alex60217101990 / qdf

Повний розв'язаний набір залежностей із графа залежностей GitHub: 5 прямих і 4 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 — 9 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 0 мають відомі сповіщення, з них 0 прямі.

Жодне відоме сповіщення не стосується оцінених залежностей.

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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      "topics": [
        "binary-serialization",
        "codec",
        "columnar",
        "compression",
        "data-format",
        "encoding",
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        "golang",
        "messagepack",
        "protobuf",
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        "serialization-library"
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      "created_at": "2026-05-24T17:16:30Z",
      "owner_type": "User",
      "updated_at": "2026-07-18T07:20:14Z",
      "description": "Quick Data Format — fast, compact binary serialization for Go. encoding/json-style API, columnar per-column codecs, up to 68% smaller than Protobuf.",
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          "body": "delta_columnar.go: remove trailing spaces before inline comments in nChanged varint patch.\nqpack_rle_bench_test.go: normalize const-block tab alignment.\nstate.go: normalize mapShapeBinding field alignment after betteralign reorder.\nqpack_pfor_test.go: pre-allocate bufU/bufI with capacity 8+len(maxU64Varint)+1\n  so the two append calls below never reallocate (prealloc linter).",
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          "body": "…rder\n\nbatchPlan: mirrorSlicePtr (sync.Pool) promoted to lead → ptrdata 120→104 B.\nmapShapeBinding: valType (reflect.Type, 2-ptr interface) promoted to lead → ptrdata 64→48 B.\nThree example structs reordered (pointer fields before scalars).\n\nencState and Encoder are annotated betteralign:ignore — th\n[…]\nirst cache line) or\nsize-tuned (bools packed last to avoid padding), so GC-ptrdata reordering\nwould regress throughput.\n\nAll tests pass. betteralign converges in two passes with no remaining findings.",
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          "headline": "test(fsst): add BenchmarkFSSTEncodeIncompressible and BenchmarkFSSTEn…",
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          "body": "… broadcast\n\nApply the copy-doubling pattern to all four RLE fill loops:\n- readPackedRLEUint64Slice / readPackedRLEInt64Slice in qpack_rle.go\n- readPackedRLEUint64SliceInto / readPackedRLEInt64SliceInto in columnar_decode_scratch.go\n\nThe idiom writes the first element then doubles via copy(), routin\n[…]\nPackedRLEUint64Slice) show only ~5% end-to-end\nimprovement because make() zeroing dominates timing; the Into hot path (no\nallocation, reused scratch buffer) is where the gain is measured and material.",
          "is_bot": false,
          "headline": "perf(rle): replace scalar fill loop with copy-doubling idiom for NEON…",
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          "body": "Single-pass collect-sort-encode for string/int/uint/bool canonical map\nkeys. A pre-allocated reflect.ArrayOf slab holds all n values; each slot\nis filled via SetIterValue (zero per-key alloc). Eliminates the old\nemit-closure pattern that called rv.MapIndex per key, which triggers\nreflect.unsafe_New \n[…]\ndeCanonicalMap, 64-key map[string]rec, n=10):\n  allocs/op  76 → 6     -92.11%  (p=0.000)\n  ns/op      5.58µ → 4.79µ -14.19%  (p=0.000)\n  B/op       4526 → 4141  -8.51%   (p=0.000)\n  Apple M5 Pro arm64",
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          "headline": "perf(reflect): replace MapIndex with SetIterValue in encodeMapCanonical",
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          "body": "…iminate per-key heap alloc\n\nReplace rv.MapIndex(keyHolder) in encodeStringMapShaped's emitValues loop with\na single MapRange pass using SetIterValue into pre-allocated per-shape value slots\n(mapShapeBinding.valSlots). On the hot fast path this merges the old two-step\nhasAll (MapRange) + emitValues \n[…]\ns slots while emitSlotsOrdered is actively iterating them.\nemitSlotsOrdered uses index-based access (not a pointer) so that inner\ndeclares which reallocate st.mapShapes don't create dangling pointers.",
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          "headline": "Revert \"perf(delta): promote noop closure to package-level to elimina…",
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          "body": "…s >=128 columns\n\nThe placeholder-patch body[colCountPos] = byte(nChanged) truncated any\nnChanged value >=128 to a single byte with the high bit set; the varint\ndecoder (readUvarint) then consumed it as a continuation byte, producing\ngarbage. diffColumnarEligible previously guarded this with a hard \n[…]\ns both widths without change.\n\nAdd TestColDiff128ColsRoundTrip: 130-field struct, all columns changed\n(nChangedCols=130), verifies tagColSlicePatch is used and round-trip\nproduces the original values.",
          "is_bot": false,
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          "body": "Replace addition-based guard (uint64(idx)+runLen > uint64(n)) with\nsubtraction-based (runLen > uint64(n-idx)). The addition wraps to 0\nwhen idx=1 and runLen=MaxUint64, letting a crafted 10-byte uvarint\nbypass the check. With idx reset to 0, a subsequent valid run fills\nthe entire output slice and re\n[…]\nidx<=n guarantees\nn-idx never underflows. Apply to both uint64 and int64 variants.\n\nRegression test encodes (run1=valid, run2=MaxUint64-bypass, run3=fill-all)\nand asserts ErrInvalidLength is returned.",
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          "headline": "fix(rle): prevent uint64 overflow bypass in run-length bounds guard",
