docs: published wheel is memnet-llm==0.19.6

.cursor/skills/SKILL-GRAPH.md

@@ -2,7 +2,7 @@
 
 **Audience:** model. Wire SSOT: [memnet-format](memnet-format/SKILL.md) and `docs/grammar/gql-wire-profile.md`. Do **not** treat this file as the session graph.
 
-This folder **vendors** the MemNet stack. Hatch **0.19.6**; published PyPI remains **`memnet-llm==0.19.5`** until upload. Cue then `pin_map`; `find` if ego unknown. **GQL only.** Package SemVer `a.b.c` (claim / usage-method revision / same-method cut): `docs/ROADMAP.md`. Do not invent 0.20.
+This folder **vendors** the MemNet stack. Hatch **0.19.6**; published PyPI is **`memnet-llm==0.19.6`**. Cue then `pin_map`; `find` if ego unknown. **GQL only.** Package SemVer `a.b.c` (claim / usage-method revision / same-method cut): `docs/ROADMAP.md`. Do not invent 0.20.
 
 ## Routing
 

.cursor/skills/memnet-reference/SKILL.md

@@ -19,7 +19,7 @@ Repo skill for **building** MemNet in **this** repository. Doctrine SSOT is `doc
 
 This checkout **vendors** agent skills under `.cursor/skills/` (core: `memnet-use` + MCP/format/nested/multitask). Load those when **using** MemNet; load **this** skill only when changing the engine, generic MCP, grammar, product SysML, or packaging.
 
-**Product:** Hatch **0.19.6** (CLI `memnet`). Published PyPI wheel remains **`memnet-llm==0.19.5`** until upload. Version map: `docs/ROADMAP.md`. Shape: `docs/SHAPE.md`. **1.0** = 0.5–0.8 claimed (do not tag from this skill).
+**Product:** Hatch **0.19.6** (CLI `memnet`). Published PyPI wheel is **`memnet-llm==0.19.6`**. Version map: `docs/ROADMAP.md`. Shape: `docs/SHAPE.md`. **1.0** = 0.5–0.8 claimed (do not tag from this skill).
 
 **`a.b.c` (ROADMAP law).** `a` = claim / generation (`0` = 1.0 unclaimed; `1` = claim of 0.5–0.8). `a` moves only if the contract breaks (Recall=`pin_map` / Commit=`mutate`, GraphElement identity, GQL-only wire). `b` = usage-method revision (new required loop step, new product tool, cue/outline/identity law, new goldfish verb). Historical extras **0.10–0.19** were `b`. N-server (#47) is not a `b`. `c` = same-method cut (honesty, leftover naming, docs/skills, wheel/tag, caps, façade, faster same `cue → pin_map → mutate`). Efficiency on the current loop is **`0.19.c`**, not `0.20`. Do not invent a 0.20 extra. Do not claim 1.0.
 

AGENTS.md

@@ -4,7 +4,7 @@ LLM hub for this system repo. Prefer in-repo skills and docs over ad-hoc inventi
 
 ## Mission
 
-**MemNet** (Net of Memory) is **mission working memory** — a session graph (GQL **node**/vertex, **edge**/relationship, **property**) **between** LLM call pipelines and data search, not the corpus and not GraphRAG. Agents read a bounded **live pin map** each turn and write in the same **GQL (openCypher-shaped)** family — redefined **Write = display** via shaped subgraph emit ([`docs/grammar/gql-wire-profile.md`](docs/grammar/gql-wire-profile.md)). In-session recall is **serial**: kind/keyword cue, then `pin_map` neighbourhood. Primary read: MCP `pin_map` / CLI `query pin-map`; leftover `query_warm` / `query warm` are leftover aliases. Aims (MN-REQ-00): save wall-clock time and tokens while keeping factual accuracy. Aids **system**, **programme**, **software**, **firmware**, **hardware**, and **documentation**. Transport: **in-process first** (single-agent; TCP fallback). **Multitask** requires TCP serve or streamable-http MCP — see Multitask policy below. This repo is **engine + generic memnet-mcp** only — novel-writer dropped. Repo product **0.19.6** (Hatch SSOT; published PyPI remains **`memnet-llm==0.19.5`** until upload; 0.19.6 honesty `c`: Truncation on clipped `pin_map`). **1.0** = 0.5–0.8 claimed (unclaimed). See `README.md`, [`docs/SHAPE.md`](docs/SHAPE.md), and `docs/grammar/`.
+**MemNet** (Net of Memory) is **mission working memory** — a session graph (GQL **node**/vertex, **edge**/relationship, **property**) **between** LLM call pipelines and data search, not the corpus and not GraphRAG. Agents read a bounded **live pin map** each turn and write in the same **GQL (openCypher-shaped)** family — redefined **Write = display** via shaped subgraph emit ([`docs/grammar/gql-wire-profile.md`](docs/grammar/gql-wire-profile.md)). In-session recall is **serial**: kind/keyword cue, then `pin_map` neighbourhood. Primary read: MCP `pin_map` / CLI `query pin-map`; leftover `query_warm` / `query warm` are leftover aliases. Aims (MN-REQ-00): save wall-clock time and tokens while keeping factual accuracy. Aids **system**, **programme**, **software**, **firmware**, **hardware**, and **documentation**. Transport: **in-process first** (single-agent; TCP fallback). **Multitask** requires TCP serve or streamable-http MCP — see Multitask policy below. This repo is **engine + generic memnet-mcp** only — novel-writer dropped. Repo product **0.19.6** (Hatch SSOT; published PyPI **`memnet-llm==0.19.6`**; 0.19.6 honesty `c`: Truncation on clipped `pin_map`). **1.0** = 0.5–0.8 claimed (unclaimed). See `README.md`, [`docs/SHAPE.md`](docs/SHAPE.md), and `docs/grammar/`.
 
