constitution · epochs · watch · epoch 3

comparison

c_2dc96aace098 (tommy-mor) vs c_7a129e904906 (tommy-mor)

download prompt · raw event · cmp_2d4005ebfe0c57

council reasoning

~anthropic/claude-sonnet-latest · winner B · 58:42 · permalink

Side A vendors an entire generic 'durable' RocksDB collections crate (with unused Entry/nested-collection API, README, docs, LICENSE, benchmarks, examples) just to back a simple string->string JSON store, adding large dependency/boilerplate weight disproportionate to the actual server-side change (entity_store.rs + streaming replay), much of which reads as generated filler. Side B's patch is tightly scoped to real, used functionality: CI/CD deploy pipeline, Dockerfile/fly.toml for production, a working live SSE audit dashboard, and concrete correctness fixes (require OPENROUTER_API_KEY for contested rankings, dedupe redundant git-object hashing, GITHUB_TOKEN auth), all backed by updated tests exercising the new behavior.

~x-ai/grok-latest · winner A · 2:1 · permalink

A’s lasting value is architectural: entity JSON moves out of in-memory GlobalTree into a RocksDB-backed EntityStore, and event_log gains true line-at-a-time replay so startup no longer materializes the full log/payloads in RAM—concrete reducer/state/reddit call-site changes that change scalability. B is real product/ops work (Fly/Dockerfile/CI deploy, /watch audit SSE, production repo/contributor roots, emission retry), but it is mostly deployment, UI, and configuration on an existing process rather than a deeper data-plane redesign.

openai/gpt-chat-latest · winner A · 5:1 · permalink

Side A makes substantive architectural changes: it introduces a RocksDB-backed durable storage crate, moves large Reddit JSON payloads out of the in-memory tree into a persistent entity store, and replaces whole-log loading with streaming event replay to reduce startup memory, updating replay and integration tests accordingly. Side B primarily adds deployment infrastructure, a live dashboard, SSE status/audit UI, and CI/CD configuration, which improves operations and visibility but has much less impact on the project's core functionality and architecture.

sides

A — c_2dc96aace098 (tommy-mor)

message

[285b64d4] Offload Reddit payloads to RocksDB and stream event log replay.

Vendor durable as a workspace crate, store entity JSON in entity_db instead
of GlobalTree, and replay events.jsonl one line at a time to cut startup RAM.

Co-authored-by: Cursor <cursoragent@cursor.com>

diff preview

diff --git a/Cargo.lock b/Cargo.lock
index e55d87f32ab32064686431c7082ef8c9ca872d63..8fc09f9ac978bd7ccf57f177989057b606677db8 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -11,6 +11,18 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "anes"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
+
+[[package]]
+name = "anstyle"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
+
 [[package]]
 name = "anyhow"
 version = "1.0.102"
@@ -56,6 +68,12 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
+[[package]]
+name = "autocfg"
+version = "1.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
+
 [[package]]
 name = "axum"
 version = "0.7.9"
@@ -153,6 +171,75 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
+[[package]]
+name = "bincode"
+version = "1.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b1f45e9417d87227c7a56d22e471c6206462cba514c7590c09aff4cf6d1ddcad"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "bindgen"
+version = "0.65.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cfdf7b466f9a4903edc73f95d6d2bcd5baf8ae620638762244d3f60143643cc5"
+dependencies = [
+ "bitflags 1.3.2",
+ "cexpr",
+ "clang-sys",
+ "lazy_static",
+ "lazycell",
+ "peeking_take_while",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "rustc-hash 1.1.0",
+ "shlex",
+ "syn",
+]
+
+[[package]]
+name = "bindgen"
+version = "0.72.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "993776b509cfb49c750f11b8f07a46fa23e0a1386ffc01fb1e7d343efc387895"
+dependencies = [
+ "bitflags 2.11.1",
+ "cexpr",
+ "clang-sys",
+ "itertools 0.13.0",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "rustc-hash 2.1.2",
+ "shlex",
+ "syn",
+]
+
+[[package]]
+name = "bit-set"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "08807e080ed7f9d5433fa9b275196cfc35414f66a0c79d864dc51a0d825231a3"
+dependencies = [
+ "bit-vec",
+]
+
+[[package]]
+name = "bit-vec"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
 [[package]]
 name = "bitflags"
 version = "2.11.1"
@@ -171,6 +258,22 @@ version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 
+[[package]]
+name = "bzip2-sys"
+version = "0.1.13+1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
+[[package]]
+name = "cast"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
+
 [[package]]
 name = "cc"
 version = "1.2.62"
@@ -178,15 +281,89 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a1dce859f0832a7d088c4f1119888ab94ef4b5d6795d1ce05afb7fe159d79f98"
 dependencies = [
  "find-msvc-tools",
+ "jobserver",
+ "libc",
  "shlex",
 ]
 
