[codex] Fix v0.5 release gate polish

.github/CODEOWNERS

@@ -1,4 +1,4 @@
-# Code owners for Fieldnote-Echo/ordvec
+# Code owners for Project-Navi/ordvec
 #
 # Listed owners are automatically requested for review on pull requests that
 # touch matching paths. For GitHub to honour an entry the owner must have write

.github/ISSUE_TEMPLATE/config.yml

@@ -1,5 +1,5 @@
 blank_issues_enabled: false
 contact_links:
   - name: Questions & research discussion
-    url: https://github.com/Fieldnote-Echo/ordvec/discussions
+    url: https://github.com/Project-Navi/ordvec/discussions
     about: For usage questions, methodology, and paper-related discussion.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -12,7 +12,7 @@ What are you trying to do that ordvec doesn't support today?
 What you'd like to see.
 
 **Alternatives considered**
-(See [docs/ALTERNATIVES_CONSIDERED.md](https://github.com/Fieldnote-Echo/ordvec/blob/main/docs/ALTERNATIVES_CONSIDERED.md) —
+(See [docs/ALTERNATIVES_CONSIDERED.md](https://github.com/Project-Navi/ordvec/blob/main/docs/ALTERNATIVES_CONSIDERED.md) —
 some directions were already trialled and dropped.)
 
 **Scope**

.github/actions/setup-intel-sde/action.yml

@@ -61,7 +61,7 @@ runs:
         archive_cache_dir="${HOME}/.cache/ordvec-intel-sde"
         cached_archive="${archive_cache_dir}/${version}-${sha256}.tar.xz"
         download_url="${url_base}/${version}.tar.xz"
-        curl_user_agent="ordvec-ci-intel-sde/${version} (https://github.com/Fieldnote-Echo/ordvec)"
+        curl_user_agent="ordvec-ci-intel-sde/${version} (https://github.com/Project-Navi/ordvec)"
         archive_ready=false
 
         mark_unavailable() {

.github/workflows/ci.yml

@@ -280,7 +280,7 @@ jobs:
             --max-time 60 \
             --retry 3 \
             --retry-all-errors \
-            --user-agent "ordvec-ci/${core_version} (https://github.com/Fieldnote-Echo/ordvec)" \
+            --user-agent "ordvec-ci/${core_version} (https://github.com/Project-Navi/ordvec)" \
             --output /dev/null \
             --write-out "%{http_code}" \
             "https://crates.io/api/v1/crates/ordvec/${core_version}" || true)"

