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docs: application notes for published memnet-llm==0.19.5 honesty c - #152

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docs: application notes for published memnet-llm==0.19.5 honesty c#152
chouswei merged 1 commit into
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@chouswei chouswei commented Sep 7, 2026

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Application notes catch-up for published memnet-llm==0.19.5 honesty c (SHAPE_DROP_KEYS). Docs only — no package bump, no code, no republish.

Matches LLM-GUIDE wording: Product 0.19.5; Hatch 0.19.5; published PyPI memnet-llm==0.19.5. 1.0 stays unclaimed.

Files

  • docs/application-notes/README.md — banner 0.19.5 + shared-contract honesty line (hid / _memnet_hid / elementId / nickname id off shaped emit); leftover --anchor / copy-id MUST NOTs kept; pointer to honesty audit, LLM-GUIDE, CHANGELOG 0.19.5.
  • docs/application-notes/system/llm-build-on-memnet.md — install line 0.19.5; skill teach is cue then pin_map + pattern mutate from labels/properties (not copy-id / leftover --anchor).
  • docs/application-notes/system/llm-system-dev-multitask.md — workers copy locators/cue from the shaped slice, not nickname ids.
  • docs/application-notes/examples/inverting-amplifier-gql-case-study.mdlocators=['id=CST_U1'] framed as property cue; illustrative shaped emit without nickname id on the wire.

Domain notes that already name leftover --anchor leftover were left unchanged.

CI

test (3.12) passed. test (3.11) failed on pre-existing timing asserts in tests/test_efficiency.py (list_records where-scan budgets, ~2.1–2.3 s vs 2.0 s). This PR does not change engine code; those tests are unrelated to the application-notes edit.

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Bump app-notes index and builder install to Hatch/PyPI memnet-llm==0.19.5.
Teach SHAPE_DROP_KEYS (no hid/elementId/nickname id on shaped pin_map)
and cue by labels+properties instead of copy-id / leftover --anchor.

Co-authored-by: chouswei <chouswei@users.noreply.github.com>
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chouswei merged commit 5d7f84c into master Sep 7, 2026
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chouswei deleted the cursor/app-notes-0195-honesty-c-0227 branch September 7, 2026 05:00
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