theatrus / seiza

Повний розв'язаний набір залежностей із графа залежностей GitHub: 43 прямих і 352 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 388 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 5 мають відомі сповіщення, з них 2 прямі. 7 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "The C ABI crate now ships alongside the rest of the 0.12.0 release so\nnative consumers can pin it from the registry instead of a git checkout.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "body": "The solver_lite, solver_gaia, blind_deep, and blind_deep_gaia20 sets in\nseiza-download now bundle objects.bin, minor-bodies.bin, and\ntransients.bin, matching what CLI and C ABI setup already install. The\nPython fetch_catalogs() default gains the same data; previously only\ndatasets=\"all\" included Solar System and transient annotation. A bare\nstar catalog remains available through CatalogSet::dataset.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "body": "* Add seiza-stats and share robust statistics\n\nOne median convention (average the two middle samples), a named\nMAD-to-sigma constant, and shared median/MAD helpers replace five\nper-crate copies in seiza, seiza-stacking, seiza-background, and\nseiza-stretch. Background reference estimation now returns\n[…]\nuthored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* Format seiza-py imports\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "body": "* Prototype conservative deconvolution\n\n* Compare restoration with an external learned reference\n\n* Document stronger classical deconvolution sweep\n\n* Describe learned comparison generically\n\n* Optimize deconvolution workspace reuse\n\n* Bind deconvolution in Python and C ABI\n\n* Format the standalone Python workspace",
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          "headline": "Prototype conservative astronomical deconvolution (#75)",
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          "headline": "Compose background correction with FITS rendering (#73)",
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          "body": "…#64)\n\n* Add unified seiza-cabi crate for the Windows and macOS apps\n\nseiza-win (.NET) and seiza-mac (Swift) each vendored a near-identical\nseiza-cabi crate. This lands one crate in the workspace that is the superset\nboth apps consume, reconciled against their latest state.\n\nBase and reconciliation:\n[…]\na build-dependency and compiles on the 1.89 MSRV.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Add unified seiza-cabi crate (superset of the Windows + macOS apps) (…",
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          "body": "* Add parameterized stretch pipeline\n\n* Preserve existing stretch behavior",
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          "headline": "Add parameterized stretch pipeline (#66)",
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          "body": "is_same_file's Windows branch would need file_index/volume_serial_number,\nwhich are still unstable (windows_by_handle, rust-lang/rust#63010), so it\nstays Unix-only and returns false elsewhere. That is correct — materialize\njust reinstalls (a cheap unlink + re-link, no re-hash) instead of skipping.\n\n\n[…]\ns-latest; make them platform-aware and assert cross-platform\ncorrectness (content) everywhere, the shared-inode skip only on Unix.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Fix Windows CI: gate hard-link identity behind Unix (#63)",
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          "body": "* Add mono stack color composition\n\n* Feature image stacking in the library byline\n\n* Fix color composition review findings",
          "is_bot": false,
          "headline": "Add mono stack color composition (#61)",
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          "body": "* Speed up catalog install and add install/verify feedback\n\nCatalog download setup spent its time in two silent, redundant places:\n`materialize` copied every already-verified cache object and then re-hashed\nthe copy, and `verify_file` ran SHA-256 inline on the async runtime thread,\none artifact at a\n[…]\nng both the hard-link and copy-fallback branches.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Speed up catalog install and add install/verify feedback (#62)",
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          "body": "* Add linear image stacking engine\n\n* Harden stacking calibration and provenance\n\n* Add calibration master construction\n\n* Move float FITS writing into seiza-fits\n\n* Pin Rust toolchain and enforce MSRV\n\n* Fix stacking review findings\n\n* Improve drift-tolerant stack registration\n\n* Speed up full-resolution stacking\n\n* Expose image stacking through Python\n\n* Handle meridian flips while stacking\n\n* Document meridian-flip stacking\n\n* Document color stacking output",
          "is_bot": false,
          "headline": "Add linear image and live stacking (#49)",
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          "oid": "784989a9e878253e06a3dace8b160b6a6d61ce09",