 ## Where to look
 

CHANGELOG.md

@@ -10,8 +10,8 @@ This project uses Semantic Versioning as **interpreted for MemNet**: package `a.
 ## [0.19.6] - 2026-09-07
 
 ### Changed
-- **Honesty `c` — Truncation on clipped `pin_map`** — When a hard cap clips ShapeWalk (`max_rows` \(M\), hop \(k\) vs `max_depth`, fan-out, or `view=shell` grain), the shaped emit **MUST** carry `## Truncation truncated=true M=… omitted=… reason=…` (CueConflict / Reserves family). Caps stay hard; SHALL NOT silent-clip. When the offer fits, the mark is absent. `SHAPE_DROP_KEYS` / hid honesty unchanged. Export header MAY add `truncated=1`. Package **0.19.6** patch on **0.19**. Numbered extras **0.10–0.19** unchanged. No 0.20 extra. `operatorCount` stays 2. Hatch **0.19.6**; published PyPI remains **`memnet-llm==0.19.5`** until upload. Surfaces: [`docs/operations/honesty-c-wire-audit.md`](docs/operations/honesty-c-wire-audit.md).
-- **Package identity 0.19.6** — Hatch / `project.toml` / `memnet.__version__` honesty cut on **0.19**.
+- **Honesty `c` — Truncation on clipped `pin_map`** — When a hard cap clips ShapeWalk (`max_rows` \(M\), hop \(k\) vs `max_depth`, fan-out, or `view=shell` grain), the shaped emit **MUST** carry `## Truncation truncated=true M=… omitted=… reason=…` (CueConflict / Reserves family). Caps stay hard; SHALL NOT silent-clip. When the offer fits, the mark is absent. `SHAPE_DROP_KEYS` / hid honesty unchanged. Export header MAY add `truncated=1`. Package **0.19.6** patch on **0.19**. Numbered extras **0.10–0.19** unchanged. No 0.20 extra. `operatorCount` stays 2. Hatch **0.19.6**; published as **`memnet-llm==0.19.6`**. Surfaces: [`docs/operations/honesty-c-wire-audit.md`](docs/operations/honesty-c-wire-audit.md).
+- **Package identity 0.19.6** — Hatch / `project.toml` / `memnet.__version__` honesty cut on **0.19**. Hatch and PyPI are both **0.19.6**.
 
 ## [0.19.5] - 2026-09-06
 

README.md

@@ -6,13 +6,13 @@ MemNet sits **between** LLM call pipelines and data search (MN-REQ-00). Corpus l
 
 This repo ships the engine + generic MCP only. **Product shape:** [`docs/SHAPE.md`](docs/SHAPE.md). **Pinned role:** working set of **a few technical documents** (atoms and locators, not PDF bytes) plus live `TSK`/`USR`/`MOD`, re-read fast. Tens of MiB typical; **hundreds of MiB still in role**; gigabytes = RAG/cabinet.
 
