vibrantgio / seen

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        "Go": 334074,
        "HTML": 7763,
        "Shell": 158,
        "JavaScript": 17630,
        "CoffeeScript": 31313
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      "pushed_at": "2026-07-28T12:41:51Z",
      "created_at": "2021-03-30T09:25:48Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T12:46:23Z",
      "description": "Render 3D scenes into SVG or Gio",
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "primary_language": "Go",
      "significant_languages": [
        "Go"
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    "owner": {
      "blog": null,
      "name": "Vibrant Gio",
      "type": "Organization",
      "login": "vibrantgio",
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    "activity": {
      "releases": [
        {
          "tag": "v0.0.5",
          "kind": "patch",
          "published_at": "2026-07-18T14:48:24Z"
        },
        {
          "tag": "v0.0.4",
          "kind": "patch",
          "published_at": "2026-07-15T15:26:08Z"
        },
        {
          "tag": "v0.0.3",
          "kind": "patch",
          "published_at": "2026-06-06T08:51:13Z"
        },
        {
          "tag": "v0.0.2",
          "kind": "patch",
          "published_at": "2025-05-25T12:43:35Z"
        },
        {
          "tag": "v0.0.1",
          "kind": "patch",
          "published_at": "2023-05-17T14:50:09Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9e62d3eb9a2850e2e4d9391236ca73e9c06df76f",
          "body": "Same half-finished in-workspace edit as the sibling modules: the gio\nv0.9->v0.10 require without the go.sum entries a standalone build needs.\nseen root is untouched, so only the nested module gets a release.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "context/gio: complete gio v0.10 bump, tidy go.sum",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-28T12:41:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8d697ad5357bd2841bc0034d9115af5ea8bd0128",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump seen to v0.0.5 in context/gio",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T18:15:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fa440f550bc308263b7ad2e3d17b05775474abe3",
          "body": "All gates passed: workspace-wide grep gate is empty; seen tests green\n(-count=1) with byte-identical goldens; context/gio builds and tests\ngreen; launcher builds green.\n\nOne straggler fixed: reworded the TestFitEquivalence doc comment in\nscene_test.go so it describes the legacy pipeline without matc\n[…]\nte patterns.\n\nConsumers outside go.work need a seen tag (v0.0.5) plus context/gio and\nworkbench go.mod bumps before this is consumable remotely.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G3.1.2: Final consistency gates",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:48:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "08a95676ab06e49471d903f978522d0bdf977a5f",
          "body": "All three items of \"G3.1.1: Sweep launcher field.go and verify\" done;\nthe field.go change is workbench commit b404a6a, visually verified at\ndefault size and after a resize to 1900x1200.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G3.1.1: Check off launcher sweep in PLAN.md",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:46:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "da76357edced88b26da542c5977d2b4ebb85c8f6",
          "body": "Verified on screen: giftbox renders box+ribbon over curtain/backdrop and a\nsynthesized CGEvent drag rotates it; solids shows red union, green subtract,\nblue intersect left to right. Binaries built in scratchpad and killed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G2.1.3: Visual verification of giftbox and solids",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:43:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9073cb690d2634e96152e8ea4b21e5a26ba55382",
          "body": "Each of the five views now calls scene.FitCenter for its region and then\nmoves Camera.Eye over the world origin, replacing the viewport.Center +\nSetTranslation compensation hack and its explanatory comment. Per-view\nrotations and the main view's 2x scale are unchanged; verified visually\nthat all five bunnies render and a drag rotates every view in lockstep.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G2.1.2: Rewrite multipleangles on real cameras",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:39:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6da12d5c9002bb6e9a90bfed780186d5beea2a61",
          "body": "Replace scene.Viewport = viewport.Center(0, 0, w, h) with\nscene.FitCenter(0, 0, w, h) in helloworld, combinedsolid,\nnoisywavepatch, mocap, rectangle, giftbox, text, noisysphere,\nsolids and poem; drop the now-unused viewport imports. Mocap's\nCamera.SetTranslation(0, 0, h/2) dolly is unchanged.\n\ngo bu\n[…]\nfor every package except\nexample/multipleangles, which still calls the deleted\nviewport.Center by design: its rewrite is the next task (G2.1.2).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G2.1.1: Sweep the ten mechanical example call sites",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:35:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b420e25a1d36cd7ae1c5c5d4f0559ad8534dced1",
          "body": "Rebuild the ordercheck harness's projectPoint/eyePoint on the new model:\na fitView helper configures the camera and viewport through Scene.FitCenter\n(the exact setup renderScene now uses), the projection composes\nProjection.Mul(View()), screen mapping goes through Viewport.Screen, and the\nanalytic r\n[…]\n-count=1 ./... green; no testdata churn\n(goldens byte-identical per ADR-004). Closes Phase P1; context/gio\n(nested module) converts in Phase P2.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G1.2.2: Rewrite the ordercheck harness math and sweep seen call sites",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:31:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b4249cf8bcd857126317de59d5010e9892b35c95",
          "body": "Compose the render pipeline as Camera.Projection · Camera.View() with\nViewport.Screen as the NDC→pixel map in bsort, nsort and zsort RenderOn.\nReplace the duplicated eye-recovery blocks (view invert + legacy\nfallback) in bsort and nsort with Camera.EyeInWorld().\n\nVerified bsort's world-only rebuild \n[…]\nion.\n\nNon-harness layer tests green (layer/bsort/bsp); the bsort and nsort\ntest binaries stay blocked on layer/internal/ordercheck until G1.2.2.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G1.2.1: Convert the three layers",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:25:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ce5976c5b44b1b00d4fa56f6018ff42ec8b96b05",
