Commit Graph
23 Commits
Author SHA1 Message Date
admin 0b6c5dcfb7 feat(ui): Sprint 10 — Deny Forever on Recipes (card overlay + detail button + undo toast)
User-driven follow-up to Sprint 8: surface the Sprint 1-3 NeverSuggest
infrastructure on the Recipes surface so a family can pre-emptively
mark a recipe as never-suggest before it appears in a plan.

Backend (3 changes):
- POST /api/never-suggest (public, webui-facing). Idempotent on
  (family, recipe, reason). Returns the row joined with recipe_name.
- DELETE /api/never-suggest/{ns_id} (public, webui-facing). Row-level
  ownership check (403 if cross-family), 404 if absent.
- NeverSuggestRead.recipe_name + .ingredient_name server-side joins
  via _attach_names() helper (one LEFT OUTER JOIN per kind).
- Admin path (POST/DELETE /api/admin/never-suggest) unchanged.

Frontend (4 changes):
- New NeverSuggestButton component (~290 lines). Two variants: card
  (overlay on RecipeCard) and detail (text buttons in RecipeDetail
  top bar). Popover with Allergy (red, window.confirm) + Dislike
  (neutral, no confirm). Undo toast via showToast.undo() (Sprint 3
  B12 pattern, 6s window). Pre-existing block detection shows a
  Blocked state with an Unblock path.
- mealPlannerApi.neverSuggest.list/add/remove in api/index.ts.
- Recipes.tsx overlay: RecipeCard has position: relative; button is
  opacity-0 group-hover:opacity-100 focus:opacity-100. e.preventDefault
  + e.stopPropagation prevents accidental navigation.
- RecipeDetail.tsx top bar: new Deny forever button group to the left
  of Add to Plan.

Build: npm run build green (tsc 0 errors, vite 0 errors) on
docker-willester. Bundle 487 -> 495 kB. No new dependencies. No
migration (NeverSuggest table exists from prior sprints).

Tracking: Review/sprint10-verification.md (9-step browser smoke +
5 API curls + undo test + a11y check).
2026-06-05 13:29:04 -07:00
admin 6e386baf6e feat(ui): Sprint 9 — F1 onboarding tour (4-step welcome)
Hand-rolled 4-step tour (no react-joyride) anchors to existing
[data-tour="<id>"] attributes. localStorage key
mealplanner:onboarding-complete is the source of truth; ?reset-tour=1
clears the key and re-shows.

Steps: Dashboard / Pantry / Recipes / Shopping List. Keyboard: 1-4 jump,
←/→ step, Esc dismiss. Off-route fallback renders a centered card with
an 'Open <page>' CTA. A11y: role=dialog, aria-modal=true, focus captured
on open and restored on close.

5 lines of code across 4 pages; 1 new component (~420 lines). No new
dependencies. No backend changes. No migration. Frontend-only deploy.

Tracking: Review/sprint9-verification.md (8-step browser smoke + a11y
check + reset-link test).
2026-06-05 11:14:53 -07:00
MealPlanner efd1fc695f feat(ui): explicit Deny semantics with 2-denial hard-filter escalation (Sprint 8)
User policy decision (2026-06-05, exact): 'Hard filter. If it is denied
this week twice, it should be considered denied for good.'

The planner had no cross-week memory of denials: a denial on
meal_plan_item.approval_status was never consulted by the planner,
and NeverSuggest (the per-family permanent blocklist) was empty for
the user. The 'Roasted Sweet Potato and Chickpea Bowl' the user
denied on 2026-05-15 was still in the planner's pool 3 weeks
later.

Implements C + Z (explicit two-button model + soft-decay +
hard-filter escalation):
- Approve: untouched.
- Deny this week (1st in 90d): denial_expires_at = now() + 90d.
- Deny this week (2nd in 90d, server-side auto-escalation):
  denial_expires_at = NULL + a NeverSuggest row written.
- Never again (explicit): same as the 2nd-time auto-escalation.

Both soft and permanent denials are hard filters in the planner
(per user). A denied recipe never reappears until either the 90d
window expires or the user un-blocks via the NeverSuggest API.