-Package **`memnet-llm`** (CLI **`memnet`**). Python ≥ 3.11. Hatch **0.19.6**; published PyPI wheel remains **`memnet-llm==0.19.5`** until upload (0.19.6 honesty `c`: Truncation on clipped `pin_map`; 0.19.5 `SHAPE_DROP_KEYS` is published). **1.0** stays unclaimed. SemVer meaning (`a.b.c`): [`docs/ROADMAP.md`](docs/ROADMAP.md).
+Package **`memnet-llm`** (CLI **`memnet`**). Python ≥ 3.11. Hatch **0.19.6**; published PyPI wheel is **`memnet-llm==0.19.6`** (0.19.6 honesty `c`: Truncation on clipped `pin_map`). **1.0** stays unclaimed. SemVer meaning (`a.b.c`): [`docs/ROADMAP.md`](docs/ROADMAP.md).
 
 ## Install + quick CLI
 
 ```bash
 pip install memnet-llm
-# or pin published: pip install memnet-llm==0.19.5
+# or pin published: pip install memnet-llm==0.19.6
 # optional extras (drivers only — not AgensGraph/Neo4j servers):
 # pip install 'memnet-llm[mcp]'
 # pip install 'memnet-llm[agensgraph]'

docs/LLM-GUIDE.md

@@ -1,6 +1,6 @@
 # MemNet — Agent Playbook (for LLMs)
 
-**Class:** developers — MemNet engine / MCP / GQL wire / agent operating doctrine. Index: [`docs/README.md`](README.md). Product shape: [`SHAPE.md`](SHAPE.md). **Product 0.19.6.** Hatch **0.19.6**; published PyPI remains **`memnet-llm==0.19.5`** until upload. **1.0** = 0.5–0.8 claimed (unclaimed). SemVer `a.b.c`: [`ROADMAP.md`](ROADMAP.md).
+**Class:** developers — MemNet engine / MCP / GQL wire / agent operating doctrine. Index: [`docs/README.md`](README.md). Product shape: [`SHAPE.md`](SHAPE.md). **Product 0.19.6.** Hatch **0.19.6**; published PyPI is **`memnet-llm==0.19.6`**. **1.0** = 0.5–0.8 claimed (unclaimed). SemVer `a.b.c`: [`ROADMAP.md`](ROADMAP.md).
 
 **Dialect teach = GQL only** — [`grammar/gql-wire-profile.md`](grammar/gql-wire-profile.md). ADR: [`adr/ADR-001-gql-agent-wire.md`](adr/ADR-001-gql-agent-wire.md).  
 **M2 shipped:** engine/MCP accept openCypher-shaped GQL and emit shaped `pin_map`. Do **not** teach Layer / Tier A / `@TAG` pipe as agent wire.
@@ -66,7 +66,7 @@ Formal wire: [`grammar/gql-wire-profile.md`](grammar/gql-wire-profile.md).
 
 | Mode | When | Setup |
 |------|------|-------|
-| **MCP in-process** | Cursor / local agents (**primary**) | Register `memnet-mcp` in `.cursor/mcp.json`; extra `[mcp]`. `pip install 'memnet-llm[mcp]'` (Hatch **0.19.5**; PyPI **0.19.5**). **No** `memnet serve` |
+| **MCP in-process** | Cursor / local agents (**primary**) | Register `memnet-mcp` in `.cursor/mcp.json`; extra `[mcp]`. `pip install 'memnet-llm[mcp]'` (Hatch **0.19.6**; PyPI **0.19.6**). **No** `memnet serve` |
 | **CLI + serve** | Scripts, TCP shared process | Terminal 1: `memnet serve`; Terminal 2: CLI with `MEMNET_SESSION` |
 | **MCP streamable-http** | Remote shared graph | `memnet-mcp --transport streamable-http` on `:18766/mcp` |
 

docs/ROADMAP.md

@@ -4,9 +4,9 @@
 
 **Audience:** product developers. Dialect teach = **GQL** ([`grammar/gql-wire-profile.md`](grammar/gql-wire-profile.md)). Product shape: [`SHAPE.md`](SHAPE.md). British English.
 
-**Package now:** Hatch **0.19.6** (`memnet.__version__`). Published PyPI wheel remains **`memnet-llm==0.19.5`** until upload. Numbered extras **0.10–0.19** are in this package (unchanged). **0.19.6** honesty `c` highlights Truncation when `pin_map` clips. GraphGlot parse front is on master (#109 @ 73a63c9b). Extra **0.14** claims `liveNeo4jClaimed=true`. **1.0** is still unclaimed (0.5–0.8).
+**Package now:** Hatch **0.19.6** (`memnet.__version__`). Published PyPI wheel is **`memnet-llm==0.19.6`**. Numbered extras **0.10–0.19** are in this package (unchanged). **0.19.6** honesty `c` highlights Truncation when `pin_map` clips. GraphGlot parse front is on master (#109 @ 73a63c9b). Extra **0.14** claims `liveNeo4jClaimed=true`. **1.0** is still unclaimed (0.5–0.8).
 
-**Last updated:** 2026-09-07 (`a.b.c` law locked; package **0.19.6** honesty `c` — Truncation on clipped `pin_map`; extras **0.10–0.19** unchanged; Hatch **0.19.6**; PyPI **`memnet-llm==0.19.5`** until upload; do not claim **1.0**; do not invent a **0.20** extra).
+**Last updated:** 2026-09-07 (`a.b.c` law locked; package **0.19.6** honesty `c` — Truncation on clipped `pin_map`; extras **0.10–0.19** unchanged; Hatch **0.19.6**; PyPI **`memnet-llm==0.19.6`**; do not claim **1.0**; do not invent a **0.20** extra).
 
 Patch notes: [`../CHANGELOG.md`](../CHANGELOG.md). CHANGELOG still follows Keep a Changelog. This file is how MemNet **interprets** SemVer — not a silent switch to npm-strict major=breaking for 0.x extras.
 
@@ -99,7 +99,7 @@ Handoff = **session id** (+ cue / write scope). Peers **re-`pin_map`** from labe
 | **0.7.0** | Live AgensGraph hydrate/flush; `liveCabinetClaimed=true`. Server not vendored. Fake + skip unless `MEMNET_AGENSGRAPH_URL` | **Shipped** (`v0.7.0`) |