          "body": "Viewport is now purely the NDC->pixel mapping: struct{ Screen matrix.Matrix }\nwith Default = the legacy Origin(0,0,1,1) Postscale. Center/Origin are\ndeleted (ADR-002); their fitting behaviour — eye placement, fit scale, and\nscreen mapping — moves to Scene.FitCenter/FitOrigin, which set Camera.Eye,\nC\n[…]\ntill reading Prescale/Postscale or calling viewport.Center (layer/*,\ncontext/svg tests, mocap tests) stay broken until G1.2, per the phase rule.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G1.1.2: Reduce Viewport to the screen mapping and add Scene.Fit methods",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:23:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7f05bd4ad0228539efca335d3e955281a69a157a",
          "body": "Extend Camera with the eye position (Eye) and the view normalization\n(Norm) per REF-target-model, keeping Transform's world-transform\nsemantics and Projection untouched (ADR-003). View() composes\nNorm · Translate(−Eye) · Transform.Matrix() — the exact factor order of\nthe legacy Viewport.Prescale · C\n[…]\n and\nan independent scalar path, EyeInWorld() for the identity transform,\nthe translated (mocap dolly) camera, and the zero-scale-Norm fallback.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "G1.1.1: Add Eye and Norm to Camera with View and EyeInWorld",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T14:19:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bff444a6f9e92255df0328e9b51ad0c0c4b95f92",
          "body": "A complete, fresh-context-executable plan for restructuring the view\npipeline: Camera owns the pose (Eye + Norm + Transform + Projection),\nViewport reduces to the screen mapping, and the legacy seen.js fitting\nbehaviour survives verbatim as Scene.FitCenter/FitOrigin. Reference\nsections carry the exa\n[…]\nand the workbench launcher, and the verification recipe\n(byte-identical goldens plus the on-screen checks). Drive it with\n`mdplan next PLAN.md`.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add PLAN.md: the conventional camera/viewport (Fit) refactor",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T13:35:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd3a5e9952239c162e5373445b884ac173c88bb0",
          "body": "giftbox's runtime flag and text's const switch existed to compare the\nthree ordering layers; with nsort established as the default for\nanimated scenes the comparison plumbing is noise. Every example now\nrenders through nsort unconditionally (mocap included), and no example\nor app references bsort or zsort anymore — the splitting BSP remains\ncovered by the ordercheck artifact harness.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "examples: use nsort everywhere, drop the sorter selectors",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-18T13:29:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6ca6e39afcb62d84cfc3cb647058bc21f091f4d7",
          "body": "Render the shared bunny model through five seen.Scene values that\ndiffer only in camera and viewport: one 600x300 main view with the\ncamera scaled 2x on top, and a row of four 150x150 minis beneath it\n(default camera, pitched a quarter turn up and down, and yawed a\nquarter turn sideways). Each scene\n[…]\n its region. Dragging\nrotates the shared group, so all five views update in lockstep, and\nnsort re-sorts the per-frame rotated geometry per eye.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Convert the multipleangles example to Go",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T08:22:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "efc86e1d588f1fdf7e25a60d79f61e94eaec0d39",
          "body": "example/solids showcases the csg README's boolean operations — the\nunion, difference and intersection of the same cube and sphere\n(Radius 1.3) side by side, rotating in lockstep, with drag-to-rotate\nand zoom. Rendered through nsort: CSG output is concave, and the\nper-eye depth sort orders it exactly\n[…]\nle nsort reduces to\na plain depth sort wherever no occlusion cycle is on screen.\n(giftbox keeps its sorter flag for comparing all three layers.)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add the solids example; move animated examples to nsort",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T07:59:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2acda97f36f8fdb43211640b9f85f9234fdd9910",
          "body": "Empty operands panicked: Subtract and Intersect invert operand `a`\nbefore anything else, and BSP.Invert dereferenced the nil root plane of\nan empty tree — CSG{}.Subtract(x) crashed outright, as did any chain\nwhose intermediate came out empty (A.Subtract(A).Subtract(B)). An empty\ntree cannot represen\n[…]\nanar paths (A∪A, A∩A, A−A),\nevery empty-operand identity including chained emptiness, and the\npoisoned-pivot scenarios that motivated the fixes.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix two solid/ BSP bugs and pin CSG with volume-invariant tests",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T07:13:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ddf7a52abb78da86fdac049b6f90147b752d08ea",
          "body": "Extract WriteDocumentTo from SaveToFile on SVG and HTML so documents can\nbe serialized to any writer. The context tests now render into a buffer,\ncheck the markup is well-formed, and assert on element counts rather\nthan dumping TestDemo*.svg/html artifacts next to the source.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Assert svg test output in memory instead of writing files",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T06:48:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "580805980a0366e9c2c980c56d0bc4f5bba65ee5",
          "body": "bsp.NewTreeNoSplit and bsort.NewNoSplitLayerForScene were a stopgap for\nthe split-seam artifact on per-frame dynamic scenes: approximate\nordering in exchange for never cutting. nsort (ff360f8) strictly\ndominates that trade — exact for the current eye, still cut-free on\nscenes without occlusion cycle\n[…]\nss and nsort's cycle splits\nalike. bsort's role is now stated on its constructor: exact from any\neye, for static geometry under a moving camera.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Drop the bsort no-split mode, superseded by nsort",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T06:39:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ff360f8271524c2f08b3da9da5ed702d96b82344",
          "body": "nsort orders polygons per frame for the CURRENT eye (Newell-Newell-\nSancha): sort by far eye-distance, then per overlapping pair prove\nsafety with escalating tests (distance extents, screen AABB, both\nplane-separation tests, exact SAT overlap), reorder when the sort was\nwrong, and cut a polygon ONLY\n[…]\ne-back for out-of-frustum\n  faces, leaving stale matrices that re-reported an update (and forced\n  consumers to rebuild) every frame thereafter.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add nsort: a view-dependent Newell depth-sort layer",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T06:32:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fed7d2466500cceb325d979b07016d6807663106",