Changes:
- Migration 0016: meal_plan_item.denial_expires_at (partial index)
  and meal_plan_vote.denial_scope.
- 3 backend helpers (_apply_denial, _ensure_never_suggest_recipe,
  _has_prior_active_soft_denial) — single source of truth for the
  deny path.
- POST /api/meals/items/{id}/deny?scope=this_week|never_again
  (default this_week). Returns promoted_to_permanent.
- POST /api/meals/vote/{id} extended: vote=approve|deny|never_again.
  Returns denial_scope + promoted_to_permanent.
- GET /api/meals/vote/{id} HTML page renders 3 buttons; supports
  one-click ?scope=... for email direct-action links.
- Email template (step_email): 3 direct-action links per recipe
  plus a secondary 'open vote page' link.
- Planner: _load_blocklists returns 3 sets; soft_denied_recipes
  is hard-filtered (union with blocked_recipes at the call site).
- Frontend: MealCard renders 3 buttons (Approve / Deny this week
  / Never again) for pending items. handleDeny is scope-aware;
  toast reflects promoted_to_permanent. window.confirm on
  'Never again' prevents accidental permanent blocks.

Verification:
- npm run build green.
- 21/21 planner tests pass (1 pre-existing test_filter_blocks_by_cost
  failure is NOT introduced by Sprint 8 — verified via git stash).
- Review/sprint8-verification.md: 11-step browser smoke + 4 API
  curls + email-render procedure + rollback.

Files:
- backend/alembic/versions/0016_denial_decay_and_scope.py (new)
- backend/app/models/__init__.py:221-242, 250-269
- backend/app/schemas/__init__.py:204-219, 248-269
- backend/app/api/meals.py:30-138 (helpers), 240-330 (HTML page),
  380-455 (submit_vote), 486-552 (deny_meal_item)
- backend/app/services/orchestrator/steps.py:283-300
- backend/app/services/planner/generate.py:59-99, 150-194
- frontend/src/api/index.ts:48-58
- frontend/src/pages/Dashboard.tsx:38-50, 385-410
- Review/{sprint8-verification,ui-nielsen-audit,handoff-ui-audit}.md
- fix-ui-audit.md
- docs/HANDOFF.md
- .agent/{plan,context}.md

Deploy (user runs on deployment host):
  cd ~/MealPlanner && git pull
  docker compose exec backend alembic upgrade head
  docker compose -f docker-compose.yml up -d --build backend frontend
2026-06-05 10:24:35 -07:00
MealPlanner 09c7525a12 fix(ui): align 'this week' to upcoming Monday (Sprint 7)
User report 2026-06-05: 'webui Meal Planner page is empty' on Friday
morning after the Friday email went out. Root cause: the orchestrator
keyed plans by the most-recent-Friday while the frontend's isoMonday()
returned the most-recent-Monday — a 7-day mismatch on Fridays.

Fixes (one semantic across the stack):
- runner._current_week_start() returns the upcoming Monday (today if
  Mon, else the next Mon). The Friday email subject
  ('Meal plan for week of <date>') automatically picks up the new
  value via run.week_start_date.
- frontend isoMonday -> upcomingMonday (same logic; renamed for
  intent). isoMonday kept as a deprecated alias.
- New WeekRangeNav component (Dashboard + ShoppingList share it).
  Renders [<]  Jun 8 - Jun 14  [>] with clickable chevrons and a
  clickable range label that jumps to the upcoming week. Replaces
  the Sprint 5 inline segmented control on both pages.
- New formatWeekRange(mondayIso) helper (UTC-stable; uses
  timeZone: 'UTC' so the rendered date matches the stored ISO date
  regardless of viewer TZ; closes a latent bug in formatIsoDate too).
- New SQL fix script that retargets the user's 3-pending-items plan
  from 2026-06-05 (Friday-keyed) to 2026-06-08 (upcoming Monday).
  Idempotent + transaction-wrapped. Optional block for 2026-05-29.

No backend migration. No new dependencies. Deploy is git pull +
run the SQL fix + docker compose up -d --build backend frontend.
See Review/sprint7-verification.md for the full deploy + smoke flow.

