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Plan phase: Phase 1 — Data spine (persistence + API)
Outcome: FastAPI service with a Postgres schema (incl. append-only forecasts per ADR-008), Alembic migrations, and an
upload endpoint that parses a ...
feature
phase-1
Plan phase: Phase 1 — Data spine
Outcome: Classify each series demand pattern (smooth/erratic/intermittent/lumpy) so later stages can route SKUs to
appropriate models.
Acceptance criteria:
- [ ] classify_demand(units: ...
feature
phase-1
Plan phase: Phase 1 — Data spine
Outcome: Turn raw validated records into clean, gap-free per-series daily history ready for forecasting/classification.
Acceptance criteria:
- [ ] clean_sales(records, ...
feature
phase-1
How do enterprise software vendors use upfront pricing concessions to increase switching costs over contract lifecycles,
and what abstraction or architectural investment strategies demonstrably reduce ...
Plan phase: Phase 1 — Data spine
Outcome: Read a sales-history CSV file into validated SalesRecords with clear, actionable errors.
Acceptance criteria:
- [ ] read_sales_csv(path) - list[SalesRecord] ...
feature
phase-1
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Bug Description
The TUI historical session picker/resume path can hide message-bearing non-Kanban historical sessions while surfacing
empty parent/compression shell rows. In my local state.db, Kanban ...
Problem
The ESLint flat config (eslint.config.mjs) crawls into .claude/worktrees/ — which is gitignored and contains full copies
of src/ from leftover agent git worktrees. When a stale worktree exists, ...
Goal
Parameters from #11 are not cosmetic—they change dynamics and what the MAPPO policy sees at train and deploy time.
Implementation sketch
- Extend SwarmEnv / Python training env (swarm/) with ...
backend
simulation

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