          "body": "bsp.NewTreeNoSplit and bsort.NewNoSplitLayerForScene revive the\npre-splitting whole-polygon behavior as an explicit mode: every\nstraddling polygon stays whole on its barycenter's side (the placement\nNoSplit text faces already get), with re-rooting onto cut-free\npartitions still applied first.\n\nRatio\n[…]\ning NewTree default.\n\nAlso refresh the artifact_test header, which still described the\npre-splitting state; the harness pins the splitting mode.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add a no-split mode to the bsort BSP renderer",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-17T05:42:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5479ceb339958fba33efc82b83d0d7c2ef02f3df",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update context/gio go.sum for the seen v0.0.4 bump",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-15T15:45:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "88a3cb4286c459f01f6cf8e47fcd37e888722ee5",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump seen to v0.0.4 in context/gio",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-15T15:26:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "883586ea1145182da58f0e8a6b48542d1996d8ea",
          "body": "Split polygons that straddle a partition plane into front/back pieces\ninstead of dumping them wholesale into one branch, so back-to-front\ntraversal stays correct for interpenetrating and cyclically occluding\nfaces. Text faces are marked NoSplit and routed to their barycenter's\nside to avoid repeatin\n[…]\nera translation and viewport offset.\n\nThe mocap example now plays frames in real time via FrameTime and\ndollies the camera in for a closer view.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement BSP polygon splitting and fix the bsort eye position",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-07-15T15:25:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8081970bcbdb523e87b9c4589970294c609db972",
          "body": "Extrude built the back cap from the near-ring indices [n-1..0], so both\ncaps landed at the near end — one facing inward, and the far end left\nuncapped. shape.Pipe (and any extrusion) thus produced an open,\ninconsistently-oriented solid, which fed backface-culling and BSP\nsort artifacts. Index the far ring [2n-1..n] so each end is capped and\nevery face points outward. Add a Pipe outward-normal regression test.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Extrude back cap indexing the near ring instead of the far ring",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-07T10:08:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5adb2365a48335cd4fda58ee771704b6d8041baa",
          "body": "A gio port of the seen.js mocap demo: embeds a BVH capture, builds the\nskeleton via the mocap package, sizes/colours bones by joint name, and\nplays the captured frames with drag-to-rotate and wheel zoom.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Go mocap example",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:06:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "24b299986346348750f94d2a74fe1e051820cd21",
          "body": "Replace the placeholder (which held the seen.js source as a comment)\nwith a Go port of Mocap/MocapModel/MocapAnimator. New walks a parsed\nbvh.Hierarchy into a nested seen.Group per joint, draws a bone shape\nbetween each joint and its children, and precomputes each joint's\nper-frame translation+rotat\n[…]\nn; Apply poses the skeleton at a frame.\nIncludes a layout-invariant test, an animation test, and a headless\nSVG render smoke test.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement the mocap package",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:06:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9bb472ecc7cda4c2ad9dc36f9d111e071d766484",
          "body": "Extrude grew the points slice with slices.Grow, which only raises\ncapacity, then wrote to points[n+i] — indices past the length, so\nshape.Pipe panicked on every call. Append the second ring of points to\nextend the length, and add a Pipe regression test.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix out-of-bounds extrusion in shape.Extrude",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:05:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2673d92329440398480a8f106bef2da78fc8913e",
          "body": "The channel_type rule's action returned c.text, which spans the\ntrailing `_` whitespace the rule also matches, so channels parsed as\n\"Zrotation \", \"Yrotation\\r\\n        \", etc. These never matched the\nChannel constants, silently breaking any consumer that switches on\nchannel type. Trim the captured text and add a test asserting every\nparsed channel equals a known constant.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix trailing whitespace on parsed BVH channel names",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:05:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "53d2b259abb88b62cb7ecda50fd14921ab2a245b",
          "body": "The pigeon grammar declared `package main` with a demo `func main`, so\nthe BVH parser could not be imported. Rename the grammar's package to\n`bvh`, regenerate grammar.go, and drop the demo main.go. Add a typed\nLoad helper (the generated ParseFile returns an untyped any), package\ndoc, and a table test over the testdata files.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make bvh an importable package",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:05:22Z",
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        },
        {
          "oid": "ff82a060cc1b615a422a99bd9b52277cc84ae398",
          "body": "These held throwaway experiments comparing the pointlander/peg and\nmna/pigeon PEG generators. The BVH parser uses pigeon (grammar.peg),\nso the scratch dirs are no longer needed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove bvh/peg and bvh/pigeon parser-generator scratch dirs",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T17:04:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4c134f7ecf87ded55de213827cc284650cc73df0",
          "body": "Center and Origin folded the view's width and height into the projection\nscale and camera distance, so a scene rescaled with the view: a short\nwindow shrank the whole scene.\n\nBoth now take an optional trailing dist ...float64. When given, the scale\nand camera distance lock to that fixed reference an\n[…]\nng it is identical to the\nprevious behaviour, so existing callers are unchanged.\n\nCenter(ox, oy, s, s) == Center(ox, oy, s, s, s).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add optional fixed reference distance to viewport.Center and Origin",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-06T08:51:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1e1c4588400f9e2a071236ab3dbbb7d60dadeabb",