Files:
- backend/app/services/orchestrator/runner.py:20-35
- backend/scripts/fix_2026_06_05_to_2026_06_08.sql (new)
- frontend/src/lib/utils.ts:43-130
- frontend/src/components/WeekRangeNav.tsx (new)
- frontend/src/pages/Dashboard.tsx (3 call sites + 1 segmented control)
- frontend/src/pages/ShoppingList.tsx (5 call sites + 2 segmented controls)
- Review/{sprint7-verification,ui-nielsen-audit,handoff-ui-audit}.md
- fix-ui-audit.md
- docs/HANDOFF.md
- .agent/{plan,context}.md
2026-06-05 07:46:55 -07:00
admin a616138e7c docs(review): Sprint 6 verification log + plan/handoff/audit updates
Sprint 6 (F3 + F4) is now documented across the project:

- Review/sprint6-verification.md: new deploy + smoke-check doc.
  Backend + frontend deploy (no migration). 5 smoke-check
  sections: A) ShoppingList bulk-add end-to-end, B) F3 partial-
  failure edge case, C) F4 'Plan the week' button + dropdown,
  D) F4 edge cases (no empty slots, all recipes used, invalid
  meal_types), E) Sprints 1-5 regression spot-check. Rollback
  section covers revert (no migration to undo).

- fix-ui-audit.md: new Sprint 6 section (S6.1 F3, S6.2 F4,
  S6.3 verification gate). 'Done when' block updated to 6
  sprints / 10 commits / 20 findings closed.

- Review/handoff-ui-audit.md: updated to a 6-sprint cycle. TL;DR
  table includes the 8ad4ef6 row. File list includes sprint6-
  verification.md. File-level diff summary gains 8 new rows for
  Sprint 6 (F3 backend + F4 backend + 3 new schemas + 2 api
  bindings + 2 page changes). §Future list now strikethroughs
  F3 and F4. Follow-up tickets section added: the no-op
  'Generate Meal Plan' empty-state CTA, the (now-narrower) Pantry
  bulk-add ticket, and the 'Sprints 2-5 + Sprint 6 separate
  batch' deploy note.

- Review/ui-nielsen-audit.md: new Sprint 6 status block at the
  top. F3 + F4 documented with the design-decision context
  (ShoppingList-only scope; dropdown for All/Dinners; partial-
  success with detailed report).

- docs/HANDOFF.md: Last-updated line bumped to 6 sprints / 10
  commits / 20 findings / 6 §Future items. Header commit list
  gains the 8ad4ef6 row. New 'Sprint 6' subsection in the
  2026-06-04 session block. Commit table gained the 8ad4ef6 row.
  Files-modified + Files-added lists updated.

No code changes; the 3 pre-existing WIP files (backend/app/api/
recipes.py, schemas/recipe.py, nginx/nginx.conf) are deliberately
not staged.
2026-06-04 14:05:51 -07:00
admin 2029e80c5a docs(review): Sprint 5 verification log + plan/handoff/audit updates
Sprint 5 (F5 + F2 + 0015 cast fix) is now documented across the project:

- Review/sprint5-verification.md: new deploy + smoke-check doc.
  Backend + frontend deploy (one batch with Sprints 2-4). Migration
  0015 MUST be run as part of this deploy (the cast fix is what
  makes it runnable). 7 smoke-check sections: A) curl tests for
  ?week_start=, B/C/D) URL week nav on Dashboard and Shopping List
  with query-key isolation, E) keyboard shortcut matrix, F) post-
  migration canonical-aisle verification query, G) Sprints 1-4
  regression spot-check. Rollback section covers reverts + the
  persist_aisle_backup recovery path.

- fix-ui-audit.md: new Sprint 5 section (S5.0 critical 0015 fix,
  S5.1 F5 implementation, S5.2 F2 implementation, S5.3 verification
  gate). 'Done when (overall)' block updated to 5 sprints + 9
  commits + 18 findings closed + the 0015 fix unblocks Sprint 2.

- Review/handoff-ui-audit.md: updated to a 5-sprint cycle. TL;DR
  table includes the d78bd18 + f740f40 rows with the CRITICAL 0015
  fix callout. file-list includes the new sprint5-verification doc.
  file-level diff summary gains 16 new rows (S5 backend + frontend +
  0015 + hooks/components). §Future list now strikethroughs F2 and
  F5. Quick-start deploy commands list Sprints 2-5 as a single
  batch (backup → migrate → rebuild backend + frontend).

