plurigrid · zubyul · Jun 1, 2026
diff --git a/packages/world-increment/ducklake/LATEST_SWEEP.md b/packages/world-increment/ducklake/LATEST_SWEEP.md
@@ -1,9 +1,9 @@
-# World-Increment Sweep — 2026-04-12
+# World-Increment Sweep — 2026-06-01
 
 ## Sweep Metadata
-- **Date:** 2026-04-12
-- **Agent:** world-increment-sweep
-- **DuckDB version:** v1.5.1 (Variegata)
+- **Date:** 2026-06-01
+- **Agent:** world-increment-sweep + hamming-swarm-snapshot
+- **DuckDB version:** v1.5.3 (Variegata)
 - **Database:** `packages/world-increment/ducklake/world-increments.duckdb`
 
 ---
@@ -12,83 +12,108 @@
 
 | Metric | Value |
 |--------|-------|
-| Total World Increments | 12 |
-| Total Repo Snapshots | 471 |
+| Total World Increments | 356 |
+| Total Repo Snapshots | 356 |
 | Sources Covered | 3 orgs + 8 users |
+| Aptos Wallets Probed | 28 |
+| Multisig Contracts Probed | 5 |
 
 ---
 
-## GF(3) Color Chain — All 12 Increments
-
-| ID | Source | Event Type | GF3 Trit | Color | Name |
-|----|--------|------------|-----------|-------|------|
-| 1  | plurigrid (org) | repo_snapshot | +1 | `#b8bb26` | **PLUS** |
-| 2  | kubeflow (org) | repo_snapshot | -1 | `#cc241d` | **MINUS** |
-| 3  | TeglonLabs (org) | repo_snapshot | 0 | `#d3869b` | **ERGODIC** |
-| 4  | bmorphism (user) | repo_snapshot | +1 | `#b8bb26` | **PLUS** |
-| 5  | zubyul (user) | repo_snapshot | -1 | `#cc241d` | **MINUS** |
-| 6  | migalkin (user) | repo_snapshot | 0 | `#d3869b` | **ERGODIC** |
-| 7  | DJedamski (user) | repo_snapshot | +1 | `#b8bb26` | **PLUS** |
-| 8  | wasita (user) | repo_snapshot | -1 | `#cc241d` | **MINUS** |
-| 9  | kristinezheng (user) | repo_snapshot | 0 | `#d3869b` | **ERGODIC** |
-| 10 | M1shaaa (user) | repo_snapshot | +1 | `#b8bb26` | **PLUS** |
-| 11 | AustinCStone (user) | repo_snapshot | -1 | `#cc241d` | **MINUS** |
-| 12 | bmorphism (org) | sweep_complete (gorj) | 0 | `#d3869b` | **ERGODIC** |
-
-GF(3) chain: `PLUS → MINUS → ERGODIC → PLUS → MINUS → ERGODIC → PLUS → MINUS → ERGODIC → PLUS → MINUS → ERGODIC`
+## GF(3) Color Chain — 356 Increments
+
+GF(3) assignment rule:
+- `id mod 3 == 0` → trit=0, color=#d3869b, name=**ERGODIC**
+- `id mod 3 == 1` → trit=+1, color=#b8bb26, name=**PLUS**
+- `id mod 3 == 2` → trit=-1, color=#cc241d, name=**MINUS**
+
+```
+ERGODIC #d3869b: 118 increments
+PLUS    #b8bb26: 119 increments
+MINUS   #cc241d: 119 increments
+```
 
 ---
 
 ## Top Repos by Source
 
-### plurigrid (100 repos)
+### plurigrid org (100 repos)
 | Repo | Language | Stars | Pushed At |
 |------|----------|-------|-----------|
-| asi | HTML | 16 | 2026-04-10 |
-| ontology | JavaScript | 7 | 2025-05-27 |
-| asi-skills | Julia | 3 | 2026-04-09 |
-| zig-syrup | Zig | 2 | 2026-04-09 |
-| vivarium | Clojure | 1 | 2026-04-08 |
+| asi | HTML | 23 | 2026-04-26 |
+| ontology | JavaScript | 8 | 2025-05-27 |
+| vcg-auction | Rust | 7 | 2023-03-16 |
+| gorj | Clojure | 0 | 2026-06-01 |
+| zig-syrup | Zig | 2 | 2026-04-30 |
+| nash-portal | Rust | 2 | 2026-05-19 |
+
+Notable: `gorj` (this repo!) pushed 2026-06-01 with 287 open issues — forj + Rama nREPL + GF(3) gay trit coloring.
 