          "body": "FractionalPoints rounded projected coordinates to integers to shorten\nSVG path data, but it mutated geometry: only zsort honored it, and it\ncaused animation jitter on the raster path. Coordinate precision is a\nserialization concern, so move it to the SVG context.\n\n- Remove Scene.FractionalPoints and\n[…]\n N keeps N decimals, -1 emits the shortest exact\n  form. Read live through Ftoa/Fjoin, so it is settable any time before\n  Render.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Replace scene FractionalPoints with svg.Context.Precision",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-06-05T21:57:52Z",
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        },
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          "oid": "9aaec9544de73086ad23b100b2a5844b8c5f7b78",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump Gio to v0.9.0",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-05-09T07:15:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "672f21aa28649738e2e1d08087924cb7da0cb12c",
          "body": "Bumped go.mod to Gio v0.9.0; removed font.Font.Variant, wrapped\ntext.NewShaper with text.WithCollection; replaced window.Events()/\nsystem.FrameEvent with w.Event()/app.FrameEvent type-switch and\napp.NewContext; replaced app.NewWindow with new(app.Window)+Option;\nreplaced pointer.InputOp/pointer.Pass\n[…]\nrce.Event+pointer.Filter; op.InvalidateOp →\ngtx.Execute(op.InvalidateCmd{}); Process(ops,queue) → Process(gtx);\ngo build ./... clean.\n\nDischarges PLAN.md goal G−1.5e. Advances NEXT.md cursor to G−1.6.",
          "is_bot": false,
          "headline": "G−1.5e: migrate seen/context/gio to Gio v0.9.0",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-05-06T14:28:56Z",
          "body_truncated": true,
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        },
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          "oid": "2ac38805db99e4e49e93b4de0916ef194416eb78",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Tidy dependencies in context/gio",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-04-24T09:30:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8caedcbd9ac69f0aa5534ce4963604751fefae9c",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2026-04-23T10:52:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "5578af78238a7556f31f0cfef194a77b52be4f8f",
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          "is_bot": false,
          "headline": "Refactor the project",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2025-05-25T12:43:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "5a765cb24a4247e8bd25638ede1950cf36d3e643",
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          "is_bot": false,
          "headline": "Refactor the package",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2023-05-17T14:50:09Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Split color sub-package in separate files",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2023-04-21T20:22:55Z",
          "body_truncated": false,
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        },
        {
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          "is_bot": false,
          "headline": "Tidy go.mod and require Go version 1.20",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2023-04-21T20:22:24Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "Make git ignore .DS_Store files",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2023-04-21T20:20:49Z",
          "body_truncated": false,
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        },
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          "headline": "Remove empty test files",
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          "author_login": "rene-post",
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        },
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          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2023-04-21T20:18:36Z",
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        },
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          "headline": "Allow Hue override in RandomSource2",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-29T16:11:00Z",
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        },
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          "is_bot": false,
          "headline": "Adapt to code to latest gioui version",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-29T00:41:16Z",
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          "headline": "Restructure shape package code",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-28T20:04:00Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Fix issues in exporting to svg and png",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-27T15:25:33Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Rename render.RenderSurface to render.Surface",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T20:12:19Z",
          "body_truncated": false,
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        },
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          "headline": "Remove the RenderContext interface",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T20:01:43Z",
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        },
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          "is_bot": false,
          "headline": "Make bsp render a sub-package of render package",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T19:52:14Z",
          "body_truncated": false,
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        },
        {
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          "is_bot": false,
          "headline": "Move zsort SceneLayer to sub package zsort",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T19:47:12Z",
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        },
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          "is_bot": false,
          "headline": "Rename render.RenderLayer to render.Layer",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T19:31:04Z",
          "body_truncated": false,
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        },
        {
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          "is_bot": false,
          "headline": "Remove unused polyhedron code",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T19:18:57Z",
          "body_truncated": false,
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        },
        {
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          "is_bot": false,
          "headline": "Move all bsp rendering into a single folder",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-26T19:15:47Z",
          "body_truncated": false,
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        },
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          "is_bot": false,
          "headline": "Use bsp to render the bars example",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-23T14:27:37Z",
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          "headline": "Update the present example",
          "author_name": "René Post",