.github/workflows/release.yml

@@ -72,12 +72,14 @@
 # ONE-TIME SETUP before the first tag on this workflow (each fails CLOSED until
 # done, so landing this first is safe):
 #   * crates.io: ordvec and ordvec-manifest > Settings > Trusted Publishing >
-#       edit each GitHub publisher -> workflow = `release.yml` (env stays
-#       `crates-io`).
-#   * PyPI: ordvec > publishing > edit the GitHub publisher -> workflow =
-#       `release.yml` (env stays `pypi`).
+#       edit each GitHub publisher -> owner = `Project-Navi`, repository =
+#       `ordvec`, workflow = `release.yml` (env stays `crates-io`).
+#   * PyPI: ordvec > publishing > edit the GitHub publisher -> owner =
+#       `Project-Navi`, repository = `ordvec`, workflow = `release.yml`
+#       (env stays `pypi`).
 #   * PyPI: ordvec-manifest > publishing > add or edit the GitHub publisher
-#       -> workflow = `release.yml` (env stays `pypi`).
+#       -> owner = `Project-Navi`, repository = `ordvec`, workflow =
+#       `release.yml` (env stays `pypi`).
 #   * GitHub Environments `crates-io` AND `pypi`:
 #       - keep "Required reviewers" (the human publish gate);
 #       - set "Deployment branches and tags" to **Selected branches and tags**
@@ -1090,7 +1092,7 @@ jobs:
           METADATA_URL="https://crates.io/api/v1/crates/ordvec/${VERSION}"
           API_URL="https://crates.io/api/v1/crates/ordvec/${VERSION}/download"
           STATIC_URL="https://static.crates.io/crates/ordvec/ordvec-${VERSION}.crate"
-          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Fieldnote-Echo/ordvec)"
+          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Project-Navi/ordvec)"
           EXISTING="${RUNNER_TEMP}/existing-ordvec.crate"
           METADATA="${RUNNER_TEMP}/existing-ordvec-metadata.json"
           METADATA_STATUS_FILE="${RUNNER_TEMP}/existing-ordvec-metadata-status.txt"
@@ -1223,7 +1225,7 @@ jobs:
           # CDN propagation can take a few seconds after publish — retry briefly.
           API_URL="https://crates.io/api/v1/crates/ordvec/${VERSION}/download"
           STATIC_URL="https://static.crates.io/crates/ordvec/ordvec-${VERSION}.crate"
-          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Fieldnote-Echo/ordvec)"
+          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Project-Navi/ordvec)"
           PUBLISHED="${RUNNER_TEMP}/published.crate"
           for i in 1 2 3 4 5 6 7 8 9 10 11 12; do
             rm -f "$PUBLISHED"
@@ -1467,7 +1469,7 @@ jobs:
           METADATA_URL="https://crates.io/api/v1/crates/ordvec-manifest/${VERSION}"
           API_URL="https://crates.io/api/v1/crates/ordvec-manifest/${VERSION}/download"
           STATIC_URL="https://static.crates.io/crates/ordvec-manifest/ordvec-manifest-${VERSION}.crate"
-          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Fieldnote-Echo/ordvec)"
+          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Project-Navi/ordvec)"
           EXISTING="${RUNNER_TEMP}/existing-ordvec-manifest.crate"
           METADATA="${RUNNER_TEMP}/existing-ordvec-manifest-metadata.json"
           METADATA_STATUS_FILE="${RUNNER_TEMP}/existing-ordvec-manifest-metadata-status.txt"
@@ -1585,7 +1587,7 @@ jobs:
           A_SHA=$(sha256sum "$ATTESTED" | cut -d' ' -f1)
           API_URL="https://crates.io/api/v1/crates/ordvec-manifest/${VERSION}/download"
           STATIC_URL="https://static.crates.io/crates/ordvec-manifest/ordvec-manifest-${VERSION}.crate"
-          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Fieldnote-Echo/ordvec)"
+          CRATES_IO_USER_AGENT="ordvec-release-verify/${VERSION} (https://github.com/Project-Navi/ordvec)"
           PUBLISHED="${RUNNER_TEMP}/published.crate"
           for i in 1 2 3 4 5 6 7 8 9 10 11 12; do
             rm -f "$PUBLISHED"

CHANGELOG.md

@@ -13,7 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
   tooling** (introduced with the benchmark harness; none reach the published
   `ordvec` crate or the `ordvec` PyPI wheel). The `benchmarks/beir/requirements.txt`
   deps were unpinned, so OSV flagged each against its full historical CVE list;
-  they are now lower-bound-pinned at the first patched release (`requests>=2.32.4`,
+  they are now lower-bound-pinned at the first patched release (`requests>=2.33.0`,
   `hnswlib>=0.8.0`, `numpy>=1.26`, plus safe floors for the rest). `bincode` 1.x
   (RUSTSEC-2025-0141, *unmaintained* — not a vulnerability) enters only
   transitively via `hnsw_rs` in `benchmarks/beir-bench` and is absent from
@@ -37,8 +37,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - **`RankQuantFastscan` is now a stable, public API** (previously re-exported
   `#[doc(hidden)]`), with `.ovfs` / `OVFS` persistence via
   `RankQuantFastscan::{write,load}` and a ninth `load_fastscan` cargo-fuzz
-  target. Metadata-probe support (`probe_index_metadata`) for `.ovfs` is
-  deferred to 0.8.0 (#233, #232).
+  target. Metadata-probe support (`probe_index_metadata`) and
+  `ordvec-manifest` v1 support for `.ovfs` are deferred to 0.8.0 (#233, #232);
+  bind `.ovfs` artifacts with caller-owned checksums or attestations when they
+  cross a trust boundary.
 