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          "headline": "perf(BenchmarkDiffMap): optimize map copying with maps.Copy",
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          "headline": "style(hadamard): fix gofmt double blank line",
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          "body": "…ar kernel\n\nMoves fwht() out of hadamard.go into platform files:\n- hadamard_generic.go (//go:build !arm64): original scalar triple-loop\n- hadamard_arm64.go + hadamard_arm64.s: ARM64 asm kernel\n\nThe ARM64 kernel uses a 4-pair unrolled inner loop (F0–F15) backed by a\n2-pair tier for the h=2 remainder.\n[…]\n\n\nNote: Go ARM64 assembler does not support FADDD/FSUBD with 3-operand\nvector arrangements (C_ARNG×C_ARNG→C_ARNG illegal combination). The\n4-pair scalar unroll achieves equivalent ILP on Apple M CPUs.",
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          "headline": "perf(hadamard): vectorize FWHT butterfly with ARM64 asm unrolled scal…",
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          "body": "…pe path\n\nReplace the string(kb) copy in decoder_skip.go's tagMapShape handler with\nd.keyCache.Make(kb), matching the pattern used everywhere else in the\ndecoder (map_shape.go:153, reflect_encode.go:1631, maps_fast_generated.go).\n\nKeys shared across multiple map-shape declarations in a single decode\n[…]\ns with\noverlapping keys pay zero allocs for those keys.\n\nBenchmarkSkipMapShape (n=10 interleaved, Apple M5 Pro arm64):\n  allocs/op: 25 → 17  (-32.00%, p=0.000)\n  B/op:    1088 → 1044 (-4.22%, p=0.000)",
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          "headline": "perf(decode): use keyCache.Make instead of string(kb) in skip map-sha…",
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          "headline": "fix(bitpack/arm64): correct stale UMOV D[0] imm5 in comment block (0x…",
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        {
          "oid": "86ef3b937ebbf6811f928fa0c840b9289f6dd5f6",
          "body": "Replace scalar Pack() dispatch in packBits10/12/14/20 with ARM64 NEON\nkernels. Each kernel processes 4 values per iteration (2 for 20-bit):\nload into two 128-bit registers, mask via VAND, per-lane left-shift via\nSSHL with pre-loaded shift vectors, VORR+EXT+VORR to OR all lanes into\nlane 0, UMOV to G\n[…]\ned, geomean -86% ns/op (p=0.000 for all widths):\n  PackWidth10: 830 ns -> 124 ns  -85%\n  PackWidth12: 1263 ns -> 127 ns -90%\n  PackWidth14: 988 ns -> 138 ns  -86%\n  PackWidth20: 1046 ns -> 173 ns -83%",
          "is_bot": false,
          "headline": "perf(bitpack/arm64): NEON variable-width pack for 10/12/14/20-bit",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "752158be8b502bfdd8604f51acc3f6871c021461",
          "body": "…t loops",
          "is_bot": false,
          "headline": "perf(bitpack/arm64): NEON packBits8/16/32 replacing scalar per-elemen…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "293d50c43977e621ed3bef65ee6909441599f91b",
          "body": "Replace the 1-bool-per-iteration scalar accumulator with a NEON kernel\nthat packs 8 bools per cycle. VLD1 loads 8 bool bytes, VDUP+VAND\nsanitises LSBs, MUL multiplies each lane by its bit-position weight\n(1,2,4,8,...,128), ADDV reduces to the packed byte, ST1 stores one\nelement directly to dst. WORD\n[…]\nd ST1 since Go's\narm64 assembler lacks those vector mnemonics natively.\n\nbenchstat n=10 interleaved on M5 Pro:\n  PackBoolsLSB: 4296ns → 440ns  −89.8%  p=0.000\n  (909 MB/s → 8876 MB/s, ~10× throughput)",
          "is_bot": false,
          "headline": "perf(bitpack/arm64): NEON 8-wide PackBoolsLSB replacing scalar loop",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0537df2ffba75582f025b31eba7fd05b4e47a8e9",
          "body": "…ch field\n\nKeyed-slice diffs with n > keyedLinearMax (32) called make(map[string]struct{},n)\non every invocation. For n=50 this allocates an initial bucket array plus\noverflow buckets — 3 heap allocs and ~1835 bytes per diff call.\n\nAdd enc.newKeyIdx (map[string]struct{}) and enc.newKeyIdxBusy to Enc\n[…]\n means allocate locally.\n\nBenchmarkDiffKeyed (n=50, OptBalanced, n=10 interleaved):\n  allocs/op: 11 → 8  (-27%, p=0.000)\n  B/op:    2067 → 232  (-89%, p=0.000)\n  sec/op:  5.03µ → 4.70µ  (-7%, p=0.001)",
          "is_bot": false,
          "headline": "perf(delta): pool new-key seen-map in hasDupNewKeys via encoder scrat…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d5e01ae7754404af7574ff88379dc991e28a444c",
          "body": "Change canonSortedMapKeys from returning []reflect.Value (N allocs) to\nan inline callback iterator (1 alloc). A single reflect.Value holder is\nallocated once per call and reused via SetString/SetInt/SetUint for each\nsorted key, matching the pattern in reflect_encode.go's encodeMapCanonical.\n\nRemoves\n[…]\nvalues throughout fn's execution.\n\nBenchmarkDiffMap (16-key map[string]int, OptCanonical, n=10 interleaved):\n  allocs/op: 233.5 → 202.0  -13.49% (p=0.000)\n  sec/op:      5.98 → 5.49µ  -8.10% (p=0.000)",
          "is_bot": false,
          "headline": "perf(delta): eliminate per-key reflect.New in canonSortedMapKeys",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "47e28b17bf8b9800f11217e68ea3aa718a00e766",
          "body": "… during pack\n\nWhen plan.exc > 0 the old path re-iterated all n elements a second time,\nrecomputing RoundToEven + Float64bits for every value just to locate the few\nexception positions. Fuse the collection into the existing pack loop: append\neach exception index to a pooled []int scratch (alpExcScra\n[…]\nt is bit-identical: same absolute indices in the same order.\n\nBench (Apple M5 Pro arm64, n=10 interleaved, BenchmarkWritePackedALPExc):\n  −22.59% ns/op (2.366µ → 1.832µ), p=0.000, 0 allocs/op in both.",
          "is_bot": false,