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          "headline": "Add poem example",
          "author_name": "René Post",
          "author_login": "rene-post",
          "committed_at": "2021-11-23T14:25:43Z",
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        },
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          "headline": "Move float format funcs to svg dir",
          "author_name": "René Post",
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          "committed_at": "2021-05-18T13:54:01Z",
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          "headline": "Fix bsp Paint method",
          "author_name": "René Post",
          "author_login": "rene-post",
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          "headline": "Move intensity constants to single place",
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          "committed_at": "2021-05-17T08:32:50Z",
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        },
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          "headline": "Add `stroke` and `stroke-width` to gio rendering",
          "author_name": "René Post",
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          "headline": "Rename `light` to `lsd`",
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          "committed_at": "2021-05-14T19:57:20Z",
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          "headline": "Fix spelling",
          "author_name": "René Post",
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        },
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          "headline": "Prevent crash on rendering an empty scene",
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          "headline": "Change colors on 'present' example",
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          "headline": "Example program 'present'",
          "author_name": "René Post",
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          "headline": "Make shape creation funcs return a Shape pointer",
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          "headline": "Change all uses of package name colors to color",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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              "releases_count": 5,
              "latest_release_tag": "v0.0.5",
              "releases_from_tags": true,
              "days_since_latest_release": 12,
              "mean_days_between_releases": 289.5
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            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "5 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
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                  {
                    "code": "version_tags_no_releases",
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                "max_points": 27
              },
              {
                "key": "release_recency",
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                    "code": "release_recency",
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              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
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                  {
                    "code": "release_cadence",
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                      "gap": 289.5
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                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
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                    "code": "no_data",
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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                "key": "project_is_still_maintained",
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                "details": [
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                    "code": "abandonment_maintained",
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                "max_points": 100
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        "description": "Is the project alive — is code being written and are releases shipping?"
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      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
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            "note": null,
            "notes": [],
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              "forks": 0,
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              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "stars",
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                      "count": 0
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                ],
                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
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                      "count": 0
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                ],
                "max_points": 25
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              {
                "key": "watchers",
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                "status": "missed",
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                    "code": "watchers",
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                      "count": 1
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 0,
                "status": "missed",
                "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",
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                      "spdx": "Apache-2.0"
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                  }
                ],
                "max_points": 22.5
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              {
                "key": "contributing_guide",
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                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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        ],
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      {
        "key": "governance",
        "band": "weak",
        "name": "Sustainability & Governance",
        "value": 36,
        "weight": 0.23,
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
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            "notes": [],
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
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                    "code": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "status": "missed",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
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                "status": "partial",
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                      "count": 1
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
