v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series

Gap-to-Draft Pipeline (ietf pipeline):
- Context builder assembles ideas, RFC foundations, similar drafts, ecosystem vision
- Generator produces outlines + sections using rich context with Claude
- Quality gates: novelty (embedding similarity), references, format, self-rating
- Family coordinator generates 5-draft ecosystem (AEM/ATD/HITL/AEPB/APAE)
- I-D formatter with proper headers, references, 72-char wrapping

Living Standards Observatory (ietf observatory):
- Source abstraction with IETF + W3C fetchers
- 7-step update pipeline: snapshot, fetch, analyze, embed, ideas, gaps, record
- Static GitHub Pages dashboard (explorer, gap tracker, timeline)
- Weekly CI/CD automation via GitHub Actions

Also includes:
- 361 drafts (expanded from 260 with 6 new keywords), 403 authors, 1,262 ideas, 12 gaps
- Blog series (8 posts planned), reports, arXiv paper figures
- Agent team infrastructure (CLAUDE.md, scripts, dev journal)
- 5 new DB tables, schema migration, ~15 new query methods

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

data/reports/refs.md

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+# Cross-Reference Report: Standards Foundation of the AI Agent Ecosystem
+*Generated 2026-03-03 19:59 UTC — 360 of 361 drafts analyzed, 4231 total references (2443 RFC, 698 draft, 1090 BCP)*
+
+## Most-Referenced RFCs
+
+These are the standards building blocks of the IETF AI/agent ecosystem.
+
+| # | RFC | Name | Referenced By |
+|--:|-----|------|-------------:|
+| 1 | RFC 2119 | Key words (MUST/SHALL/MAY) | 285 drafts |
+| 2 | RFC 8174 | Key words update | 237 drafts |
+| 3 | RFC 8446 | TLS 1.3 | 42 drafts |
+| 4 | RFC 6749 | OAuth 2.0 | 36 drafts |
+| 5 | RFC 9110 | HTTP Semantics | 34 drafts |
+| 6 | RFC 8126 |  | 26 drafts |
+| 7 | RFC 8259 | JSON | 26 drafts |
+| 8 | RFC 5280 |  | 22 drafts |
+| 9 | RFC 7519 | JWT | 22 drafts |
+| 10 | RFC 9052 | COSE | 20 drafts |
+| 11 | RFC 8949 |  | 19 drafts |
+| 12 | RFC 9528 |  | 19 drafts |
+| 13 | RFC 8392 | CWT | 18 drafts |
+| 14 | RFC 7515 | JWS | 16 drafts |
+| 15 | RFC 9000 |  | 16 drafts |
+| 16 | RFC 4648 |  | 14 drafts |
+| 17 | RFC 5234 |  | 14 drafts |
+| 18 | RFC 9334 |  | 14 drafts |
+| 19 | RFC 3986 | URIs | 13 drafts |
+| 20 | RFC 6241 |  | 13 drafts |
+| 21 | RFC 8610 |  | 13 drafts |
+| 22 | RFC 8615 |  | 13 drafts |
+| 23 | RFC 9053 |  | 12 drafts |
+| 24 | RFC 9309 |  | 12 drafts |
+| 25 | RFC 5869 |  | 11 drafts |
+| 26 | RFC 7252 | CoAP | 11 drafts |
+| 27 | RFC 8613 |  | 11 drafts |
+| 28 | RFC 8693 |  | 11 drafts |
+| 29 | RFC 7950 |  | 10 drafts |
+| 30 | RFC 9360 |  | 10 drafts |
+| 31 | RFC 0791 |  | 9 drafts |
+| 32 | RFC 1035 |  | 9 drafts |
+| 33 | RFC 3339 |  | 9 drafts |
+| 34 | RFC 6750 | OAuth Bearer | 9 drafts |
+| 35 | RFC 6838 |  | 9 drafts |
+| 36 | RFC 7030 |  | 9 drafts |
+| 37 | RFC 7748 |  | 9 drafts |
+| 38 | RFC 8415 |  | 9 drafts |
+| 39 | RFC 8785 |  | 9 drafts |
+| 40 | RFC 9449 | DPoP | 9 drafts |
+
+### Foundation Categories
+
+Grouping the most-referenced RFCs by function:
+
+- **Language/Conventions** (522 total refs): RFC 2119, RFC 8174
+- **Data Formats** (39 total refs): RFC 8259, RFC 3986
+- **HTTP** (34 total refs): RFC 9110
+- **Security/TLS** (42 total refs): RFC 8446
+- **OAuth/Identity** (92 total refs): RFC 6749, RFC 6750, RFC 7519, RFC 7515, RFC 9449
+- **IoT/Constrained** (49 total refs): RFC 9052, RFC 8392, RFC 7252
+
+## Most-Referenced Drafts
+
+These drafts are the most-cited within the AI/agent corpus itself.
+
+| # | Draft | Referenced By |
+|--:|-------|-------------:|
+| 1 | draft-ietf | 44 drafts |
+| 2 | draft-rosenberg-ai-protocols | 14 drafts |
+| 3 | draft-ietf-cose | 8 drafts |
+| 4 | draft-ietf-moq-transport | 7 drafts |
+| 5 | draft-ietf-oauth | 7 drafts |
+| 6 | draft-ietf-pquip | 7 drafts |
+| 7 | draft-ietf-tls | 7 drafts |
+| 8 | draft-ietf-core | 6 drafts |