          "headline": "perf(alp): eliminate second O(n) scan by collecting exception indices…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4a0084c6aee100a2a6d3c4d3c3d96d048fb4c74",
          "body": "…igration\n\nDeleted unused strHandleScratchPool variable and its associated getter/setter\nfunctions (getStrHandleScratch, putStrHandleScratch). String scratch allocation\nis now managed via decoder state field. Kept dictHandleScratchPool for dict\ntable handle scatter.",
          "is_bot": false,
          "headline": "refactor(batch): remove dead strHandleScratchPool after state-field m…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86402544316b8462f27a39dc6ab32ac0c33f47f3",
          "body": "…tate\n\nReplace per-call getStrHandleScratch/putStrHandleScratch sync.Pool round-\ntrips in scatterBatchColumn with a colStrHandles []Str field on decState,\nmirroring the colScratchI64 pattern already used for int/bool/float scratch.\n\nBench gate (n=10 interleaved, Apple M5 Pro):\n  BenchmarkBatchFSSTDe\n[…]\n)  B/op -100% (24→0, p=0.000)\n  BenchmarkBatchAlphaDecode: allocs/op -100% (1→0, p=0.000)  B/op -100% (24→0, p=0.000)\n  BenchmarkBatchDecode/handles: allocs/op -18% (11→9, p=0.000)  B/op -3% (p=0.000)",
          "is_bot": false,
          "headline": "perf(batch): move string handle scratch from global pool to decoder s…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "074c5f6035b1b06b635c32d250fdd5bbb228c16b",
          "body": "…g pack\n\nDuring the pack loop both writePackedPForUint64Slice and\nwritePackedPForInt64Slice already compute d=v-mn and test pforIsException.\nPreviously that was the only use; a second identical O(n) loop then\nre-scanned s to emit (relPos, delta) pairs.\n\nAdd pforExcPos/pforExcDelta scratch slices on \n[…]\n=0.000)\n  PFor_EncodeI64/n=4096   -17.4% (p=0.000)\n  PFor_EncodeI64/n=16384  -21.3% (p=0.000)\n  geomean                 -21.1% ns/op  (+26.7% GB/s)\nWire format is bit-identical; decode path unchanged.",
          "is_bot": false,
          "headline": "perf(pfor): eliminate second O(n) scan by collecting exceptions durin…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9b713373a229935231b7377c1452b427fd94644",
          "body": "…non-nil\n\nGo has a non-moving GC: if a pointer field already holds a live object,\ndecode into it directly rather than calling reflect.New each time.\nThe reuse path eliminates one heap allocation per pointer field per\ndecode cycle; BenchmarkDecodePtrReuse shows -34% latency and -100%\nallocs (1→0 allocs/op, p=0.000, n=10 interleaved, Apple M5 Pro).\n\nAdd TestDecodePtrReuse (correctness: reuse confirmed and nil-tag path\nstill clears the field) and BenchmarkDecodePtrReuse as bench gate.",
          "is_bot": false,
          "headline": "perf(decode): reuse existing allocation in decodePtr when pointer is …",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a07fe748f3480f9cc1fbbc4f1904203905d2f0ed",
          "body": "…ntKeys/UintKeys\n\nit.Key() on each loop iteration allocates a new reflect.Value header per map key\n(copyVal calls unsafe_New when ifaceIndir is true for string/array/struct keys).\nSetIterKey writes the current iterator entry into a pre-allocated reflect.Value\nin-place — O(1) allocs total instead of \n[…]\nodeCanonicalMap (map[string]rec, 64 keys, n=10 interleaved):\n  allocs/op  139 → 76   -45.32% (p=0.000)\n  B/op      5.405Ki → 4.419Ki  -18.25% (p=0.000)\n  sec/op    6.114µ → 5.616µ    -8.15%  (p=0.000)",
          "is_bot": false,
          "headline": "perf(reflect): replace it.Key() with SetIterKey in gatherStringKeys/I…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "283a899c3f4325da64179af453dd8f2ed20ff1b7",
          "body": "…variants\n\nReplace 'append(out, make([]byte, bodyBytes)...)' with direct slice\nextension using capacity guaranteed by slices.Grow, followed by\nclear() for zero-initialization. This eliminates one allocation per\nPFOR-encoded column by avoiding the temporary slice creation and\nappend copy.",
          "is_bot": false,
          "headline": "perf(pfor): eliminate throwaway make for body buffer in uint64+int64 …",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26a55b3caba27cf401f26d0a4281c27d979e56a4",
          "body": null,
          "is_bot": false,
          "headline": "fix(.gitignore): ensure .superpowers and CLAUDE.md are tracked",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef3d90af00b892cf3ab07efa369e7aeab337057c",
          "body": null,
          "is_bot": false,
          "headline": "fix(.gitignore): add .superpowers to ignored files",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff162c48acb1c7dcb492e3ce6aab45f3235320b0",
          "body": "… data pointer\n\nFor struct and array types with size > ptrSize, the interface boxing at\nthe call site already produced a heap copy. Extract eface.data directly\ninstead of calling reflect.New + Set, removing one allocation per\nMarshal(structVal).\n\nDirect-interface structs (size == ptrSize, single poi\n[…]\n→2 allocs/op  (-33%), 528→336 B/op  (-36%)\n  BenchmarkEncode_Nested/qdf_fast: 3→2 allocs/op  (-33%), 256→176 B/op  (-31%)\n  BenchmarkEncode_MapHeavy/qdf_fast: 3→2 allocs/op (-33%), 416→368 B/op (-12%)",
          "is_bot": false,
          "headline": "perf(encode): skip reflect.New for by-value struct encoding via eface…",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-16T06:11:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "73a3e5118084b2361108ee551f49ee4d6b967e75",
          "body": "Replace atomic.Uint32 rrCounter (two LDADD instructions per Get+Put\npair, one global cache line under contention) with a goroutine-local\nshard index derived from the caller's stack address.\n\nThe local variable &hint resides on the goroutine's stack, whose base\naddress differs per goroutine by at lea\n[…]\n targets\nthe same shard, improving pool hit rate for round-trip callers. The\nbenefit is largest under high goroutine counts where the previous\nrrCounter caused a LDADD cache-line bounce on every call.",
