Migrated from monorepo during Forgejo registry consolidation 2026-05-07
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Some checks are pending
Add a Monte-Carlo "FIRE number" solver so the wealth dashboard can show a £ countdown to retirement across life-stage cases, in today's money. Viktor wants to see, per country, how far his net worth is from being able to retire for good under three cases — Solo (his spend ×1.5), Household (+Anca ×1.5), Family (+2 kids) — with cost-of-living re-scaling per country and a 99% Guyton-Klinger success bar. - spend_model: per-Case real-GBP spend, COL-scaled (rent + non-rent essentials scale by country; Holidays fixed), ×1.5 safety. Constants sourced live from actualbudget (Viktor) / on-record (Anca). - geo: city -> tax jurisdiction (nomad fallback). - fire_target: binary-search the smallest LIQUID net worth where GK reaches the bar; pension modelled as a tranche unlocking at ~57, kids ramp + optional home as cashflows. New fire_target table (migration 0007) + idempotent upsert. - recompute-fire-targets CLI: solve every Case x country and persist for Grafana. - CONTEXT.md glossary + ADR-0001 (why MC-threshold on liquid NW, not 25x spend). Reuses the existing simulator unchanged (its cashflow hooks already supported pension/kids/home). 345 tests pass; mypy + ruff clean. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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| .github/workflows | ||
| .woodpecker | ||
| alembic | ||
| docs | ||
| fire_planner | ||
| frontend | ||
| tests | ||
| .dockerignore | ||
| .gitignore | ||
| alembic.ini | ||
| CONTEXT.md | ||
| 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