          "body": "Drop the AsyncFnMut nearest-selection helper that made mirror/historical load futures non-Send; inline the loop and add a compile-time Send guard.",
          "is_bot": false,
          "headline": "seiza-satellites 0.4.1: keep provider load futures Send (#60)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T21:22:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4305881d907cf44ed6289d02434c6cc49734afae",
          "body": "Version bump: workspace 0.11.2, seiza-download 0.5.0, seiza-satellites 0.4.0.",
          "is_bot": false,
          "headline": "Release 0.11.2 (#59)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T20:38:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03adb737af5c0dca8b64b87ae6b76689a21d6c48",
          "body": "* Detect satellite trails with large orbital offsets\n\n* Preserve angular satellite trail search coverage",
          "is_bot": false,
          "headline": "Detect satellite trails with large orbital offsets (#58)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T20:24:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa8ecbc69d3dfc9cc0afadb0838d187b2a9d21a0",
          "body": "… (#57)\n\nExpose the OrbitalCatalogSource cascade to Python via\nSatelliteCatalog.resolve(time), so bindings get current-vs-historical\nselection and the mirror->SatChecker fallback instead of CelesTrak only.\nAdds a `provider` property and a time-only OrbitalCatalogSource::load_at\nentry point. Additive API; no breaks.",
          "is_bot": false,
          "headline": "seiza-py: resolve epoch-appropriate elements via the provider cascade…",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T19:56:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b99b58147a543fdfe7f5714192071090bf92e226",
          "body": "…poch (#56)\n\n* satellites: skip malformed TLE records instead of failing the epoch\n\nIAU SatChecker occasionally emits a single satellite with an unparseable field\n(e.g. an invalid mean-anomaly float). satkit's TLE::from_lines `?`-aborts on\nthe first bad record, so from_tle_text discarded the entire \n[…]\nmant 70-char line 2\n(8-digit eccentricity shifts later columns), so satkit's fixed-column mean-\nanomaly slice reads garbage. Test uses the real NORAD 45254 record; comment\ndescribes the actual defect.",
          "is_bot": false,
          "headline": "satellites: skip malformed TLE records instead of failing the whole e…",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T19:06:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fea446e7e0b65b67d0b0d9f924674fc74a00b324",
          "body": "…tes (#55)\n\nExtract a generic content-addressed transfer/verify core (seiza-download::bundle),\nroute the satellite mirror through it, collapse the satellite durable-cache\nmachinery into a cache module, unify nearest-time snapshot selection, and\ndeclare + CI-enforce a 1.89 MSRV. No public API breaks;\n[…]\n CLI changes.\n\nIncludes code-review hardening: identity transfers are size-bounded mid-stream,\nDownloadStarted fires only after response validation, and the client read\ntimeout is explicit per caller.",
          "is_bot": false,
          "headline": "Share bundle transfer and cache machinery across download and satelli…",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T18:52:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "69502d3219f86db320844535a31be4646af6c7d3",
          "body": "- workspace 0.11.0 -> 0.11.1 (seiza, seiza-cli)\n- seiza-satellites 0.3.0 -> 0.3.1 (zstd-compressed mirror artifacts, #53)\n- seiza-py 0.11.0 -> 0.11.1 (lockstep with seiza)",
          "is_bot": false,
          "headline": "Release 0.11.1 (#54)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T06:30:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23cb15498f6b25064aa90458ba7e083215b6e205",
          "body": "The v1 mirror stored raw TLE (~4 MiB/snapshot); a full historical backfill is\ngigabytes of highly-compressible ASCII. Store each artifact as a single zstd\nframe instead, content-addressed by the *uncompressed* sha256 so its logical\nidentity is unchanged (artifacts/<sha256>/satellites.tle.zst), and h\n[…]\nnd it's the fallback the fast local mirror is consulted before.\n\nOlder clients strictly reject the new fields and fall back to live SatChecker,\nwhich is harmless since no mirror data is published yet.",
          "is_bot": false,
          "headline": "Store satellite mirror artifacts zstd-compressed at rest (#53)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T06:23:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07ff9103973b72034ee126f2b3c4624ca2ca5c7a",
          "body": "- workspace 0.10.0 -> 0.11.0 (seiza, seiza-cli)\n- seiza-satellites 0.2.0 -> 0.3.0 (historical satellite resolution + rolling\n  mirror, #51)\n- seiza-py 0.10.0 -> 0.11.0 (kept in lockstep with seiza)\n- add RELEASE.md documenting the crates.io + v-tag + py-v-tag release process",
          "is_bot": false,
          "headline": "Release 0.11.0 (#52)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T05:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afd264e65a1a8c8c6732194d50dfc436a900763b",