          "is_bot": false,
          "headline": "perf(bufpool): eliminate global atomic counter in shard selection",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-15T11:34:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "deb3ef40b73029bf0e557804e4867f395357952d",
          "body": "Add fsst.SymbolTable.Reset() and fsst.UnmarshalInto(b, t) that reuse\nthe table's symbols/cands backing arrays in-place, avoiding the three\nheap allocations that UnmarshalSymbolTable makes per call (SymbolTable\nstruct, []symbol backing, []cand index). UnmarshalInto also skips the\nintermediate [][]byt\n[…]\nnchmarks (Apple M, -count=6):\n  BenchmarkBatchFSSTDecode: 41198 -> 31567 ns/op  (+23%)\n                            29967  ->    24 B/op   (-99.9%)\n                               13  ->     1 allocs/op",
          "is_bot": false,
          "headline": "perf(fsst): pool SymbolTable on decode path, add UnmarshalInto",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-15T11:34:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "adee628c00b708ba4743b80d58d794d297b446c0",
          "body": "…columns\n\nreadNullableMask: replace byte-at-a-time OnesCount8 loop with an\nOnesCount64 word loop (8 bytes per POPCNT/CNT instruction, O(n/8)\niterations instead of O(n)). Byte tail handled separately.\n\ndecodeNullableColumnVals: replace O(n) bit-by-bit setBit loop building\nthe colVals.present []uint64\n[…]\n block (256 B for float64, 128 B for float32).\n\nBenchmarks (Apple M, -count=6):\n  BenchmarkBatchDecode/handles: 4372 -> 4138 ns/op  (+5.3%)\n  BenchmarkBatchAlphaDecode:    6539 -> 6411 ns/op   (+2.0%)",
          "is_bot": false,
          "headline": "perf(decode): word-granular popcount + bulk bitset copy for nullable …",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-15T11:34:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c878d261fd72b589dcc6f4eec47bc15e4e69812d",
          "body": "Sync nested modules (replace => ../../) after a Dependabot dependency bump so their go.mod/go.sum match the root. Generated by the dependabot-auto-tidy workflow.",
          "is_bot": true,
          "headline": "build(deps): go mod tidy across modules",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-15T11:14:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d75bc40955ab74558a9f7bf2173cda956daafd8c",
          "body": "Bumps [golang.org/x/tools](https://github.com/golang/tools) from 0.47.0 to 0.48.0.\n- [Release notes](https://github.com/golang/tools/releases)\n- [Commits](https://github.com/golang/tools/compare/v0.47.0...v0.48.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/tools\n  dependency-version: 0.48.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/tools in /cmd/qdfgen",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-15T11:14:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d3c39863344412f3e91eabd16fc0c864c9e0c95",
          "body": "CVE-2026-42505 / GO-2026-5856: ECH key disclosure in crypto/tls,\nfixed in go1.26.5. govulncheck exits 3 for qdf-bench because it\nmakes outbound HTTPS calls (fetchSampleData), making the vulnerable\ntls.Conn/tls.Dialer symbols reachable.\n\nAffected range: go1.26.0–go1.26.4.\nFix: bump `go` directive in every module to 1.26.5 so the CI runner\npicks up the patched toolchain via setup-go's go-version-file lookup.",
          "is_bot": false,
          "headline": "fix(security): bump go directive to 1.26.5 across all modules",
          "author_name": "alex60217101990",
          "author_login": null,
          "committed_at": "2026-07-15T10:04:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "536378189f2ecb3d1c78819f74b0c49cd56ee2b6",
          "body": "Sync nested modules (replace => ../../) after a Dependabot dependency bump so their go.mod/go.sum match the root. Generated by the dependabot-auto-tidy workflow.",
          "is_bot": true,
          "headline": "build(deps): go mod tidy across modules",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-15T09:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fafb673518a0b2c44728f28b999ff4775be6342a",
          "body": "Bumps the go-deps group with 1 update: [golang.org/x/sys](https://github.com/golang/sys).\n\n\nUpdates `golang.org/x/sys` from 0.46.0 to 0.47.0\n- [Commits](https://github.com/golang/sys/compare/v0.46.0...v0.47.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/sys\n  dependency-version: 0.47.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: go-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/sys in the go-deps group",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-15T09:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "436136d7ade9b9460e335d783324fa1869430dc5",
          "body": "decodeAny boxes every time.Time value into an interface — a 24-byte heap\nallocation per occurrence. Unset time fields (DeletedAt, ExpiresAt, LastSeen\n...) decode to the zero time.Time en masse, so on time-bearing dynamic data\nmost of that boxing is one repeated value.\n\ndecState caches the boxed zero\n[…]\n nothing.\n\nMeasured (map[string]any, 90% zero times): 1984 -> 1084 allocs/op (-45%),\n110KB -> 88KB, -22% time. All-unique timestamps: neutral. Sharing the\nimmutable zero-time box across slots is safe.",
          "is_bot": false,
          "headline": "perf(decode): share one boxed any for the zero time.Time value",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T19:37:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc4337a3f12580781d53dad906b794037eab2e04",
          "body": null,
          "is_bot": false,
          "headline": "test(decode): cover boxed-any string value cache under WithArena",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T19:37:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e238a9addc016caf264168e11615753369044a9f",