 | **0.8.0** | GQL-only **teach** + product **shape for people** (`SHAPE.md`, playbook, application-note contract, Multitask honesty). Docs only. **No** engine cut. Cabinet stays claimed | **Shipped** (`v0.8.0`) |
 | **0.9.0** | Neo4j `DurableStoreAdapter` client (`memnet-llm[neo4j]`); factory both-URL rule; [`cabinet/neo4j-buffer.md`](cabinet/neo4j-buffer.md). Live round-trip claimed later as extra **0.14**. Cabinet extra, **not** a 1.0 gate | **Shipped** (`v0.9.0` era; extras later packaged as 0.19.0) |
-| **0.10–0.19** | Numbered extras (table below). Each row is one `b` (usage-method revision). Same pattern as 0.9: **not** 1.0 gates | **Packaged** (Hatch **0.19.6**; PyPI **0.19.5** until upload; extras first shipped as 0.19.0) |
+| **0.10–0.19** | Numbered extras (table below). Each row is one `b` (usage-method revision). Same pattern as 0.9: **not** 1.0 gates | **Packaged** (Hatch **0.19.6**; PyPI **0.19.6**; extras first shipped as 0.19.0) |
 | **1.0.0** | **Claim** of **0.5 + 0.6 + 0.7 + 0.8**. Shape mature for people. Not GraphRAG. Not cabinet-only. Not a new engine. This is `a=1` | **Claim when coordinator tags** — package **0.19.6** does not claim 1.0 |
 | **Later** | Grammar Open / hosted product / leftover ACL; N-server research (#47). GraphGlot parse-front is **shipped**. If **1.0 tags first**, remaining extras become **1.1, 1.2, …** with the same owns (`b` after the claim) | **Out** of 1.0 |
 

docs/SHAPE.md

@@ -74,7 +74,7 @@ Do not call MemNet a “shaped RAG” or a “shaped Cypher proxy”.
 
 **0.8.0** is this shape **taught for people** in-repo: this file, GQL-only playbook, application-note contract, Multitask honesty (RSV + Path-B ingest shipped; full ACL modes still to-be).
 
-**1.0.0** is **0.5 + 0.6 + 0.7 + 0.8** claimed — the shape is mature for people: one GQL dialect, goldfish `pin_map`, gated mutate, cue-then-shape (including find when there is no ego), optional **proven** cabinet so \(S\) can outlive a process. Not GraphRAG. Not cabinet-only. Map and **`a.b.c` law:** [`ROADMAP.md`](ROADMAP.md). **Honest install:** Hatch **0.19.6**; published PyPI wheel remains **`memnet-llm==0.19.5`** until upload (extras 0.10–0.19; Neo4j client from 0.9; live claimed as extra **0.14**; 0.19.6 honesty `c`: Truncation on clipped `pin_map`). Optional extras `[mcp]`, `[agensgraph]`, `[neo4j]` (drivers only). **1.0** stays unclaimed.
+**1.0.0** is **0.5 + 0.6 + 0.7 + 0.8** claimed — the shape is mature for people: one GQL dialect, goldfish `pin_map`, gated mutate, cue-then-shape (including find when there is no ego), optional **proven** cabinet so \(S\) can outlive a process. Not GraphRAG. Not cabinet-only. Map and **`a.b.c` law:** [`ROADMAP.md`](ROADMAP.md). **Honest install:** Hatch **0.19.6**; published PyPI wheel is **`memnet-llm==0.19.6`** (extras 0.10–0.19; Neo4j client from 0.9; live claimed as extra **0.14**; 0.19.6 honesty `c`: Truncation on clipped `pin_map`). Optional extras `[mcp]`, `[agensgraph]`, `[neo4j]` (drivers only). **1.0** stays unclaimed.
 
 ---
 

docs/application-notes/README.md

@@ -3,7 +3,7 @@
 How to **use** MemNet (not engine internals). Folders: **system** (repos / SysML / builder), **domains** (worked domains), **examples** (InvAmp). Index: [`../README.md`](../README.md).
 
 **Product shape:** [`../SHAPE.md`](../SHAPE.md).  
-**Dialect teach:** openCypher-shaped **GQL** + shaped `pin_map` + gated mutate — [`../grammar/gql-wire-profile.md`](../grammar/gql-wire-profile.md). Product **0.19.6.** Hatch **0.19.6**; published PyPI remains **`memnet-llm==0.19.5`** until upload. **1.0** = 0.5–0.8 claimed (unclaimed; no extra engine). Playbook: [`../LLM-GUIDE.md`](../LLM-GUIDE.md). Honesty `c` (Truncation + `SHAPE_DROP_KEYS`): [`../operations/honesty-c-wire-audit.md`](../operations/honesty-c-wire-audit.md). Changelog: [`../../CHANGELOG.md`](../../CHANGELOG.md) **0.19.6**.  
+**Dialect teach:** openCypher-shaped **GQL** + shaped `pin_map` + gated mutate — [`../grammar/gql-wire-profile.md`](../grammar/gql-wire-profile.md). Product **0.19.6.** Hatch **0.19.6**; published PyPI is **`memnet-llm==0.19.6`**. **1.0** = 0.5–0.8 claimed (unclaimed; no extra engine). Playbook: [`../LLM-GUIDE.md`](../LLM-GUIDE.md). Honesty `c` (Truncation + `SHAPE_DROP_KEYS`): [`../operations/honesty-c-wire-audit.md`](../operations/honesty-c-wire-audit.md). Changelog: [`../../CHANGELOG.md`](../../CHANGELOG.md) **0.19.6**.  
 **Worked GQL example:** [`examples/inverting-amplifier-gql-case-study.md`](examples/inverting-amplifier-gql-case-study.md).  
 **Decision:** [`../adr/ADR-001-gql-agent-wire.md`](../adr/ADR-001-gql-agent-wire.md). Versions: [`../ROADMAP.md`](../ROADMAP.md).
 

docs/application-notes/system/llm-build-on-memnet.md

@@ -171,7 +171,7 @@ memnet-mcp = "memnet_mcp.server:main"
 mcp = ["mcp>=1.2,<2"]
 ```
 