          "body": "* Add on-demand historical satellite catalogs\n\n* Add rolling satellite mirror publication\n\n* Address review: cap response reads, quiet no-coverage fallback, invalidate CDN\n\nReview fixes for the satellite mirror:\n\n- Enforce the 16 MiB manifest / 256 MiB artifact bounds *while streaming*\n  (read_body_\n[…]\nD\n  is set, matching the data/v4 flow; swap jq for python3 (the publisher toolchain\n  has no jq); recommend transitioning aged artifacts/ to Standard-IA (served, so\n  instant-retrieval — not Glacier).",
          "is_bot": false,
          "headline": "Add historical satellite resolution and rolling mirror (#51)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T05:27:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e274124720bfea1d7d40819aa839818c214f537",
          "body": "* Release 0.10.0\n\n* Add compact satellite track analysis",
          "is_bot": false,
          "headline": "Release 0.10.0 (#50)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T03:20:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee846b59284e5e1f88fa8172b449f705eb96b434",
          "body": "* Retain replayable satellite catalog history\n\n* Move satellite evidence analysis into the crate\n\n* Address satellite analysis review findings",
          "is_bot": false,
          "headline": "Add reusable satellite analysis and replayable catalog history (#47)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T00:55:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23c02d1ab2d4a8d43ff871e749b60f656f7ba7b4",
          "body": "The G≤20 star catalog (stars-deep-gaia20.bin, ~9 GB, ~870M stars) is hosted\nalongside the v4 bundle but is NOT part of REQUIRED_BUNDLE_FILES, so a plain\n`download-data prebuilt` never pulls it. It is fetched only when named\nexplicitly, via the new setup preset, or the 'All' package.\n\n- manifest: new\n[…]\nad.\n- data_paths: prefer stars-deep-gaia20.bin as the deepest catalog when present.\n- setup: new 'Faintest deep solving (G<=20)' preset; 'All' enumerates it\n  explicitly (with a slower/larger caveat).",
          "is_bot": false,
          "headline": "Add optional G≤20 deep Gaia catalog as an opt-in hosted download (#48)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-20T00:54:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c4543e9ef56f016b6259ec4d515051736770122",
          "body": "Co-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.9.0 (#46)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-19T19:56:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ec2bcc0c65a61404d28ff19f65b285b968ae4d09",
          "body": "## Summary\n\n- add an optional `seiza-satellites` crate for topocentric SGP4 track prediction through an existing Seiza WCS: one UTC shutter-open interval and observer location in, provenance-bearing predicted tracks out, with a default seven-day element-age guard\n- support offline OMM JSON/TLE files\n[…]\n a local single-exposure FITS: FITS time/site metadata resolved, the stale historical TLE was refused, and annotation output was written\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
          "headline": "Add single-exposure satellite track predictions (#44)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-19T19:46:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5a6ee8348023d51077ebdd71033e38bde284a05",
          "body": "* Update ASTAP catalog setup guidance\n\n* Align solve-field catalog guidance",
          "is_bot": false,
          "headline": "Update ASTAP catalog setup guidance (#45)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-19T05:06:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f564afca0e2a5674060239dbc2e90e644fa9cf0",
          "body": "Co-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.8.1 (#43)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T23:35:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "338a317ece4d5c5f370a8589af5a511bd387c23f",
          "body": "… (#42)\n\nPlacedMinorBody gains motion_arcsec_per_hour: the apparent angular speed\nagainst the stars from a centered difference ±30 minutes around the\nacquisition time. Centered sampling keeps the vector tangent to the sky\ntrack even near stationary points, where the previous one-sided +1h\nsample vis\n[…]\ne also joins\nthe text listing.\n\nThe unclamped rate rides in the placement data for the annotation\nserver, which can apply its own display clamp.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Report minor-body apparent motion and scale annotation arrows with it…",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T23:28:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3d7eeae43a244a87ddc8a382a95bc3dc8ace3fe7",
          "body": "Catalog path resolution as public library API (seiza::data_paths) with\nstrict environment-variable pins, a transients resolver, Python open()\non the same code path, and rank-robust catalog-seeded matching for\nunranked star lists.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.8.0 (#41)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T22:29:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "184aef6a65e826d7e62c864c7f8de222fec1d3e4",
