Each cluster card now shows draft count badge and up to 5 linked draft
titles with clickable links to draft detail pages. Data collected from
member nodes' draft lists during cluster detection.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Search results (FTS5 + Ollama embeddings) are shown immediately at no
cost. AI synthesis via Claude is behind a "Synthesize" button that the
user must explicitly click. Results are cached permanently so repeat
visitors never trigger API calls.
- Split ask into search_only() (free) and ask() (paid, cached)
- GET /ask now uses search_only — no Claude tokens spent
- POST /api/ask/synthesize triggers Claude (Haiku, ~$0.001)
- Cached answers shown with "cached" badge, no re-generation
- Template shows sources immediately + optional synthesize button
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Clicking an author in the network graph opens /drafts?q=AuthorName
but search only checked draft name/title/summary. Now also matches
against author names via a JOIN on draft_authors + authors tables.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Raise co-authorship threshold from 1 to 2 shared drafts (498→156 nodes)
- Tune D3 force parameters for large graphs: capped link strength,
wider distance, adaptive charge, lower velocity decay
- Add initial circular layout to prevent explosion on load
- Fix cluster highlighting with fallback name matching and
position validation before zoom-to-fit
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Fix RFC URLs with leading zeros (rfc0020 -> rfc20) via int filter
- Draft refs: internal link for drafts in our DB, Datatracker for external
- BCP refs: link to rfc-editor.org/info/bcpN
- Add DB connection teardown (@app.teardown_appcontext)
- Fix JS syntax error in gap_demo.html (HTML-escaped string in script tag)
- Add URL encoding to all query params in drafts.html and draft_detail.html
- Fix variable shadowing of Flask's g import in gaps_demo()
- Add None safety for ideas search data attribute
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Tighten idea extraction prompts (1-4 ideas, no sub-features) reducing
1,907 ideas to 468 across 434 drafts (78% reduction)
- Add embedding-based dedup (ietf dedup-ideas) for same-draft similarity
- Add novelty scoring (ietf ideas score) and filtering (ietf ideas filter)
using Claude to rate ideas 1-5, removing 49 generic building blocks
- Final count: 419 high-quality ideas (avg 1.1/draft)
- Web UI: gap explorer with live draft generation and pre-generated demos
- Web UI: D3.js author collaboration network (498 nodes, 1142 edges,
68 clusters, org filtering, interactive zoom/pan)
- Academic paper: 15-page LaTeX workshop paper analyzing the 434-draft
AI agent standards landscape
- Save improvement ideas backlog to data/reports/improvement-ideas.md
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