-Optional-deps keep `pip install memnet-llm` lightweight; only `[mcp]` users pull the `mcp` package. Hatch **0.19.5**; published PyPI is **`memnet-llm==0.19.5`**: `pip install 'memnet-llm[mcp]'` (contributors: `pip install -e ".[mcp]"`).
+Optional-deps keep `pip install memnet-llm` lightweight; only `[mcp]` users pull the `mcp` package. Hatch **0.19.6**; published PyPI is **`memnet-llm==0.19.6`**: `pip install 'memnet-llm[mcp]'` (contributors: `pip install -e ".[mcp]"`).
 
 ---
 

docs/operations/honesty-c-wire-audit.md

@@ -1,6 +1,6 @@
 # Honesty `c` wire audit (0.19.6)
 
-**Date:** 2026-09-07. **Package:** Hatch **0.19.6** (same-method cut on **0.19**). Published PyPI wheel remains **`memnet-llm==0.19.5`** until upload. Numbered extras **0.10–0.19** unchanged. No usage-method `b`. No claim `a`. No 0.20. No 1.0. No `rag_query`.
+**Date:** 2026-09-07. **Package:** Hatch **0.19.6** (same-method cut on **0.19**). Published PyPI wheel is **`memnet-llm==0.19.6`**. Numbered extras **0.10–0.19** unchanged. No usage-method `b`. No claim `a`. No 0.20. No 1.0. No `rag_query`.
 
 This note records Truncation honesty after silent `max_rows` clip, plus the 0.19.5 hid / nickname audit. Chat is not SSOT.