          "body": "* Release Seiza 0.7.3\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* Match seiza-py version to the engine crate\n\nThe Python package version now exactly matches the seiza crate version\n(previously major.minor tracked with a free patch digit); every engine\nrelease ships a matching py-vX.Y.Z tag.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.7.3 (#40)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T22:05:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "783ccf66d5e4ee18284e20685d483345fbc6d721",
          "body": "* Move catalog path resolution into the seiza library\n\nThe file-or-directory data resolution added for the CLI in 0.7.2 is\nuseful to embedding applications too: Tenrankai wants to point one\nconfig key at a catalog directory and let seiza pick the right files.\nThe data_paths module moves from seiza-c\n[…]\nies. Resolution\nfailures raise FileNotFoundError with the library's messages.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Move catalog path resolution into the seiza library (#39)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T21:55:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ac799e418cbd1042e5655226bbcf0f1ec15b3fe5",
          "body": "…s (#38)\n\n* Add rank-robust matching: catalog-seeded quads for unranked star lists\n\nThe hinted solver no longer requires the input list's flux ordering to\ntrack photometric brightness. When triangle matching fails, a fallback\npass builds 4-star quads from the catalog window — where brightness IS\ntru\n[…]\nnsolvable\nwrong-scale request fails in 6.9 s instead of the unbudgeted 115 s.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add rank-robust matching: catalog-seeded quads for unranked star list…",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T21:49:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a9c9a08212fd7296d0a98eeb5796e15a22440ba0",
          "body": "Catalog directory and standard-location resolution for --data/--index\nacross all solving and catalog commands.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.7.2 (#37)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T21:08:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b73219c72a11a327a240d44847fc0bd41091e0bc",
          "body": "Siril's solver options (built-in hinted-only solver, local\nastrometry.net as the sole external and blind slot, no online\nastrometry.net and no ASTAP), the contract details learned from its\nsource and verified against 1.4.4 (bottom-up xyls, amplitude FLUX,\nsingle-line version, SOLVE_LINONLY semantics\n[…]\n seiza integration paths and their status, and the\nupstream contribution opportunities — so none of it has to be re-derived\nfrom Siril's source.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Record the Siril integration landscape as a design doc (#36)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T21:02:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "64d8010b371f834845e8a48ca56d830ee3f84301",
          "body": "…(#35)\n\n* Accept catalog directories and standard-location defaults for --data\n\nEvery solving and catalog command now resolves its data the way the\nASTAP and solve-field compatibility modes always have, through a shared\ndata_paths module: --data (and --index) accept a file or a directory —\na directo\n[…]\ndocument the artifacts — and catalog validate keeps explicit files by\ndesign.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Accept catalog directories and standard-location defaults for --data …",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T20:58:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "247d9499ae22401594e0dce68dc8645961ba8b0b",
          "body": "The Siril solve-field drop-in mode: astrometry.net compatibility on\nevery platform including Windows without cygwin, with photometric flux\nre-measurement for Siril's amplitude-ranked star tables.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.7.1 (#34)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T20:31:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70f0701034d037af3eb8fc0293b610bc8ba38080",
          "body": "* Add solve-field compatible mode: seiza as Siril's plate solver\n\nA copy of the binary named solve-field (or a solve-field-shaped command\nline) behaves as a local astrometry.net, so Siril's existing\nastrometry.net integration drives seiza with zero changes: point the\nastrometry.net directory prefere\n[…]\n real siril-cli M31 run and the simulated Windows bash flow\nboth still solve.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add solve-field compatible mode: seiza as Siril's plate solver (#32)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T20:22:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7303d5f17ea9bef34a214eb900abc7a740225991",
          "body": null,
          "is_bot": false,
          "headline": "Recommend prebuilt catalog downloads (#33)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T18:17:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00df76998377787897735d8f77a4fc90d45f6ebb",