+[[package]]
+name = "cexpr"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
+dependencies = [
+ "nom",
+]
+
 [[package]]
 name = "cfg-if"
 version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
+[[package]]
+name = "ciborium"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
+dependencies = [
+ "ciborium-io",
+ "ciborium-ll",
+ "serde",
+]
+
+[[package]]
+name = "ciborium-io"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
+
+[[package]]
+name = "ciborium-ll"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
+dependencies = [
+ "ciborium-io",
+ "half",
+]
+
+[[package]]
+name = "clang-sys"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b023947811758c97c59bf9d1c188fd619ad4718dcaa767947df1cadb14f39f4"
+dependencies = [
+ "glob",
+ "libc",
+ "libloading",
+]
+
+[[package]]
+name = "clap"
+version = "4.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
+dependencies = [
+ "clap_builder",
+]
+
+[[package]]
+name = "clap_builder"
+version = "4.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "714a53001bf66416adb0e2ef5ac857140e7dc3a0c48fb28b2f10762fc4b5069f"
+dependencies = [
+ "anstyle",
+ "clap_lex",
+]
+
+[[package]]
+name = "clap_lex"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
+
 [[package]]
 name = "cookie"
 version = "0.18.1"
@@ -224,6 +401,73 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
+[[package]]
+name = "criterion"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2b12d017a929603d80db1831cd3a24082f8137ce19c69e6447f54f5fc8d692f"
+dependencies = [
+ "anes",
+ "cast",
+ "ciborium",
+ "clap",
+ "criterion-plot",
+ "is-terminal",
+ "itertools 0.10.5",
+ "num-traits",
+ "once_cell",
+ "oorandom",
+ "plotters",
+ "rayon",
+ "regex",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "tinytemplate",
+ "walkdir",
+]
+
+[[package]]
+name = "criterion-plot"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b50826342786a51a89e2da3a28f1c32b06e387201bc2d19791f622c673706b1"
+dependencies = [
+ "cast",
+ "itertools 0.10.5",
+]
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.9.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+dependencies = [
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-utils"
+version = "0.8.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
+
+[[package]]
+name = "crunchy"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
+
 [[package]]
 name = "deranged"
 version = "0.5.8"
@@ -250,6 +494,25 @@ version = "0.15.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1aaf95b3e5c8f23aa320147307562d361db0ae0d51242340f558153b4eb2439b"
 
+[[package]]
+name = "durable"
+version = "0.1.0"
+dependencies = [
+ "bincode",
+ "criterion",
+ "proptest",
+ "rocksdb",
+ "serde",
+ "tempfile",
+ "thiserror",
+]
+
+[[package]]
+name = "either"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91622ff5e7162018101f2fea40d6ebf4a78bbe5a49736a2020649edf9693679e"
+
 [[package]]
 name = "encoding_rs"
 version = "0.8.35"
@@ -373,6 +636,18 @@ dependencies = [
  "wasi",
 ]
 
+[[package]]
+name = "getrandom"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "r-efi 5.3.0",
+ "wasip2",
+]
+
 [[package]]
 name = "getrandom"
 version = "0.4.2"
@@ -381,11 +656,17 @@ checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
 dependencies = [
  "cfg-if",
  "libc",
- "r-efi",
+ "r-efi 6.0.0",
  "wasip2",
  "wasip3",
 ]
 
+[[package]]
+name = "glob"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
+
 [[package]]
 name = "h2"
 version = "0.4.14"
@@ -405,6 +686,17 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "half"
+version = "2.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ea2d84b969582b4b1864a92dc5d27cd2b77b622a8d79306834f1be5ba20d84b"
+dependencies = [
+ "cfg-if",
+ "crunchy",
+ "zerocopy",
+]
+
 [[package]]
 name = "hashbrown"
 version = "0.15.5"
@@ -426,6 +718,12 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
+[[package]]
+name = "hermit-abi"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
+
 [[package]]
 name = "http"
 version = "1.4.1"
@@ -676,12 +974,51 @@ version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
 