- Review/ui-nielsen-audit.md: new Sprint 5 status block at the
  top. F5 + F2 + the 0015 fix all documented. Cross-ref to
  Review/sprint5-verification.md.

- docs/HANDOFF.md: Last-updated line bumped to 5 sprints / 9
  commits / 18 findings / with the 0015 fix CRITICAL callout.
  Header commit list gains the two Sprint 5 commits. New 'Sprint
  5' subsection in the 2026-06-04 session block. Commit table
  gained the d78bd18 + f740f40 rows. Files-modified list now
  includes all 5 sprints' changes. New 'Files added by Sprint 5'
  subsection for the 3 new files in hooks/ + components/.

No code changes; the 3 pre-existing WIP files (backend/app/api/
recipes.py, schemas/recipe.py, nginx/nginx.conf) are deliberately
not staged.
2026-06-04 12:42:54 -07:00
admin 62dfc1eb4a docs(review): Sprint 4 verification log + plan/handoff/audit updates
Sprint 4 (F7 + F6) is now documented across the project:

- Review/sprint4-verification.md: new 100-line deploy + smoke-check
  doc. Frontend-only deploy (git pull + docker compose up -d --build
  frontend). 5 smoke-check tables: A) success toasts still work for
  all 11 actions, B) error path shows FastAPI detail (network-down
  is the easiest test; full Pydantic 422 verification via curl +
  DevTools 'Edit and resend'), C) pre-flight toasts still fire
  without a network call, D) plan-status Badge has correct
  aria-label in DevTools, E) Sprint 1-3 regression spot-check.
  Includes rollback instructions (single-commit revert).

- fix-ui-audit.md: new Sprint 4 section with full per-task notes
  (S4.1 F7 implementation details, S4.2 F6 aria-label, S4.3
  verification gate). 'Done when (overall)' block updated to 4
  sprints + 7 commits + 16 findings closed. No new commit in
  fix-ui-audit.md for the F8/F9 §Future addendum (those are noted
  in Review/handoff-ui-audit.md but live in the doc/proposals/
  tree, not in the UI-audit plan).

- Review/handoff-ui-audit.md: updated to a 4-sprint cycle. TL;DR
  table includes the d71b67a row, file-list includes the new
  verification doc, file-level diff summary gains 5 new rows for
  Sprint 4, §Future list now strikethroughs F6 and F7, and the
  Quick-start deploy commands list Sprint 4.

- Review/ui-nielsen-audit.md: new Sprint 4 status block at the
  top with the F7/F6 changes, the no-backend-changes note, and
  a cross-ref to the new verification log.

- docs/HANDOFF.md: Last-updated line bumped to 4 sprints / 7
  commits / 16 findings. New 'Sprint 4' subsection in the
  2026-06-03 session block. Commit table gained the d71b67a row.
  Files-modified list gained the lib/toast.tsx, App.tsx, and
  three pages changes for Sprint 4 (with B-tags preserved).