          "body": "Decoding a map[string]any / []any boxes every value into an interface, one\nallocation per occurrence — the dominant decode cost on dynamic payloads.\nString interning already deduplicates the string BYTES, but each occurrence\nstill boxes its own any(s). On repetitive data (config/telemetry/AD dumps,\n\n[…]\nclock. All-distinct worst case: neutral, zero\nalloc change. Sharing an immutable boxed scalar across map/slice slots is\nsafe; gated on !noCopy so the cached box matches the shared stringValues\nstring.",
          "is_bot": false,
          "headline": "perf(decode): cache boxed any per interned string value",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T19:37:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2682b9f32cf8700b3f5b6b791afce5bfd78d9a19",
          "body": "…raw/dict\n\nThe single-string-column FSST and alpha tests only ever exercise the\ndirect-into-slab arms at slab base 0. This decodes a four-string-column\nbatch (URL->FSST, hex->alpha, random->raw, category->dict) so columns 2..4\nrun at a non-zero slab base, and asserts every field is byte-identical via\nUnmarshalBatch against BOTH the source and the authoritative reflect\nUnmarshal — covering the cross-column offset math a base bug would corrupt.\nPlus every-prefix truncation.",
          "is_bot": false,
          "headline": "test(batch): multi-string-column round-trip parity across FSST/alpha/…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4959fd3cd759a6c0039d0517d37c412c345f305",
          "body": "readStringColumnHandles routed tagColStrAlpha columns through the general\narm: readStringColumnAlpha unpacked the whole column into a fresh\nmake([]byte, totalChars) temp, then each string was copied a second time\ninto the batch slab. Add readStringColumnAlphaInto, a dedicated arm that\nunpacks the al\n[…]\non. readStringColumnAlpha itself\nis unchanged — the reflect Unmarshal path still uses it.\n\nMeasured (1000-row 16-char hex column): 16445 B/2 allocs/~24us ->\n24 B/1 alloc/~15us (-16KB, -1 alloc, -37%).",
          "is_bot": false,
          "headline": "perf(batch): unpack alpha string columns directly into the slab",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f0c00a00d9522e462d2877d2ef424d0e15a2bed2",
          "body": "… paths\n\nUpdate BATCH-HANDLES.md 'How it works' for the three decode strategies (two\ndirect fast paths + reflect fallback), split the FSST string-column arm out\nas direct-into-slab, and add the row-major and FSST decode benchmarks to the\nmeasured story. Drop stale internal references from two benchmark-control\ncomments.",
          "is_bot": false,
          "headline": "docs(batch): document row-major-direct + FSST direct-into-slab decode…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7535dfb59c02f055bb68b27db44e8628ca655524",
          "body": "readStringColumnHandles routed FSST columns through the general arm:\nreadStringColumnFSST decompressed the whole column into a fresh\nmake([]byte,0,dt64) temp, then each string was copied a second time into\nthe batch slab. Add readStringColumnFSSTInto, a dedicated tagColStrFSST arm\nthat decompresses \n[…]\nreflect\nUnmarshal path keeps using readStringColumnFSST unchanged.\n\nMeasured (1000-row FSST column, i7-9750H): 111925 B/op/14 allocs/~138us ->\n29864 B/op/13 allocs/~105us (-82KB, -1 alloc, -24% time).",
          "is_bot": false,
          "headline": "perf(batch): decompress FSST string columns directly into the slab",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3f5c8b2e35c6c6d98654245e2253f45f659219e8",
          "body": "…lback for non-row-major wires\n\nAdd d.CheckLength(n, 1) right after ReadArrayHeader in tryDecodeBatchRowMajor:\nReadArrayHeader's tagArr16 arm (unlike tagArr32) does not bound n against the\nremaining buffer, so a tiny hostile wire could drive a multi-MB transient\nrows(n) allocation before checkColumn\n[…]\n batched-vector wires are\ndocumented unreachable for a legitimately-typed Batch[T] (batchPlanOf rejects\nevery pointer/slice field that could produce them), per grep evidence in the\ntest's doc comment.",
          "is_bot": false,
          "headline": "harden(batch): bound row-major array count by input; prove mirror fal…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "44c75cbcd94be57e0865ea6a84cf7f75b39ff8ad",
          "body": "… mirror)",
          "is_bot": false,
          "headline": "feat(batch): decode row-major struct-slice directly into T + slab (no…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cd727102cbf184ca9e4201d95d36e20ecebf7f1",
          "body": null,
          "is_bot": false,
          "headline": "feat(batch): row-major-direct fast-path skeleton (delegates to mirror)",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T17:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eeccc2e6a175ad8a7c92c0ba04a64eeeaebc6c7d",
          "body": "Native Go fuzzing occasionally reports \"0 execs/sec\" then \"context\ndeadline exceeded\" and exits non-zero at the -fuzztime boundary without\nfinding a bug (golang/go#51484) — observed on the nightly fuzz-extended\nrun for FuzzRoundTrip_StringSlice (7.6M clean execs, no reproducer, sibling\ntarget green,\n[…]\nproducer was written, tolerate the bare boundary flake,\nand still fail on any other unrecognized non-zero exit. Mirrors go.dev's\nregression-corpus model (fuzzing discovers, corpus replay is the gate).",
          "is_bot": false,
          "headline": "ci(fuzz): tolerate -fuzztime boundary flake, gate on written reproducer",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T07:35:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5b2d4aa8066ccf9f2786682a9d317fb1f328f88b",
