Files
PocketVeto/PocketVeto — Feature Roadmap.md
Jack Levy 2e2fefb795 feat: per-user notifications (ntfy + RSS), deduplicated actions, backfill task
Notifications:
- New /notifications page accessible to all users (ntfy + RSS config)
- ntfy now supports no-auth, Bearer token, and HTTP Basic auth (for ACL-protected self-hosted servers)
- RSS enabled/disabled independently of ntfy; token auto-generated on first GET
- Notification settings removed from admin-only Settings page; replaced with link card
- Sidebar adds Notifications nav link for all users
- notification_dispatcher.py: fan-out now marks RSS events dispatched independently

Action history:
- Migration 0012: deduplicates existing bill_actions rows and adds UNIQUE(bill_id, action_date, action_text)
- congress_poller.py: replaces existence-check inserts with ON CONFLICT DO NOTHING (race-condition safe)
- Added backfill_all_bill_actions task (no date filter) + admin endpoint POST /backfill-all-actions

Authored-By: Jack Levy
2026-03-01 12:04:13 -05:00

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## Roadmap
- [x] Docker Stack — PostgreSQL, Redis, FastAPI, Celery, Next.js, Nginx fully containerized
- [x] Bill Polling — Congress.gov incremental sync every 30 min, filtered to legislation that can become law
- [x] Document Fetching — GovInfo bill text retrieval with smart truncation for token budgets
- [x] LLM Analysis — Multi-provider AI briefs (OpenAI, Anthropic, Gemini, Ollama) with amendment diffing
- [x] News Correlation — NewsAPI + Google News RSS articles linked to bills via topic tags
- [x] Trend Scoring — Composite zeitgeist score (0100) from NewsAPI + Google News + Google Trends, nightly
- [x] Full-text Search — PostgreSQL tsvector search across bills and members
- [x] Follows — Per-user follows for bills, members, and topics
- [x] Dashboard — Personalized feed + trending bills
- [x] Multi-user Auth — JWT email/password auth, admin role, user management panel
- [x] Admin Panel — LLM provider switching, pipeline stats, manual task triggers
- [x] Citations — Every AI brief key point and risk cites the section + verbatim quote from bill text
- [x] Citation UI — § chips expand inline to show quote + GovInfo source link
- [x] Party Badges — Solid red/blue/slate badges readable in light and dark mode
- [x] Nginx DNS Fix — Resolver directive prevents stale-IP 502s after container restarts
- [x] Sponsor Linking — Poller fetches bill detail for sponsor; backfill task fixes existing bills
- [x] Member Search — "First Last" and "Last, First" both match via PostgreSQL split_part()
- [x] Search Spaces — Removed .trim() on keystroke that ate spaces in search inputs
- [x] Mobile UI — Responsive layout: sidebar collapses, cards stack, touch-friendly controls
- [x] Member BIO & Photo — Display member headshots (photo_url already stored, not yet shown in UI)
- [x] Bill Action Fetching — BillAction table populated via Congress.gov actions endpoint; nightly batch + event-driven on bill change
- [x] What Changed (Amendment Briefs) — BriefPanel surfaces amendment briefs with "What Changed" badge and collapsible version history
- [x] Source Viewer — "View source" link in § citation popover opens GovInfo document in new tab (Option A; Option B = in-app highlighted viewer deferred pending UX review)
- [x] Admin Reprocess — POST /api/admin/bills/{bill_id}/reprocess queues document + action fetches for a specific bill
- [x] LLM Model Picker — live model list fetched from each provider's API; custom model name fallback
- [x] Admin Health Panel — bill pipeline breakdown table, external API health tests with latency, manual controls with status dots + task polling
- [x] Chamber Badges — amber/gold for Senate, slate/silver for House; applied on bill cards and detail pages
- [x] Action History Fallback — shows latest_action_date/text while full history loads; full timeline once fetched
- [x] Backfill All Actions — admin task to fetch action history for all pre-existing bills
- [x] Notifications (Phase 1) — ntfy dispatch, RSS feed, per-user settings UI, 5-min dispatcher beat task
- [x] Brief Regeneration UI — admin button to delete existing briefs for a bill and re-queue LLM processing. Useful for improving citation/diff logic without a full re-poll. (Backend reprocess endpoint already exists.)
---
## To Do
---
### Phase 2 — High Impact *(can run in parallel after Phase 1)*
- [ ] **Change-driven Alerts** — emit `notification_event` from poller/document fetcher on material changes: new doc version, substitute text, committee report, vote scheduled/result. Filter out procedural-only action text. Fan out to ntfy + RSS.
- [ ] **Fact vs Inference Labeling** — add `label: "cited_fact" | "inference"` + optional `confidence` field to each `key_point` and `risk` in the LLM JSON schema. Prompt engineering change + BillBrief schema migration. UI: small badge on each bullet (no color politics — neutral labels only).
---