+[[package]]
+name = "is-terminal"
+version = "0.4.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
+dependencies = [
+ "hermit-abi",
+ "libc",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "itertools"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itertools"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
+[[package]]
+name = "jobserver"
+version = "0.1.34"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
+dependencies = [
+ "getrandom 0.3.4",
+ "libc",
+]
+
 [[package]]
 name = "js-sys"
 version = "0.3.99"
@@ -700,6 +1037,12 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
+[[package]]
+name = "lazycell"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830d08ce1d1d941e6b30645f1a0eb5643013d835ce3779a5fc208261dbe10f55"
+
 [[package]]
 name = "leb128fmt"
 version = "0.1.0"
@@ -712,6 +

… preview truncated; 197,635 characters omitted

download full diff A

B — c_7a129e904906 (tommy-mor)

message

[4e327784] deploy live constitution dashboard

Expose auditable progress and event streaming, configure the production roots and runtime, and make tested main-branch commits the deployment authority.

Co-authored-by: Cursor <cursoragent@cursor.com>

diff preview

diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000000000000000000000000000000000000..c9d63a722beba0a0297fc853089332c460ab78dd
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,7 @@
+.git
+.venv
+.hypothesis
+__pycache__
+tests
+*.json
+*.bsp
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000000000000000000000000000000000000..76dcdf82d53177c1e47d86b23a54523239d232a6
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,49 @@
+name: Test and deploy
+
+on:
+  push:
+    branches: [main]
+
+concurrency:
+  group: production
+  cancel-in-progress: false
+
+permissions:
+  contents: read
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+
+      - name: Run Python tests
+        run: uv run pytest -q
+
+      - name: Install Babashka
+        run: |
+          curl -fsSL https://raw.githubusercontent.com/babashka/babashka/master/install \
+            | sudo bash -s -- --dir /usr/local/bin
+
+      - name: Run process integration tests
+        run: bb TEST.sh
+
+  deploy:
+    needs: test
+    runs-on: ubuntu-latest
+    environment:
+      name: production
+      url: https://token.slug.social
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: superfly/flyctl-actions/setup-flyctl@master
+
+      - name: Deploy to Fly
+        run: flyctl deploy --remote-only
+        env:
+          FLY_API_TOKEN: ${{ secrets.FLY_API_TOKEN }}
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..c9a5c00782371c19ad5ab5c58cf6f5a8ffec0141
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+FROM ghcr.io/astral-sh/uv:python3.11-bookworm-slim
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends git ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+COPY pyproject.toml uv.lock ./
+RUN uv sync --frozen --no-install-project
+
+COPY constitution.py ./
+
+ENV PATH="/app/.venv/bin:${PATH}" \
+    PYTHONUNBUFFERED="1"
+
+EXPOSE 8080
+CMD ["python", "constitution.py"]
diff --git a/constitution.py b/constitution.py
index 4bee9f83663ab7fb36db95129b92b64b4ef57258..a58257e1881b21d1d6fa8e68a3faa222e4f661ef 100644
--- a/constitution.py
+++ b/constitution.py
@@ -24,12 +24,12 @@ A daily GitHub Action backs up the JSONL ledger to the same repo.
 Run: uv run constitution.py
 """
 
-from decimal import Decimal, getcontext
+from decimal import Decimal, getcontext, DefaultContext
 from datetime import datetime, timezone
 from fastapi import FastAPI, Request, Response
 from fastapi.responses import PlainTextResponse, HTMLResponse
 from starlette.middleware.sessions import SessionMiddleware
-import json, time, os, asyncio, httpx, pathlib, subprocess, hashlib, re, fcntl
+import json, time, os, asyncio, httpx, pathlib, subprocess, hashlib, re, fcntl, base64
 import sympy as sp  # type: ignore[reportMissingImports]
 from tenacity import retry, retry_if_exception, stop_after_attempt, wait_exponential
 from evaleval import (
@@ -37,6 +37,7 @@ from evaleval import (
     exec_event, One, Two, Three, Selector, MORPH, PREPEND,
 )
 