          "body": "…on wins\n\nDeep line-by-line audit (45 units, ~41K LOC, adversarially verified; each\nre-verified by hand — 2 findings rejected: a []byte scatter copy that is\naliasing insurance not waste, and an E8 coset re-alloc with a stale-bit\nhazard already declined in a prior pass).\n\n- batch mirror fallback conv\n[…]\n except the batch time-zero fix (correctness) and the\nnullable-time cost estimate (heuristic accuracy). build+vet+lint0+full suite\n+internal+codegen_test+qdf_simd+qdf_reflect2+qdfdebug+race all green.",
          "is_bot": false,
          "headline": "perf/fix(audit-18): batch time-zero divergence + decode alloc/iterati…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f72c4389d53212a974d765edb8de1e72004b41a",
          "body": "Owner-review pass:\n- Benchmarks use Go 1.24 b.Loop() (setup/teardown auto-excluded; manual\n  Reset/StopTimer scaffolding dropped); bench setup errors now b.Fatal.\n- Per-cell dispatch hoisted out of hot loops: scalar scatter runs\n  width-specialized loops (the old storeIntWidth/storeUintWidth per-ele\n[…]\npseudo-arrows; right\n  offset arrows no longer cross the row boxes — they route around the free\n  corridor and drop into their slab segments from above); doc no longer\n  references an internal report.",
          "is_bot": false,
          "headline": "polish(batch): b.Loop benches, width-hoisted scatters, SVG relocation",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "05cb1c22e33f746a4f2a10341132fc39b9044c96",
          "body": null,
          "is_bot": false,
          "headline": "style: gofmt batch_desc var block",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34904081f5b7bc11ef7f025a2ea5e305583f52dc",
          "body": "Deep second-pass review findings:\n- Slab offsets are uint32: past 4 GiB, uint32(len(buf)) silently wrapped\n  and handles resolved to the wrong bytes with no error (the debug bounds\n  check cannot catch a wrapped-but-in-range offset; reaching it needs a\n  >4 GiB payload). append now rejects growth pa\n[…]\nong) — covered by\n  the new TestUnmarshalBatchColIndexWire.\n- Stale bench comment 5.2x -> 3.89x; reuse package timeType instead of a\n  duplicate time.Time reflect var; BytesOf doc notes nil-for-empty.",
          "is_bot": false,
          "headline": "fix(batch): cap slab at uint32 handle space; deep-review cleanups",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c12a589573c26f1a18b18cba963a1d3405326885",
          "body": "- Batch[T] and batchPlan reorder pointer-bearing fields first (GC-scanned\n  prefix 32->16 and 128->104 bytes); construction is named-fields only and\n  field access is by name, so layout order is not API.\n- NumField/Field loops -> Type.Fields iterator (appendBatchFields,\n  validateBatchStruct); interface{} -> any and range-over-int in tests.\nDiagnostics-only run of fieldalignment/modernize (no -fix), per directive.",
          "is_bot": false,
          "headline": "style(batch): fieldalignment-tuned layouts and modernize idioms",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "549f2350737e4d0fc204a89545da503754b27e0c",
          "body": null,
          "is_bot": false,
          "headline": "test(batch): narrow-width scalar dispatch round-trip (final-review add)",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "412dbd4baaec1f16a0cfdd7d17325d3849cf6c41",
          "body": null,
          "is_bot": false,
          "headline": "test(batch): OptZoneMap wire through the columnar fast path",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6554fd952a71711edb88195dab79279835844c9d",
          "body": "Add examples/batchdecode/main.go: a held-store scenario comparing plain\nUnmarshal against UnmarshalBatch (1000-row, low-card Region + high-card\nMsg), single-run timing labeled honestly, a Release-reuse loop, and\nhandle-dedup spot checks.\n\nAppend ExampleBatch_Release (streaming decode/use/Release loop) and\nExampleBatch_Str (handle resolve + dict-dedup) to example_batch_test.go,\nalongside the existing ExampleUnmarshalBatch.",
          "is_bot": false,
          "headline": "docs(batch): runnable batchdecode example and godoc examples",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fca101fbf0a75fa9c6bde76286a19c7ef02d34a3",
          "body": "…rt path",
          "is_bot": false,
          "headline": "docs(batch): cite reproducible bench command instead of internal repo…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf1b24c46f30593631003a5a60f10df23e41191b",
          "body": "…-refs\n\nAdds docs/BATCH-HANDLES.md (type rules, columnar/mirror decode internals,\nlifetime contract, comparison table) plus two hand-written SVG diagrams\n(memory layout, GC scan bar chart), following the LOSSY-VECTOR.md/ARENA.md\ndoc pattern. Cross-links from README, CHOOSING.md, DECODE-PERF.md, and\nARENA.md. No source changes.",
          "is_bot": false,
          "headline": "docs(batch): deep feature guide, memory-layout and GC diagrams, cross…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d8473803f8c1b1e96d2c217a0f93a88101299d8",
          "body": null,
          "is_bot": false,
          "headline": "docs(batch): pointer-free batch decode section and example",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a75b0e082c3534afdc8b52c658b83ce753ab678",
          "body": null,
          "is_bot": false,
          "headline": "bench(batch): decode, steady-state, and held-GC scan benchmarks",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2bb013c73d81b943b2495dd9296ed4b7a48173d",
          "body": "Batch[T] now captures the slab's epoch at decode time. Str/BytesOf call\nslab.checkEpoch before resolving: a no-op in production (inlines away\nto nothing, verified with -gcflags=-m) and a panic in debug/race builds\nwhen the slab was recycled (nil slab or epoch mismatch after Release),\ncatching stale-\n[…]\nandle use loudly instead of returning silent garbage.\n\nAdds FuzzUnmarshalBatch (row-major, columnar, and columnar+OptCompression\nseeds) — 30s run across default/-race/-tags qdfdebug found no crashers.",