-### kubeflow (47 repos)
+### kubeflow org (48 repos)
 | Repo | Language | Stars | Pushed At |
 |------|----------|-------|-----------|
-| kubeflow | — | 15565 | 2026-01-05 |
-| pipelines | Python | 4119 | 2026-04-10 |
-| spark-operator | Python | 3111 | 2026-04-10 |
-| trainer | Go | 2080 | 2026-04-10 |
-| katib | Python | 1676 | 2026-04-02 |
+| kubeflow | — | 15,697 | 2026-05-24 |
+| pipelines | Python | 4,149 | 2026-06-01 |
+| spark-operator | Python | 3,124 | 2026-05-29 |
+| trainer | Go | 2,109 | 2026-05-30 |
+| katib | Python | 1,685 | 2026-05-29 |
+| mcp-apache-spark-history-server | Python | 173 | 2026-05-29 |
+
+### bmorphism user (100 repos)
+| Repo | Language | Stars | Pushed At |
+|------|----------|-------|-----------|
+| ocaml-mcp-sdk | OCaml | 61 | 2026-03-16 |
+| anti-bullshit-mcp-server | JavaScript | 23 | 2026-01-16 |
+| say-mcp-server | JavaScript | 20 | 2025-01-07 |
+| babashka-mcp-server | JavaScript | 18 | 2025-01-05 |
+| manifold-mcp-server | JavaScript | 14 | 2025-01-11 |
+| Gay.jl | Julia | 1 | 2026-06-01 |
+
+### zubyul user (49 repos)
+| Repo | Language | Stars | Pushed At |
+|------|----------|-------|-----------|
+| gay-world | Python | 1 | 2026-03-26 |
+| WGCNA | HTML | 2 | 2023-07-05 |
+| jonikas_lab_data_analysis_misc | Jupyter | 2 | 2023-08-16 |
+| Nikolova_lab_data_analysis | R | 2 | 2023-06-16 |
+| nash-tui | Rust | 0 | 2026-04-13 |
 
-### TeglonLabs (53 repos)
+### TeglonLabs org (4 repos)
 | Repo | Language | Stars |
 |------|----------|-------|
 | mathpix-gem | Ruby | 2 |
-| vibespace | HTML | 2 |
-| acp.el | — | 1 |
-| mcp-terminal | — | 1 |
-
-### bmorphism (100 repos)
-| Repo | Language | Stars |
-|------|----------|-------|
-| ocaml-mcp-sdk | OCaml | 60 |
-| anti-bullshit-mcp-server | JavaScript | 23 |
-| shitcoin | Python | 5 |
-| open-location-code-zig | Zig | 3 |
+| coin-flip-mcp | JavaScript | 0 |
+| monad-mcp-server | — | 0 |
+| topoi | Python | 0 |
 
-### migalkin (30 repos)
+### migalkin user (9 repos — social graph)
 | Repo | Language | Stars |
 |------|----------|-------|
-| NodePiece | Python | 143 |
-| StarE | Python | 88 |
+| NodePiece | Python | 144 |
+| StarE | Python | 89 |
 | kgcourse2021 | HTML | 25 |
+| NBFNet_mlx | Python | 10 |
+| RWL | Python | 8 |
 
-### AustinCStone (43 repos)
+### AustinCStone user (15 repos — social graph)
 | Repo | Language | Stars |
 |------|----------|-------|
 | TextGAN | Python | 92 |
 | StereoVisionMRF | Python | 11 |
 | SpectralClustering | Python | 3 |
 
+### wasita user (11 repos — social graph)
+Active through 2026-06-01. Primarily Svelte/TypeScript web apps.
+
+### DJedamski user (6 repos — social graph)
+Data science and Kaggle competitions. R/Python.
+
+### kristinezheng user (6 repos — social graph)
+MIT student, neuroscience + HackMIT projects.
+
+### M1shaaa user (8 repos — social graph)
+Yale/MIT student, Lookit studies + TypeScript.
+
 ---
 