No code changes; the 5 pre-existing WIP files (backend/app/api/
meals.py, recipes.py, schemas/recipe.py, frontend/src/api/index.ts,
nginx/nginx.conf) are deliberately not staged.
2026-06-03 19:39:35 -07:00
admin 83d8c700a5 docs(handoff): bring project handoff up to date for 2026-06-03
- Update 'Last commits before handoff' list with the four UI-audit
  commits (f3e4a44, ccc70aa, f5fb755, e90a9d6) plus the handoff doc
  itself (427d8ac) and the docs commit (36038bb).
- Bump handoff date from 2026-05-14 to 2026-06-03 and add a cross-ref
  to the focused Review/handoff-ui-audit.md so a fresh agent can
  choose which doc to start with.
- New 'Last updated' line summarizes the UI-audit cycle (Sprint 1
  deployed; Sprints 2 and 3 awaiting deploy; migration 0015 not yet
  run on prod).
- Add a 'New session: 2026-06-03' section with the commit table, the
  Sprint 2 deploy commands (including the container-based psql
  incantations since the deployment host has no host psql), the
  Tailscale dev-vs-deploy gotcha, the .gitignore/lib/ quirk, and the
  file-level add/modify summary for the UI-audit work.
- Correct the 'Current open proposals' line under 'Final words' — the
  feedback-driven discovery proposal still awaits user approval; it
  is NOT implemented and verified.
2026-06-03 19:02:07 -07:00
admin dcdb88595e docs: document unit conversion implementation
- Update implementation-plan.md: mark unit conversion complete
- Update HANDOFF.md: add session notes for 2026-05-24 unit conversion
- Update README.md: list Unit Conversion as a feature
2026-05-24 15:34:16 -07:00
admin 3885d7d0dc feat: feedback-driven recipe discovery (auto-ingest via Spoonacular)
CI / frontend (build) (push) Has been cancelled
CI / backend (pytest + alembic) (push) Has been cancelled
2026-05-24 13:17:39 -07:00
admin f7ed10651b feat: Phase 8 Feedback UI + API endpoints
- New backend/app/api/feedback.py: GET/POST for meal_plan_item feedback
- MealDetail.tsx: star rating, never-suggest checkbox, reason dropdown,
  free-text comments, displays saved feedback
- frontend/src/api/index.ts + types: feedback API + TypeScript interface
- backend/app/schemas/__init__.py: model_validator maps qty→quantity for
  RecipeIngredient (fixes Pydantic validation on recipe JSONB)
- docs/HANDOFF.md: mark Phase 8 complete, update file map and date
2026-05-14 09:54:25 -07:00
adminandClaude Sonnet 4.6 e618b2bd5a docs: update HANDOFF for 2026-05-12 session
Spoonacular enrichment, LLM matcher, plural normalization, email confirmed polished.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-12 11:43:34 -07:00
adminandClaude Sonnet 4.6 a98f0dc1cb docs: update HANDOFF.md for 2026-05-10 session
Covers all changes from this session:
- MVP login + auth gating (Login page, 401 interceptor, Sign out)
- nginx DNS resolver fix + port 8081
- Vote email: ingredient list + collapsible cooking steps
- Shopping list: per-meal sections, current_price fix
- Matcher full rewrite: ingredient-centric, precision×recall scoring,
  exclusion words, min precision floor, exact-name fast path, limit 100
- Scraper: save priceless produce items (garlic, lime, etc.)
- Infrastructure notes: DB user, module caching, admin API auth header
- Next moves: Spoonacular enrichment + Ollama LLM matcher

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-10 20:55:27 -07:00
admin 0d70fb118d docs: refresh HANDOFF + ORIENTATION for Phase 6 completion 2026-05-08 21:46:04 -07:00
admin b551707267 docs: refresh HANDOFF + ORIENTATION for Phase 5 completion 2026-05-07 11:09:41 -07:00
adminandClaude Opus 4.7 dc01a0fefb docs: refresh HANDOFF + ORIENTATION for fresh-agent pickup
Bring docs in line with the post-AM-6 state so a fresh agent can pick
up cleanly without first reconciling stale numbers:

- pytest count: 88/59/31 → 92 across all references
- live scrape: 9,960 rows / 36s → 9,980 rows / 44s (latest run, 2026-05-06)
- migrations applied: 0001-0005 → 0001-0007 in both docs
- verification gate updated with auto-minted JWT detail and the 29,779
  ingredient_grocery_match rows produced post-scrape
- "What is real" / Backend: added swiftly_auth.py bullet describing
  get_token() / mint_anonymous_token() / cache semantics + the
  10,928-item live verification
- file map: added services/swiftly_auth.py, services/matcher.py,
  services/planner/, mentioned scraper_service runs matcher post-scrape
- file map: alembic versions 0001 → 0007, tests/ count = 92, marked
  config.py as no-longer-carrying SWIFTLY_BEARER_TOKEN
- spec map line for swiftly-token-auto-mint: "next-up" → "Implemented"

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-06 15:50:14 -07:00
adminandClaude Opus 4.7 95b8e0c1b5 feat: AM-3..AM-6 strip SWIFTLY_BEARER_TOKEN env var, delete superseded script, refresh docs
AM-3: SWIFTLY_BEARER_TOKEN removed from .env.example, .env.test (local),
docker-compose.yml service env, and Settings (backend/app/config.py).
The scraper docstring is updated to reflect the auto-mint path.

AM-4: scripts/refresh_swiftly_token.py (commit ccfb38a, seleniumbase
click-through capture) deleted; superseded by swiftly_auth.py.