### Phase 3 — Personal Workflow
- [ ] **Collections / Watchlists**`collections` (id, user_id, name, slug, is_public) + `collection_bills` join table. UI to create/manage collections and filter dashboard by collection. Shareable via public slug URL (read-only for non-owners).
- [ ] **Personal Notes**`bill_notes` table (user_id, bill_id, content, stance, tags, pinned). Shown on bill detail page. Private; optionally pin to top of the bill detail view.
- [ ] **Shareable Links** — UUID token on briefs and collections → public read-only view, no login required. Same token system for both. No expiry by default. UUID (not sequential) to prevent enumeration.
- [ ] **Weekly Digest** — Celery beat task (weekly), queries followed bills for changes in the past 7 days, formats a low-noise summary, dispatches via ntfy + RSS.
---
### Phase 4 — Accountability
- [ ] **Votes & Committees** — fetch roll-call votes and committee referrals/actions from Congress.gov. New `bill_votes` table. UI: timeline entries for committee actions (already partially populated from bill actions) + vote results filterable by followed members and topics.
- [ ] **Member Effectiveness Score** — nightly Celery task; transparent formula: sponsored bills count, bills advanced through stages, co-sponsored, committee participation, "bills enacted" metric. Stored in `member_scores` table. Displayed on member profile with formula explanation.
- [ ] **Representation Alignment View** — for each followed member, show how their votes and actions align with the user's followed topics. Based purely on followed members (no ZIP/district storage). Neutral presentation — no scorecard dunking.
---
### Phase 5 — Polish *(slot in anytime, independent)*
- [ ] **Search Improvements** — filters on global search (bill type, status, chamber, date range); search within a member's sponsored bills; topic-scoped search.
- [ ] **Desktop View** — wider multi-column layout optimized for large screens (sticky sidebar, expanded grid, richer bill detail layout).
- [ ] **first_name / last_name Backfill** — Celery task to populate empty first/last from stored "Last, First" `name` field via split.
---
### Later / Backlog
- [ ] **Notification Channels v2** — email (SMTP), Discord webhook, Telegram bot (after ntfy + RSS v1 ships)
- [ ] **Source Viewer Option B** — in-app bill text viewer with cited passage highlighted and scroll-to-anchor. Deferred pending UX review of Option A (GovInfo link).
- [ ] **Raw Diff Panel** — Python `difflib` diff between stored document versions, shown as collapsible "Raw Changes" below amendment brief. Zero API calls. Deferred — AI amendment brief is the primary "what changed" story.
- [ ] **Shareable Collection Subscriptions** — "Follow this collection" mechanic so other users can subscribe to a public collection and get its bills added to their feed.
- [ ] Pocket Veto mode (follow stance) — toggle on a bill to treat it as “I dont want this to pass”; adds to watchlist and triggers milestone alerts (committee report-out, calendared, vote scheduled, passed chamber, etc.)
- [ ] Pocket Veto notification rules — alert only on advancement milestones + failure outcomes (failed committee / failed floor / stalled)
- [ ] Follow modes — support Neutral (normal follow) + Pocket Veto now; optional Pocket Boost later
- [ ] UI: FollowButton becomes FollowMode selector (Neutral / Pocket Veto) with explanation tooltip
### PocketVeto function
#### How it should work (so its useful and not cringey)
Instead of “follow/unfollow,” each bill gets a **Follow Mode**:
- **Follow** (neutral): “Keep me posted on meaningful changes.”
- **Pocket Veto** (oppose): “Alert me if this bill is advancing toward passage.”
- (Optional later) **Pocket Boost** (support): “Alert me when action is needed / when its in trouble.” also suggest an action the user can take to let their representatives know that you support this bill.
For Pocket Veto specifically, the key is **threshold alerts**, not spam:
- **Committee referral**
- **Committee hearing scheduled**
- **Markup scheduled**
- **Reported out of committee**
- **Placed on calendar**
- **Floor vote scheduled**
- **Passed chamber**
- **Conference / reconciliation activity**
- **Sent to President**
- **Signed / Vetoed**
And the “failed” side:
- **Failed in committee**
- **Failed floor vote**
- **Stalled** (no action for X days while similar bills move)
#### Why its valuable for “normal people”
Most people dont want to follow politics continuously. They want:
- “Tell me if the bad thing is about to happen.”
Thats exactly what Pocket Veto mode does.
#### Guardrail to keep it non-partisan / non-toxic
Make it explicit in UI copy:
- Its a **personal alert preference**, not a moral label.
- It doesnt publish your stance unless you share it.
#### Data model addition (simple)
Add fields to `follows` (or a new table):
- `follow_mode`: `neutral | pocket_veto | pocket_boost`
- `alert_sensitivity`: `low | medium | high` (optional)
Then alert rules can be:
- neutral: material changes
- pocket_veto: only “advancing toward passage” milestones
- pocket_boost: “action points” + milestones