw:
account_snapshot— daily NW per account (Wealthfolio)scenario— Cartesian-product scenario definitionmc_run— execution metadata + summary stats per (scenario, run_at)mc_path— sparse storage (top decile, bottom decile, median)projection_yearly— deterministic point projection per scenarioscenario_summary— denormalised fast-read for Grafana