          "is_bot": false,
          "headline": "feat(batch): debug stale-handle epoch panics + decode fuzz",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9776d5f2e7559fd3447f6a7101b17bbaf382eb90",
          "body": "Review findings: batchReadColShape relied on the Dense header path having\ninitialised d.state (an incidental invariant the scatter helpers then\ndereference) — restore readColShape's unconditional init so the safety is\nexplicit. Also remove a no-effect write-back of the shape scratch slices.",
          "is_bot": false,
          "headline": "fix(batch): explicit decoder-state init in shape reader; drop dead store",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a643c6add53f3af2d33d5b0de5034f495797c2b5",
          "body": "Two hot-path optimizations per the code-quality directives:\n\n- The mirror fallback read/wrote the pooled slice via\n  reflect.ValueOf(...).Elem()/Index(0).UnsafeAddr() per decode. The pool now\n  hands out a mirrorSlot{box any; ptr unsafe.Pointer} so the hot path goes\n  through *sliceHeader directly —\n[…]\ne, so a reference is unresolvable here by\n  construction.\n\nSteady-state decode+Release: 8 -> 2 allocs/op (threshold tightened to 3).\nVerified under default, qdf_simd, qdf_reflect2 and qdfdebug builds.",
          "is_bot": false,
          "headline": "perf(batch): reflection-free mirror access and zero-alloc shape reader",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de8084394618e35cc0096b86f436ed5c80cdc0e3",
          "body": null,
          "is_bot": false,
          "headline": "feat(batch): pooled rows backing, zero-alloc steady state, value Batch",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc312a0a600c88b69adeaebc051d525f22529b49",
          "body": null,
          "is_bot": false,
          "headline": "style(batch): document width-switch cases per code-quality directive",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "268d46cbb1dabc296b4fa92efffa7e0d56b142c2",
          "body": "…signment\n\nreadStringColumnHandles indexed the tag byte with no bounds check: a\ntruncated/hostile payload with n>0 string rows and an exhausted buffer\npanicked through the public UnmarshalBatch (DoS-class regression vs the\nreference decoder, which guards every entry). Return ErrShortBuffer.\nRegression: TestUnmarshalBatchTruncated (every truncation of a valid\ncolumnar payload must error, never panic).\n\nAlso replace the dead '_ = opts' with a documented reserved parameter.",
          "is_bot": false,
          "headline": "fix(batch): guard truncated string-column tag read; drop dead opts as…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25362cdf39801d80e71760f2328d9f27b2851eff",
          "body": null,
          "is_bot": false,
          "headline": "feat(batch): columnar fast path with slab string materialization",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d533c6678567c19ab27df9bb89472c175dcb87e",
          "body": null,
          "is_bot": false,
          "headline": "style: gofmt batch_desc_test",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c518fcff224956b05759fda92a2af652c018c434",
          "body": "Adds Batch[T]/UnmarshalBatch/Str/BytesOf/TimeOf/Release plus the v1\nfallback core: batchPlan gains a runtime-built mirror struct type\n(reflect.StructOf swapping Str/Bytes/Time for string/[]byte/time.Time)\nthat the existing reflect-driven Unmarshal decodes into directly, then\na single copy pass scatters mirror rows into pointer-free T rows and\nslab-backed string/bytes bodies.",
          "is_bot": false,
          "headline": "feat(batch): UnmarshalBatch with row-major fallback decode",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b144553d08d077e2e76257945e9386967c381aa3",
          "body": null,
          "is_bot": false,
          "headline": "fix(batch): honor embedded-field skip tag and encoder flatten exclusions",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8593fa0c99cf9cc600dcc06b548082b58963b1b",
          "body": null,
          "is_bot": false,
          "headline": "feat(batch): strict pointer-free batch plan with field mapping",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6136daef4ca231c0f4dc02aad73acec623622f10",
          "body": null,
          "is_bot": false,
          "headline": "test(batch): cover bytes resolve and grow offset stability",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87423533f1057eba874e2891c44af278f090d630",
          "body": null,
          "is_bot": false,
          "headline": "feat(batch): pointer-free handle types and grow-copy slab",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-04T05:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5326153fc249a2e41ed2e1ea281347637d31bf6c",
          "body": "Line-by-line audit (~39K LOC, per-line-range agents, adversarially verified,\nevery finding re-verified and reproduced by hand). Nine fixes:\n\nCodegen correctness:\n- appendFields flattened an embedded time.Time / Marshaler / Unmarshaler\n  value-struct; its fields are unexported (time.Time) or its wire\n[…]\noverwritten — clear the full backing first (mirrors colDictTable).\n- skipColumnValue boxed every present nullable value into []any just to\n  discard it; skip is now mask + base-kind skip, zero boxing.",
          "is_bot": false,
          "headline": "fix: deep-audit round — codegen parity, decode guards, state hygiene",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-02T21:53:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f734773a81cda5dbcee690738bd49e8a70a8e754",