AM-5: docs refreshed.
- spec status header → "Implemented 2026-05-06" with live-verification
  evidence
- HANDOFF.md TL;DR + caveats #2/#3 collapsed; replaced with the
  auto-mint failure-modes caveat; "Suggested next move" rewritten
  pointing to Phase 5 orchestration; file-map and last-updated touched
- ORIENTATION.md env-var section updated (no bearer var) + footer

AM-6 verification gate (run 2026-05-06):
- pytest -q tests/ → 92/92 green (88 prior + 4 new swiftly_auth)
- POST /api/admin/scrape → status=success, items_scraped=10928 in 44s
- grocery_item rows: 9980 (after dedup-by external_id)
- ingredient_grocery_match rows: 29779 (matcher post-hook populated)
- Container env confirmed clean of SWIFTLY_BEARER_TOKEN

The system now scrapes, matches, and generates plans without any
operator-managed credential. Live JWT lifecycle: Firebase REST anon
signUp → cache for ~55min → re-mint as needed.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-06 15:47:15 -07:00
adminandClaude Opus 4.7 b4d92c07af docs: embed AM-1..AM-6 task list in HANDOFF.md for fresh-agent pickup
Breaks the auto-mint spec into 6 ordered, sized tasks with an explicit
halt-for-approval boundary at AM-2 (live scrape verification before
removing the env var). Restates the verified prerequisites (config.json
publicly readable; Firebase signUp returns valid JWT with proper headers;
Swiftly accepts the minted token) so a fresh agent doesn't have to
re-discover them.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-06 11:08:53 -07:00
adminandClaude Opus 4.7 b523c58e77 docs: design Swiftly token auto-mint and queue it as next implementation pass
Discovery: luckysupermarkets.com/config.json is publicly readable and
exposes firebaseApiKey. With proper Origin/Referer headers, Firebase
Identity Toolkit's anonymous-signup REST endpoint mints the same JWT
shape (iss=swiftly-lu-prod, aud=swiftly-lu-prod, anon provider, 3600s
TTL) that Swiftly accepts. Verified end-to-end on 2026-05-06.

This eliminates the manual hourly token-capture toil and supersedes
the seleniumbase-based scripts/refresh_swiftly_token.py (commit
ccfb38a) which had partial UI selector issues.

- New spec: docs/specs/2026-05-06-swiftly-token-auto-mint.md
- HANDOFF.md TL;DR refreshed (Phase 9 shipped); caveat #2 + #3
  rewritten to point to the auto-mint redesign; suggested-next-move
  reordered to put the redesign first
- ORIENTATION.md env-var section flags SWIFTLY_BEARER_TOKEN as
  scheduled-for-removal; "Where to look" lists both specs;
  last-updated footer refreshed

Implementation deferred — this commit captures the design and routing
only. Estimated 2-3 hours of focused work to ship per the spec.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-06 10:54:01 -07:00
admin 479f2f3b45 docs: phase 9 complete - planner algorithm shipped 2026-05-06 09:17:15 -07:00
admin bd0e34d7e1 docs: thin phase 4 complete; refresh ORIENTATION + HANDOFF 2026-05-06 06:36:36 -07:00
adminandClaude Opus 4.7 c953111395 docs: refresh ORIENTATION + HANDOFF after r1+r2 recovery and r3-0
Updates ORIENTATION.md and HANDOFF.md to reflect actual state as of
commit 8e89f79: phases 1/2/3/7 complete (verified, not just claimed),
phases 4/5/6/8/9/10/11 not started. Documents the auth model, the
bootstrap login hatch, the SWIFTLY_BEARER_TOKEN expiration handling,
the Swiftly JSON API ingestion path that replaced Playwright, the
canonicalized API paths, and the verification commands to reproduce
the 31/31 pytest gate locally and in CI.

HANDOFF.md is intended for fresh agents and points at .agent/
phase-summaries for the per-phase write-ups. Surfaces 10 caveats and
traps the next agent will hit if they skim, and recommends Phase 9
(meal-planner generation algorithm) as the next move.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-05 14:41:19 -07:00
admin b9434967ed docs: add HANDOFF.md for new agent takeover 2026-05-04 20:59:27 -07:00