PWR-HYBRID-3/claude_memory
Dane Sabo cb69290714 claude_memory: session note for 2026-04-17 controllers + reach
Captures what landed, the model-validity / heatup / PID-vs-P findings,
why the quadratic Lyapunov barrier is fundamentally loose here (thin-
slab safety in anisotropic state space), why ReachabilityAnalysis.jl
needs state rescaling, and loose ends for the next session.

Hacker-Split: leave a clean handoff for Split's next wrap.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-17 12:53:06 -04:00
..

claude_memory/

Session notes and scratch knowledge that hasn't (yet) earned a place in a CLAUDE.md. Anything that leaves a context window uncaptured is lost forever — this folder exists so session-level insight doesn't evaporate.

Purpose

A Claude context window is finite. Anything an agent figures out in a session that isn't written down is gone when the session ends. The curated CLAUDE.md files hold stable, authoritative knowledge; this folder holds everything else that's still worth remembering.

Pattern

  • One file per session with non-trivial insight.
  • Filename: YYYY-MM-DD-short-topic.md. Date first so ls is chronological.
  • Freeform. Rough edges encouraged. Don't polish — capture.
  • At minimum, answer: what did we do, what did we decide, what surprised us, what's still open.
  • Cross-reference files you edited, alternatives you considered, dead-ends you hit.

What graduates vs. what stays

Three futures for a note in here:

  1. Graduates up into a CLAUDE.md (or docs/architecture.md, or a code comment) when the knowledge stabilizes and becomes authoritative. After graduating, consider deleting the note or leaving it as historical context.
  2. Stays here as historical context — useful for "why did we do X last month?" or "what have we already tried?"
  3. Gets deleted when it's no longer relevant (a fixed bug, an abandoned approach, a stale investigation).

The graduation step is a discipline, not automation. When you're finishing a session and think "a future agent needs this to avoid re-discovering it," ask: is this stable enough for a CLAUDE.md, or is it still forming?