          "body": "The wheel is a thin layer over the engine, so the PyPI version now\ntracks the embedded seiza crate's major.minor (patch free for\nbinding-only fixes). First synced release: 0.7.0, superseding 0.1.0.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Version seiza-py in sync with the seiza crate (#31)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T07:25:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "94d565e5f397391a596ac02dbc000d3e0ded1d6d",
          "body": "SIP distortion polynomials on hinted and blind solving, and the first\nseiza-py Python bindings release alongside.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release Seiza 0.7.0 (#30)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T07:03:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "880ffa13db0cefe63e41e203322f56c5e5589efb",
          "body": "* Add seiza-py: Python bindings with abi3 wheels\n\nA pyo3 extension module exposing detection, hinted and blind solving,\nWCS transforms, and verified catalog downloads as the Python package\n`seiza`. Solvers accept seiza.Star objects or plain (x, y, flux) tuples\nfrom any external detector and release \n[…]\nmacOS, Windows) covering every\nCPython from 3.9 up, with type stubs included.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add seiza-py Python bindings and SIP distortion polynomials (#29)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T06:55:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "059c3dc2ded74c15e7ffbe3245c6fbbaf622f288",
          "body": null,
          "is_bot": false,
          "headline": "Release Seiza 0.6.1 (#28)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T05:32:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6810f58751ecb722890fa4b71ab76487603ef5b7",
          "body": "* Add compressed catalog transports\n\n* Bound zstd expansion and report transfer speed with unpacked progress\n\nAbort zstd decoding as soon as the output exceeds the file's canonical\nsize. The encoded transfer is bounded by the declared transport size,\nbut a wrong or malicious high-ratio frame could o\n[…]\nanned release follow-up covers this too.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* Check decoded size before writing\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add compressed catalog transports (#27)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-18T05:21:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "25a7b0372e0c5bd290a0c3609a9b81ffd66ba43a",
          "body": null,
          "is_bot": false,
          "headline": "Include dynamic sky data in setup (#26)",
          "author_name": "Yann Ramin",
          "author_login": "theatrus",
          "committed_at": "2026-07-17T22:52:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b3157cc9dee133676f51b088b87cf506c6b437d",
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          "headline": "Add offline stellar and object catalog indexing (#8)",
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          "headline": "Improve blind solving for fine-scale fields (#4)",
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          "headline": "Fix Windows resource metadata build (#1)",
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          "headline": "README: ASTAP mode and N.I.N.A. setup",
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          "body": "ASTAP mode (per docs/design/astap-mode.md): a raw ASTAP-style command\nline — or a copy of the binary named astap — routes to a solver that\nreads `-f -fov -z -s -r -ra -spd` with ASTAP's unit conventions,\nresolves its star catalog via SEIZA_STAR_DATA / a seiza.toml or data\nfile beside the executable \n[…]\nistic direction: anti-solar position\nangle for comets (the tail) and apparent-motion bearing for asteroids\n(the trail), from the same ephemeris.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "ASTAP-compatible mode and oriented comet tails",
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          "headline": "Design doc: ASTAP-compatible mode for N.I.N.A. integration",
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          "body": "MPC CometEls only lists currently observable comets at current epochs;\nimages from past years need the elements of THAT apparition. The SBDB\nquery API exports every catalogued comet (4k) with per-apparition\nepochs and perihelion times — C/2020 F3 (NEOWISE) propagated to its\nfamous 2020-07-13 appearance lands 2.7 arcmin from JPL Horizons, six\nyears in the past. CometEls remains the fallback for discoveries newer\nthan the SBDB sync.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Comets from JPL SBDB: apparition-specific elements for past dates",
          "author_name": "Yann Ramin",
