ietf-draft-analyzer

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Author	SHA1	Message	Date
Christian Nennemann	6e3a387778	Idea quality pipeline, web UI features, academic paper - 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>	2026-03-06 22:17:57 +01:00
Chris Nennemann	be9cf9c5d9	v0.2.0: visualizations, interactive browser, arXiv paper, gap analysis New features: - 12 interactive visualizations (ietf viz): t-SNE landscape, similarity heatmap, score distributions, timeline, bubble explorer, radar charts, author network graph, category treemap, quality vs overlap, org bar chart, ideas chart, and interactive draft browser - Interactive draft browser (browser.html): filterable by category, keyword, score sliders with sortable table and expandable detail rows - arXiv paper (paper/main.tex): 13-page manuscript with all findings - Gap analysis: 12 identified under-addressed areas - Author network: collaboration graph, org contributions, cross-org analysis - Draft generation from gaps (ietf draft-gen) - Auto-load .env for API keys (python-dotenv) New modules: visualize.py, authors.py, draftgen.py New reports: timeline, overlap-matrix, authors, gaps New deps: plotly, matplotlib, seaborn, scipy, scikit-learn, networkx, python-dotenv Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-28 13:37:55 +01:00

Author

SHA1

Message

Date

Christian Nennemann

6e3a387778

Idea quality pipeline, web UI features, academic paper

- 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>

2026-03-06 22:17:57 +01:00

Chris Nennemann

be9cf9c5d9

v0.2.0: visualizations, interactive browser, arXiv paper, gap analysis

New features:
- 12 interactive visualizations (ietf viz): t-SNE landscape, similarity
  heatmap, score distributions, timeline, bubble explorer, radar charts,
  author network graph, category treemap, quality vs overlap, org bar chart,
  ideas chart, and interactive draft browser
- Interactive draft browser (browser.html): filterable by category, keyword,
  score sliders with sortable table and expandable detail rows
- arXiv paper (paper/main.tex): 13-page manuscript with all findings
- Gap analysis: 12 identified under-addressed areas
- Author network: collaboration graph, org contributions, cross-org analysis
- Draft generation from gaps (ietf draft-gen)
- Auto-load .env for API keys (python-dotenv)

New modules: visualize.py, authors.py, draftgen.py
New reports: timeline, overlap-matrix, authors, gaps
New deps: plotly, matplotlib, seaborn, scipy, scikit-learn, networkx, python-dotenv

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-28 13:37:55 +01:00

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