+| 9 | draft-ietf-tls-hybrid-design | 5 drafts |
+| 10 | draft-irtf-nmrg-ai-challenges | 5 drafts |
+| 11 | draft-ietf-ace | 4 drafts |
+| 12 | draft-ietf-aipref | 4 drafts |
+| 13 | draft-ietf-lake | 4 drafts |
+| 14 | draft-ietf-lake-authz | 4 drafts |
+| 15 | draft-ietf-lamps-kyber-certificates | 4 drafts |
+| 16 | draft-ietf-moq | 4 drafts |
+| 17 | draft-ietf-pquip-pqt-hybrid-terminology | 4 drafts |
+| 18 | draft-irtf | 4 drafts |
+| 19 | draft-irtf-nmrg | 4 drafts |
+| 20 | draft-irtf-nmrg-network-digital | 4 drafts |
+
+## Drafts With Most References (most well-connected)
+
+| # | Draft | RFCs | Drafts | BCPs | Total |
+|--:|-------|-----:|-------:|-----:|------:|
+| 1 | draft-templin-intarea-aero2 | 68 | 10 | 5 | 83 |
+| 2 | draft-templin-6man-aero3 | 68 | 9 | 5 | 82 |
+| 3 | draft-templin-intarea-aero | 59 | 10 | 4 | 73 |
+| 4 | draft-ietf-anima-constrained-voucher | 44 | 14 | 4 | 62 |
+| 5 | draft-ietf-anima-brski-prm | 40 | 13 | 5 | 58 |
+| 6 | draft-ietf-ace-edhoc-oscore-profile | 33 | 14 | 5 | 52 |
+| 7 | draft-eggert-mailmaint-uaautoconf | 41 | 2 | 5 | 48 |
+| 8 | draft-ietf-mailmaint-pacc | 39 | 2 | 5 | 46 |
+| 9 | draft-mozleywilliams-dnsop-bandaid | 37 | 4 | 4 | 45 |
+| 10 | draft-ietf-lamps-e2e-mail-guidance | 26 | 11 | 4 | 41 |
+| 11 | draft-ietf-lake-app-profiles | 24 | 6 | 6 | 36 |
+| 12 | draft-ietf-ace-coap-est-oscore | 24 | 4 | 3 | 31 |
+| 13 | draft-sipos-dtn-bp-safe | 20 | 5 | 6 | 31 |
+| 14 | draft-ietf-tls-deprecate-obsolete-kex | 25 | 1 | 4 | 30 |
+| 15 | draft-lenders-core-dnr | 18 | 9 | 3 | 30 |
+| 16 | draft-cosmos-protocol-specification | 9 | 17 | 3 | 29 |
+| 17 | draft-ietf-emu-eap-edhoc | 20 | 5 | 3 | 28 |
+| 18 | draft-ietf-sshm-mlkem-hybrid-kex | 12 | 12 | 4 | 28 |
+| 19 | draft-ietf-lake-authz | 19 | 4 | 4 | 27 |
+| 20 | draft-templin-6man-mla | 16 | 7 | 3 | 26 |
+
+## Category-Specific RFC Dependencies
+
+What each category builds on:
+
+- **A2A protocols**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8446 (TLS 1.3)
+- **AI safety / guardrails / alignment**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 6749 (OAuth 2.0), RFC 8174 (Key words update)
+- **AI safety/alignment**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 7519 (JWT)
+- **Agent discovery / registration**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 6749 (OAuth 2.0)
+- **Agent discovery/reg**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8446 (TLS 1.3)
+- **Agent identity/auth**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8446 (TLS 1.3)
+- **Agent-to-agent communication protocols**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 6749 (OAuth 2.0)
+- **Autonomous netops**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 6241
+- **Autonomous network operations**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8986
+- **Data formats / semantics for AI interop**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 3986 (URIs)
+- **Data formats/interop**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8446 (TLS 1.3)
+- **Human-agent interaction**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 9110 (HTTP Semantics)
+- **Identity / authentication for AI agents**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 6749 (OAuth 2.0)
+- **ML traffic mgmt**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 9110 (HTTP Semantics)
+- **ML-based traffic management / optimization**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update)
+- **Model serving/inference**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8345
+- **Other AI/agent**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 8446 (TLS 1.3)
+- **Policy / governance / ethical frameworks**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 6749 (OAuth 2.0), RFC 8174 (Key words update)
+- **Policy/governance**: RFC 2119 (Key words (MUST/SHALL/MAY)), RFC 8174 (Key words update), RFC 6749 (OAuth 2.0)