Resource Discovery Report — 2026-07-07

1. What changed

• Swept committed sources (resources/SOURCES.md) plus rotating RSS/url/repo sources against 40 entries already in the library.
• Second consecutive run (dedupe verification). Same rotating queries as run #1 to prove the state file suppresses re-proposal.
• No new candidate items since the previous recorded state.

2. Evidence / source links

• Each candidate above links to the fetched URL or repo-relative file path.
• Library dedupe source: /persisted/repos/loopmaster.ai/.worktrees/t_1266994d/resources/resources.yaml
• Loop state file: .loopmaster/state/resource-discovery.json

3. Recommended action

• Score each candidate against resources/RUBRIC.md (five dimensions, 0–2 each).
• Open a review-only proposal (PR or kanban card) with ready-to-merge YAML for candidates scoring ≥7 with no dimension at 0.
• Record at least one rejected candidate in the proposal to prove the rubric has teeth.
• Do not merge proposed entries into resources/resources.yaml without human approval.

4. Confidence and risk

• Confidence: medium for fetch/dedupe; rubric scoring and inclusion remain a human-or-reviewer judgment call.
• Risk: source pages can change after fetch; candidates are proposals, not inclusions. Re-score on merge if the content has drifted.

5. Autonomy / approval status

• Autonomous action taken: wrote this report and updated dedupe state.
• Human approval required before merging proposed entries into resources/resources.yaml, public publishing, product direction changes, or credential changes.

Fetch errors

• Anthropic news: HTTP Error 404: Not Found
• LangChain blog: not well-formed (invalid token): line 1, column 2326
• Andrew Ng / DeepLearning.AI The Batch: HTTP Error 404: Not Found
• Eugene Yan: HTTP Error 404: Not Found
• OpenAI research index: HTTP Error 403: Forbidden