+DefaultContext.prec = 50
 getcontext().prec = 50
 
 app = FastAPI()
@@ -129,14 +130,47 @@ OPENROUTER_BASE_URL = os.environ.get("OPENROUTER_BASE_URL", "https://openrouter.
 # using the exact same source; their normalized values are committed to every
 # discovery event.
 DEFAULT_REPOSITORIES = [
+    {
+        "id": "constitution",
+        "url": "https://github.com/sortersocial/constitution.git",
+        "refs": ["refs/heads/**"],
+    },
     {
         "id": "slug",
-        "url": "https://github.com/tommy-mor/slug.git",
+        "url": "https://github.com/sortersocial/slug.git",
+        "refs": ["refs/heads/**"],
+    },
+    {
+        "id": "sorter",
+        "url": "https://github.com/sorterisntonline/sorter.git",
+        "refs": ["refs/heads/**"],
+    },
+    {
+        "id": "sorter2",
+        "url": "https://github.com/sortersocial/sorter2.git",
+        "refs": ["refs/heads/**"],
+    },
+    {
+        "id": "sorter-oldest",
+        "url": "https://github.com/tommy-mor/sorter.git",
         "refs": ["refs/heads/**"],
     },
 ]
 DEFAULT_CONTRIBUTORS = {
     "tommy-mor": ["thmorriss@gmail.com"],
+    "christopher-whitman": [
+        "chris@cwwhitman.com",
+        "7566903+cwwhitman@users.noreply.github.com",
+    ],
+    "jake-chvatal": [
+        "jake+github@uln.industries",
+        "jakechvatal@gmail.com",
+        "jake@isnt.online",
+    ],
+    "lara": ["me@lara.lv"],
+    "nat-reid": ["nathanielreid@gmail.com"],
+    "zod": ["jason.p.mcel@gmail.com", "me@zod.tf"],
+    "jovan": ["jovan@slug.social", "jovan@getcivicai.com"],
 }
 
 REPOSITORIES = json.loads(
@@ -147,6 +181,7 @@ CONTRIBUTORS = json.loads(
 )
 GIT_MIRROR_DIR = pathlib.Path(os.environ.get("GIT_MIRROR_DIR", "/data/git"))
 GIT_TIMEOUT_SECONDS = int(os.environ.get("GIT_TIMEOUT_SECONDS", "120"))
+GITHUB_TOKEN = os.environ.get("GITHUB_TOKEN", "")
 
 # Council model IDs: slug.social garden rank under this parent (bodies = OpenRouter URLs), then top-up from OpenRouter list.
 SLUG_SOCIAL_BASE_URL = os.environ.get("SLUG_SOCIAL_BASE_URL", "https://slug.social").rstrip("/")
@@ -661,20 +696,30 @@ def _git(repo: pathlib.Path | None, *args: str, input_bytes: bytes | None = None
     if repo is not None:
         command += ["-C", str(repo)]
     command += list(args)
+    git_env = {
+        **os.environ,
+        "GIT_CONFIG_NOSYSTEM": "1",
+        "GIT_CONFIG_GLOBAL": os.devnull,
+        "GIT_NO_REPLACE_OBJECTS": "1",
+        "LC_ALL": "C",
+        "TZ": "UTC",
+    }
+    if GITHUB_TOKEN:
+        credential = base64.b64encode(
+            f"x-access-token:{GITHUB_TOKEN}".encode()
+        ).decode()
+        git_env.update({
+            "GIT_CONFIG_COUNT": "1",
+            "GIT_CONFIG_KEY_0": "http.https://github.com/.extraHeader",
+            "GIT_CONFIG_VALUE_0": f"Authorization: Basic {credential}",
+        })
     try:
         result = subprocess.run(
             command,
             input=input_bytes,
             stdout=subprocess.PIPE,
             stderr=subprocess.PIPE,
-            env={
-                **os.environ,
-                "GIT_CONFIG_NOSYSTEM": "1",
-                "GIT_CONFIG_GLOBAL": os.devnull,
-                "GIT_NO_REPLACE_OBJECTS": "1",
-                "LC_ALL": "C",
-                "TZ": "UTC",
-            },
+            env=git_env,
             timeout=GIT_TIMEOUT_SECONDS,
             check=False,
         )
@@ -844,9 +889,15 @@ def _build_discovery(epoch_n: int, boundary_ms: int, events: list) -> GitDiscove
         canonical_location = min(
             locations[qualified_oid], key=lambda x: (x[0], x[1])
         )
+        # One commit may be reachable from dozens of refs in the same mirror.
+        # Verify its object once per repository, not once per source ref.
+        object_locations = {
+            (str(m), raw_oid): (m, raw_oid)
+            for _, _, m, raw_oid in locations[qualified_oid]
+        }
         object_hashes = {
             hashlib.sha256(_git(m, "cat-file", "commit", raw_oid)).hexdigest()
-            for _, _, m, raw_oid in locations[qualified_oid]
+            for m, raw_oid in object_locations.values()
         }
         if len(object_hashes) != 1:
             raise RuntimeError(f"conflicting Git objects share OID {qualified_oid}")
@@ -994,11 +1045,55 @@ async def discover_repositories(epoch_n: int, boundary_ms: int) -> GitDiscovery:
 