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          "body": "MPC element sets (CometEls.txt + MPCORB) propagate with two-body\nmechanics — elliptic and hyperbolic Kepler plus Barker's parabolic\ncase — against the JPL approximate Earth ephemeris, with a light-time\niteration. These objects move arcminutes to degrees per day, so\n`solve --minor-bodies elements.bin\n[…]\nata mpc, build-data minor-bodies (asteroid H cutoff,\ndefault 16), the SEIZAMB1 element format, and a Windows x86_64 zip in\nthe release workflow.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "Minor bodies: comets and numbered asteroids at acquisition time",
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          "body": "…orted\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "Docs: steer to the prebuilt datasets; primary-source builds stay supp…",
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          "body": "Fetches the manifest and downloads the prebuilt star/object/transient\nsets with SHA-256 verification — a working solver in one command, no\ncatalog building. READMEs lead with this flow and catch up on shipped\nfeatures (FITS/debayer, SNR + WR catalogs, packages, deep Gaia knobs).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "download-data prebuilt: hosted datasets from downloads.seiza.fyi",
          "author_name": "Yann Ramin",
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          "headline": "README: performance numbers",
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          "headline": "Version 0.1.2",
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          "body": "The TAP row cap (3M) overflows in dense galactic-plane cells past\nG~15-16 with 768 chunks; --chunks 3072 (HEALPix level 4) keeps the\nworst cells comfortably under it for a G<=17 download.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "download-data gaia: configurable chunk count for deeper magnitude limits",
          "author_name": "Yann Ramin",
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          "body": "Only fills from catalogs deeper than Tycho-2 (Gaia G<=15 tiles). With\nthe Gaia dataset a 1.5x1.0-degree galaxy field and a raw OSC mosaic at\n1.36\"/px blind-solve in ~3s (6.9M patterns, 4.8s build); wide fields\nare unaffected.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Blind tier at 0.2 deg for sub-degree fields",
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          "body": "The detection threshold pass and the seiza-fits BZERO fold get\navx2/sse4.1/neon clones with runtime dispatch, so release binaries\nbuilt for baseline x86-64 (the published packages) still use 256-bit\nlanes on modern hardware. Verified the clones and resolver in the\nbinary; gains on this machine are small (~3% of detection) since the\nvector passes were already a minor share, but the packaged builds no\nlonger leave SIMD width on the table.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "Multiversion the SIMD kernels for runtime AVX2 dispatch",
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          "body": "- Boundary-aware descriptor probing: probe a neighboring hash bin only\n  in dimensions within 0.002 of a bin edge (measured descriptor noise\n  is under 0.0007), instead of all 3^5 neighbors — candidate lookups\n  drop ~10x with no recall change\n- The pattern index freezes into sorted key/offset/candi\n[…]\n 3.2s -> 1.9s wall (16s before this series); 61 MP\nhinted solve 1.37s -> 0.73s. Hosted integration suite and the 13-image\nblind sweep both pass.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "Numerical and search optimizations across the solvers",
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      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "theatrus",
          "commits": 122,
          "avatar_url": "https://avatars.githubusercontent.com/u/23114?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "python-wheels.yml",
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 9,
            "reason": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/29 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 3,
            "reason": "7 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "badb6e8664d96a2253e0e99c40341e66de805f9f",
        "ran_at": "2026-07-22T04:39:16Z",
        "aggregate_score": 3.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-22T04:38:10Z",
      "oldest_open_prs": [
        {
          "number": 71,
          "created_at": "2026-07-21T19:24:55Z",
          "last_comment_at": "2026-07-22T03:08:30Z",
          "last_comment_author": "theatrus"
        }
      ],
      "last_merged_pr_at": "2026-07-22T04:37:35Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/theatrus/seiza",
    "host": "github.com",
    "name": "seiza",
    "owner": "theatrus"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 56,
      "inputs": {
        "security": 44,
        "vitality": 69,
        "community": 30,
        "governance": 57,
        "engineering": 76
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 69,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "commits_last_year": 117,
              "human_commit_share": 0.98,
              "days_since_last_push": 0,
              "active_weeks_last_year": 2
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "2/52 weeks with commits",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 2