 ## Repo Counts by Source
@@ -97,16 +122,76 @@ GF(3) chain: `PLUS → MINUS → ERGODIC → PLUS → MINUS → ERGODIC → PLUS
 |--------|------|-------|
 | plurigrid | org | 100 |
 | bmorphism | user | 100 |
-| TeglonLabs | org | 53 |
-| kubeflow | org | 47 |
-| AustinCStone | user | 43 |
-| migalkin | user | 30 |
-| wasita | user | 29 |
-| zubyul | user | 24 |
-| kristinezheng | user | 18 |
-| M1shaaa | user | 16 |
-| DJedamski | user | 11 |
-| **TOTAL** | | **471** |
+| zubyul | user | 49 |
+| kubeflow | org | 48 |
+| AustinCStone | user | 15 |
+| migalkin | user | 9 |
+| wasita | user | 11 |
+| kristinezheng | user | 6 |
+| M1shaaa | user | 8 |
+| DJedamski | user | 6 |
+| TeglonLabs | org | 4 |
+| **TOTAL** | | **356** |
+
+---
+
+## JOB 2: Hamming Swarm Snapshot
+
+### Aptos Wallet Balances (28 addresses)
+
+All 28 Hamming swarm addresses probed via Aptos mainnet fullnode API.  
+`GET /v1/accounts/{addr}/resource/0x1::coin::CoinStore<0x1::aptos_coin::AptosCoin>`
+
+| World | Address | Balance (APT) |
+|-------|---------|---------------|
+| alice | 0xc793...cc7b | 0.0 |
+| bob | 0x0a3c...2d5d | 0.0 |
+| A | 0x8699...9d7a | 0.0 |
+| B | 0x3f89...b13 | 0.0 |
+| C | 0x38b9...35e | 0.0 |
+| D | 0xf776...dd1 | 0.0 |
+| E | 0xdc1d...d36 | 0.0 |
+| F | 0x18a1...f71 | 0.0 |
+| G | 0x69a3...f32 | 0.0 |
+| H | 0xce67...00f | 0.0 |
+| I | 0x070f...fc9 | 0.0 |
+| J | 0x4d96...f54 | 0.0 |
+| K | 0xa732...dc4 | 0.0 |
+| L | 0x7c2e...ba9 | 0.0 |
+| M | 0x6fed...2e9 | 0.0 |
+| N | 0xe7dd...b2c | 0.0 |
+| O | 0x7325...89d | 0.0 |
+| P | 0x6218...948 | 0.0 |
+| Q | 0xac40...89a | 0.0 |
+| R | 0x7ce6...e10 | 0.0 |
+| S | 0xb875...386 | 0.0 |
+| T | 0x3578...588 | 0.0 |
+| U | 0x7586...956 | 0.0 |
+| V | 0xb59d...2c3 | 0.0 |
+| W | 0x5f32...7b0 | 0.0 |
+| X | 0xa95c...47d | 0.0 |
+| Y | 0xd8e3...44c4 | 0.0 |
+| Z | 0x7af0...97c | 0.0 |
+
+**Note:** All addresses returned 0 APT. Accounts may be uninitialized or hold no `aptos_coin` resources.
+
+### Multisig Contracts (5 probed)
+
+All probed via `POST /v1/view` with `0x1::multisig_account::num_signatures_required`.
+
+| Pair | Contract Address | Sigs Required | Status |
+|------|-----------------|---------------|--------|
+| A-B | 0x0da4...7003 | 2 | ✅ HEALTHY |
+| A-G | 0xf56c...0096 | 2 | ✅ HEALTHY |
+| Y-Z | 0xd3ff...b883 | 2 | ✅ HEALTHY |
+| S-T | 0x3b1c...7883 | 2 | ✅ HEALTHY |
+| V-W | 0x40fa...eb6d | 2 | ✅ HEALTHY |
+
+All 5 multisig contracts healthy: 2-of-N signature threshold confirmed.
+
+### MNX Markets
+
+`https://testnet.mnx.fi` is a Next.js SPA. No REST API accessible via crawl (`/api/markets`, `/api/v1/markets`). `mnx_snapshots` table empty — requires browser JS execution.
 
 ---
 
@@ -125,18 +210,13 @@ multisig_probes(timestamp, pair, address, sigs_required, healthy)
 mnx_snapshots(timestamp, ticker, name, category, price, change_pct)
 ```
 
-## GF(3) Assignment Rule
-- `id mod 3 == 0` → trit=0, color=#d3869b, name=ERGODIC
-- `id mod 3 == 1` → trit=1, color=#b8bb26, name=PLUS
-- `id mod 3 == 2` → trit=-1, color=#cc241d, name=MINUS
-
 ## Notable Highlights
-- **kubeflow/kubeflow**: 15,565 stars — flagship ML platform for Kubernetes
-- **kubeflow/pipelines**: 4,119 stars — most popular ML pipeline for Kubernetes (pushed 2026-04-10)
-- **kubeflow/spark-operator**: 3,111 stars — Kubernetes operator for Apache Spark (pushed 2026-04-10)
-- **migalkin/NodePiece**: 143 stars — scalable knowledge graph embeddings
-- **bmorphism/ocaml-mcp-sdk**: 60 stars — OCaml SDK for Model Context Protocol using Jane Street's oxcaml_effect
-- **AustinCStone/TextGAN**: 92 stars — text generation with GANs
-- **plurigrid/asi**: 16 stars — topological chemputer (pushed 2026-04-10)
-- **plurigrid/gorj**: This very repo — forj + Rama topology nREPL routing + GF(3) gay trit coloring
-- **Increment 12**: ERGODIC — sweep_complete closing the 4th full GF(3) cycle
+- **kubeflow/kubeflow**: 15,697 ⭐ — flagship ML platform for Kubernetes
+- **kubeflow/pipelines**: 4,149 ⭐ — pushed 2026-06-01 (active today)
+- **kubeflow/spark-operator**: 3,124 ⭐ — K8s operator for Apache Spark
+- **migalkin/NodePiece**: 144 ⭐ — scalable KG representations (ICLR'22)
+- **bmorphism/ocaml-mcp-sdk**: 61 ⭐ — OCaml MCP SDK using oxcaml_effect
+- **AustinCStone/TextGAN**: 92 ⭐ — text GAN in TensorFlow
+- **plurigrid/gorj**: This repo — forj + Rama nREPL + GF(3) coloring (pushed today!)
+- **bmorphism/Gay.jl**: Wide-gamut GF(3) color library, 189 open issues
+- **All 5 multisig contracts**: 2-of-N threshold, fully healthy
diff --git a/packages/world-increment/ducklake/world-increments.duckdb b/packages/world-increment/ducklake/world-increments.duckdb