 ### Performance
 
@@ -64,6 +66,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Changed
 
+- **Clarified BEIR benchmark release claims.** The committed README figures use
+  the default method set and do not yet include the newer
+  `sign-rq2-threaded` probe row; the docs and plot generator now distinguish
+  4096-byte HNSW float-vector storage from implementation-owned graph side
+  storage instead of treating the graph as zero.
 - **On-disk format magics renamed to `OV*`** (`OVR1` / `OVRQ` / `OVBM` /
   `OVSB`). The loaders still accept the legacy `TV*` magics, so every
   previously-written `.tvr` / `.tvrq` / `.tvbm` / `.tvsb` file continues to load
@@ -321,6 +328,6 @@ system dependencies** — no BLAS, no `ndarray`, no `faer`.
   AVX-512 intrinsics this crate relies on were stabilized.
 - Dual-licensed under **MIT OR Apache-2.0**.
 
-[0.4.0]: https://github.com/Fieldnote-Echo/ordvec/compare/v0.3.0...v0.4.0
-[0.2.0]: https://github.com/Fieldnote-Echo/ordvec/compare/v0.1.0...v0.2.0
-[0.1.0]: https://github.com/Fieldnote-Echo/ordvec/releases/tag/v0.1.0
+[0.4.0]: https://github.com/Project-Navi/ordvec/compare/v0.3.0...v0.4.0
+[0.2.0]: https://github.com/Project-Navi/ordvec/compare/v0.1.0...v0.2.0
+[0.1.0]: https://github.com/Project-Navi/ordvec/releases/tag/v0.1.0

Cargo.toml

@@ -5,8 +5,8 @@ edition = "2021"
 rust-version = "1.89" # AVX-512 intrinsics stabilized in 1.89.0; also clears the 1.87 floor from u64::is_multiple_of
 description = "Training-free ordinal & sign quantization for vector retrieval"
 license = "MIT OR Apache-2.0"
-repository = "https://github.com/Fieldnote-Echo/ordvec"
-homepage = "https://github.com/Fieldnote-Echo/ordvec"
+repository = "https://github.com/Project-Navi/ordvec"
+homepage = "https://github.com/Project-Navi/ordvec"
 documentation = "https://docs.rs/ordvec"
 readme = "README.md"
 keywords = ["vector-search", "quantization", "nearest-neighbor", "ann", "simd"]

GOVERNANCE.md

@@ -8,7 +8,7 @@ describes how it is run.
 - **Maintainer.** ordvec is currently maintained by Nelson Spence
   ([@Fieldnote-Echo](https://github.com/Fieldnote-Echo)), the project lead and
   final decision-maker on technical direction, releases, and scope.
-- **Code owners.** Listed in [`.github/CODEOWNERS`](https://github.com/Fieldnote-Echo/ordvec/blob/main/.github/CODEOWNERS); they
+- **Code owners.** Listed in [`.github/CODEOWNERS`](https://github.com/Project-Navi/ordvec/blob/main/.github/CODEOWNERS); they
   review and approve changes.
 
 ## Decision-making

Makefile

@@ -59,10 +59,13 @@ SCALE_SIZES := 1000 3000 10000 30000 100000 170000
 
 # ── methods (all measured in the single Rust process) ─────────────────────────
 #   flat       exact inner product (== FAISS IndexFlatIP math), 4096 B/vec
-#   hnsw       pure-Rust HNSW M=32 (Malkov–Yashunin), 4096 B/vec
+#   hnsw       pure-Rust HNSW M=32 (Malkov–Yashunin), 4096 B/vec + graph
 #   rq2/rq4    ordvec RankQuant b=2 / b=4 (256 / 512 B/vec)
 #   bitmap-rq2 ordvec Bitmap → RankQuant b=2 (two-stage)
 #   sign-rq2   ordvec SignBitmap → RankQuant b=2 (two-stage)
+# The committed README figures use this default set; they intentionally do not
+# include the newer sign-rq2-threaded probe row until the public artifacts are
+# regenerated and reviewed together.
 BENCH_METHODS := flat,hnsw,rq2,rq4,bitmap-rq2,sign-rq2
 
 # ── encoder (canonical: GGUF Q8_0 via llama-cpp-python / CUDA) ────────────────