Key Lessons Learned 483 -> 340 lines. Every law survives; only the essays
went. Port-before-cut census over the diff: 454 deleted lines, 0 orphaned
facts (every number still has a holder in the vault).
- Each lesson is now one bullet with the page that owns the detail.
- De-duplicated the page's own internal repeats: the layer-split law was
told twice (PCIe and ROCm sections), the FA-quants law twice more.
- CORRECTION, verified on dankclaw 2026-10-19: `GGML_CUDA_FA_ALL_QUANTS` is
deprecated upstream (master's ggml/cmake/common.cmake tells you to use
GGML_CUDA_FA_QUANTS=all), the successor's default pair list
`q4_0-q4_0;q8_0-q8_0;f16-f16;bf16-bf16` compiles the quantized-KV kernels
with the old flag OFF (master build-cuda cache: FA_ALL_QUANTS=OFF), and
neither llama tree references the old macro under ggml/src/ggml-cuda/.
The "required or prefill collapses ~12x" law is obsolete; the new law is
to read the CMakeCache pair list.
- frank-zealot: ported the three facts AGENTS.md alone carried, and verified
them against the host first — the 2026-10-18 13:16 cutover boot really did
load PTQ1_0 at `new slot, n_ctx = 133888` x3 (journal), the mmproj fit
check really printed 873.10 MiB against a 21,439 MiB projection, and the
warmup spread is 2.6 -> 1,258 t/s prefill.
- New tooling: scripts/check-okf.py (OKF v0.1 conformance linter) and
scripts/gen-vault-index.py (root index regenerated from frontmatter).
Co-Authored-By: omp <omq@openclaw.sh>