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "117 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 117
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 25,
              "latest_release_tag": "v0.12.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 0.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "25 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.4
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 30,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 2,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "packages": [
                "seiza",
                "seiza-cli",
                "seiza-cabi",
                "seiza-fits",
                "seiza-xisf",
                "seiza-stats",
                "seiza"
              ],
              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 3081,
              "monthly_downloads": 1027
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "1,027 downloads/month across crates, pypi",
                "points": 40.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 1027,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 57,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "merged_prs": 84,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "84/85 decided PRs merged",
                "points": 37.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 84,
                      "decided": 85
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "followers": 124,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "theatrus",
              "public_repos": 92,
              "account_age_days": 6529
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "124 followers of theatrus",
                "points": 15.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 124,
                      "login": "theatrus"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "92 public repos, account ~17 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 92
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 17
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "seiza",
                "seiza-cli",
                "seiza-cabi",
                "seiza-fits",
                "seiza-xisf",
                "seiza-stats",
                "seiza"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "7 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 7,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "26 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://seiza.fyi",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://seiza.fyi",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 44,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 388 resolved dependencies against OSV; 7 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 388
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "source": "osv",
              "advisories": 9,
              "affected_packages": 5,
              "assessed_packages": 388,
              "unassessed_packages": 7,
              "affected_by_severity": "high 2, unknown 3",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: pyo3 0.25.1 (high 7.5), quick-xml 0.38.4 (high 7.5)",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "pyo3 0.25.1 (high 7.5), quick-xml 0.38.4 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 388,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 62,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.918,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "90 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 90,
                      "sampled": 98
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.46,
              "toolchain_manifests": [
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                "seiza-background/Cargo.toml",
                "seiza-cabi/Cargo.toml",
                "seiza-cli/Cargo.toml",
                "seiza-deconvolution/Cargo.toml",
                "seiza-download/Cargo.toml",
                "seiza-fits/Cargo.toml",
                "seiza-py/Cargo.toml",
                "seiza-satellites/Cargo.toml",
                "seiza-sources/Cargo.toml",
                "seiza-stacking/Cargo.toml",
                "seiza-stats/Cargo.toml",
                "seiza-stretch/Cargo.toml",
                "seiza-xisf/Cargo.toml",
                "seiza/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0.02
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml, seiza-background/Cargo.toml, seiza-cabi/Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
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                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "46 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 46,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 194751,
              "source_files_sampled": 93,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/93 source files over 60KB",
                "points": 50.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 93,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
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