2026-07-26 Atlas Notes Convention Audit and Triage

What I set out to do

Audit all 145 notes in Atlas/Notes/ against the atomic-note convention (README 0017: claim-as-API titles, 50-250 word prose, 0-3 theme tags) and triage the ~60% that didn’t fit.

What I actually did

Full audit, then triage by bucket. Roughly 68 notes left Atlas/Notes/:

All moved notes got normalized frontmatter (type-tag first, ≤3 tags, dates filled). Backlinks were checked before every rename; only three needed patching.

What was striking

Pleasant surprises cut both ways: Dimensions of LLM Quality and Embedding Models looked like topic dumps from their titles but were excellent prose notes, while Graph Algorithms looked like a MOC candidate but turned out to be an already-mined husk. Title-level auditing misclassifies in both directions; reading before disposing was worth it. Also: case-only renames on APFS need a two-step move.

Follow-ups

  • Lightbulb Standards (References) self-describes as unverified ChatGPT output; verify or delete.
  • The four term-titled CSS notes kept in Atlas/Notes/ (Custom Properties, Stacking Context, Design Tokens, Feature Detection) share the study-pack body style; prose-ify opportunistically.
  • Possible merge: LLM Pairwise Preference Judging and LLM as a Judge for Preference Annotation overlap.

2026-07-26 Coffee Brewing Notes Restructure, Graph Algorithms, LeetCode Tree Problem Error Patterns