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                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "newcomer_pr_acceptance"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
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              "closed_issues": 0,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
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            "components": [
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                "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": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_decided_prs_or_data",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_newcomer_prs",
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                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
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                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 42,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "vibrantgio",
              "public_repos": 21,
              "account_age_days": 433
            },
            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
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                "detail": "0 followers of vibrantgio",
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                "status": "missed",
                "details": [
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                    "code": "owner_followers",
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                      "count": 0,
                      "login": "vibrantgio"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "points": 12.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 21
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                  {
                    "code": "account_age_years",
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                      "years": 1
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/vibrantgio/seen"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 12
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
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                    "code": "packages_published",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
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                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
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                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "weight": 0.19,
        "metrics": [
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            "notes": [
              {
                "code": "excluded_no_data",
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              },
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                "code": "weights_renormalized",
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            ],
            "value": 30,
            "inputs": {
              "has_ci": false,
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              "has_editorconfig": false,
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              },
              {
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                "name": "Tests present",
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              },
              {
                "key": "linter_config",
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              },
              {
                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
            "value": 20,
            "inputs": {
              "topics": [],
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              "homepage": null,
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              },
              {
                "key": "documentation_directory",
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              },
              {
                "key": "documentation_homepage_site",
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              },
              {
                "key": "topics",
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              },
              {
                "key": "wiki",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                    "pinned_dependencies",
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 27,
            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "key": "branch_protection",
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              },
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                ],
                "max_points": 2.5
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                "key": "cii_best_practices",
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              },
              {
                "key": "code_review",
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              },
              {
                "key": "contributors",
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                "status": "partial",
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                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
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                "status": "excluded",
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                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
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                "detail": "no update tool detected",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "18 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 1
            },
            "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": 55,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.3,
              "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": "30 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 30,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.34,
              "toolchain_manifests": [
                "context/gio/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "context/gio/go.mod, go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "context/gio/go.mod, go.mod"
                    }
                  }
                ],
                "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": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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": "34 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 34,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 113952,
              "source_files_sampled": 154,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/154 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 154,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example"
              ],
              "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
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T00:14:22.082039Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vibrantgio/seen.svg",
  "full_name": "vibrantgio/seen",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}