 
 SSE_CLIENTS = []
+AUDIT_HISTORY = []
+AUDIT_SEQUENCE = 0
+PROCESS_STATE = {
+    "running": False,
+    "phase": "idle",
+    "progress": 100,
+    "message": "Waiting for the next epoch",
+}
+
+
+def _sse_event(event_name: str, payload: dict) -> str:
+    return (
+        f"event: {event_name}\n"
+        f"data: {json.dumps(payload, separators=(',', ':'))}\n\n"
+    )
+
+
+async def broadcast_audit(
+    kind: str,
+    message: str,
+    *,
+    progress: int | None = None,
+    phase: str | None = None,
+) -> dict:
+    global AUDIT_SEQUENCE
+    AUDIT_SEQUENCE += 1
+    if progress is not None:
+        PROCESS_STATE["progress"] = max(0, min(100, int(progress)))
+    if phase is not None:
+        PROCESS_STATE["phase"] = phase
+    PROCESS_STATE["message"] = message
+    payload = {
+        "id": AUDIT_SEQUENCE,
+        "timestamp_ms": int(time.time() * 1000),
+        "kind": kind,
+        "message": message,
+        **PROCESS_STATE,
+    }
+    AUDIT_HISTORY.append(payload)
+    del AUDIT_HISTORY[:-200]
+    wire = _sse_event("audit", payload)
+    for queue in list(SSE_CLIENTS):
+        await queue.put(wire)
+    return payload
 
 
 async def broadcast_js(js: str):
     """Send a JS snippet to all connected SSE clients."""
-    for queue in SSE_CLIENTS:
+    for queue in list(SSE_CLIENTS):
         await queue.put(js)
 
 
@@ -1006,10 +1101,29 @@ async def rank_commits(commits: list[dict]):
     if not commits:
         return {}, []
 
-    models = await fetch_top_models(n=3)
     contributors = sorted(set(c["contributor"] for c in commits))
-    if len(contributors) > 1 and not models:
+    if len(contributors) == 1:
+        await broadcast_audit(
+            "ranking",
+            f"Only {contributors[0]} is eligible; rank is 1.0",
+            progress=90,
+            phase="finalizing",
+        )
+        return {contributors[0]: Decimal("1")}, []
+    if not (OPENROUTER_API_KEY or "").strip():
+        raise RuntimeError(
+            "OPENROUTER_API_KEY is required when multiple contributors need ranking"
+        )
+
+    models = await fetch_top_models(n=3)
+    if not models:
         raise RuntimeError("no council models available for contributor ranking")
+    await broadcast_audit(
+        "council",
+        f"Council selected: {', '.join(models)}",
+        progress=35,
+        phase="ranking",
+    )
     await broadcast_js(exec_event(Three[Selector("#emission-log")][PREPEND][
         ["div.log-council", f"Council: {', '.join(models)} — {len(commits)} commits"]
     ]))
@@ -1035,6 +1149,11 @@ async def rank_commits(commits: list[dict]):
 
     async def compare_fn(i, j):
         a1, a2 = authors[i], authors[j]
+        await broadcast_audit(
+            "comparison",
+            f"Comparing {a1} with {a2}",
+            phase="ranking",
+        )
         await broadcast_js(exec_event(Three[Selector("#emission-status")][MORPH][
             ["div#emission-status", f"Comparing {a1} vs {a2}…"]
         ]))
@@ -1050,6 +1169,11 @@ async def rank_commits(commits: list[dict]):
                 if winner_weight <= 0 or loser_weight <= 0:
                     raise ValueError("ratio weights must be positive")
                 results.append((w, l, winner_weight, loser_weight))
+                await broadcast_audit(
+                    "vote",
+                    f"{model}: {authors[w]} over {authors[l]} ({result['ratio']})",
+                    phase="ranking",
+                )
                 await broadcast_js(exec_event(Three[Selector("#emission-log")][PREPEND][
                     ["div.log-vote",
                         ["span.model", model], " — ",
@@ -1059,6 +1183,11 @@ async def rank_commits(commits: list[dict]):
                     ]
                 ]))
             except Exception as e:
+                await broadcast_audit(
+                    "error",
+                    f"{model} failed: {e}",
+                    phase="error",
+                )
                 await broadcast_js(exec_event(Three[Selector("#emission-log")][PREPEND][
                     ["div.log-error", f"⚠ {model}: {e}"]
                 ]))
@@ -1068,8 +1197,13 @@ async def rank_commits(commits: list[dict]):
     async def progress_fn(ev):
         if ev["phase"] == "spanning_tree":
             label = f"Spanning tree: {ev['step']}/{ev['total']}"
+    

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