          "body": "readLossyVec accepted any E8 variant block after only validating the\nvariant enum and the dim/count bounds. E8 quantizes in 8-D blocks and\nReconstructE8 walks nb = n/8 blocks, silently leaving the output tail\nzero when n = count*pdim is not a multiple of 8. A hostile/corrupt wire\nblob with dim in 1.\n[…]\nim>=16 (e8Eligible), so reject any\nE8 block whose pdim is not a multiple of 8. Byte-identical for all valid\ninput (no honest E8 block is ever rejected). Regression:\nTestReadLossyVecE8RejectsSmallPdim.",
          "is_bot": false,
          "headline": "fix: reject E8 lossy-vec block with pdim < 8 (fail closed)",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-02T12:24:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "acd8a6f4fd0e32d5e5106d8d26a89a63ace30964",
          "body": "The package doc listed `UnmarshalT[T any](data []byte) (T, error)`, but\nthe implementation (qdf_generic.go) is `UnmarshalT[T any](data []byte,\nout *T) error`. A caller copying the documented form fails to compile.",
          "is_bot": false,
          "headline": "docs: fix UnmarshalT signature in the public-API doc comment",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-02T11:53:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c22ac42a42193806399dd814a8901de25cca58d1",
          "body": "…codeValue\n\nqdfgen emitted e.EncodeValue for an any-typed struct field / container\nelement. EncodeValue calls encodeReflect at ifaceDepth==0, so under\nOptLossyVec a []float32/[]float64 or a batchable []struct held in that\nany field emitted a tagColVecLossy (0xFD) / tagVecBatchStruct (0xFE)\nblock. An\n[…]\nbare []float32 and batchable []struct, generated + reflect decode).\n\nSame bug-class as the map-any / any-boxed-block gaps: every tag reachable\nthrough a schemaless position must be decodeAny-readable.",
          "is_bot": false,
          "headline": "fix: codegen any-field must encode via EncodeAny (schemaless), not En…",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-02T11:53:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7bff185b26df62e378519ce735e34cf1e05003ea",
          "body": "readPackedGorillaHeader bounded n64 only by the bit-count check\n(n64 > rem*8+1) and then cast n = int(n64) with no MaxInt guard. On a\n32-bit build int/len are 32-bit, so a buffer > ~256MB makes rem*8+1\nexceed MaxInt32; a crafted n64 in that gap passes every check, int(n64)\nwraps negative, and make([\n[…]\nFOR, DeltaFOR, PFOR, bool) already has\nthis exact guard; Gorilla was the sole outlier.\n\nAdd the standard n64 > MaxInt reject. Reject-only: no wire change for\nvalid input; dead branch on 64-bit builds.",
          "is_bot": false,
          "headline": "fix: bound Gorilla decode element count by MaxInt before int narrowing",
          "author_name": "alex60217101990",
          "author_login": "alex60217101990",
          "committed_at": "2026-07-02T08:40:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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,
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              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
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              "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": 39,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 23,
            "inputs": {
              "forks": 0,
              "stars": 26,
              "watchers": 1,
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              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "26 stars",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 26
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
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                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "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",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "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
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                  }
                ],
                "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
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "merged_prs": 162,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 2
            },
            "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": "162/164 decided PRs merged",
                "points": 37.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 162,
                      "decided": 164
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/3 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "followers": 4,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "alex60217101990",
              "public_repos": 44,
              "account_age_days": 3178
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            "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": "4 followers of alex60217101990",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 4,
                      "login": "alex60217101990"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "44 public repos, account ~8 yr old",
                "points": 24,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 44
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/alex60217101990/qdf"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
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                  }
                ],
                "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": 84,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "13 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 13
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                  }
                ],
                "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": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "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": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "binary-serialization",
                "codec",
                "columnar",
                "compression",
                "data-format",
                "encoding",
                "go",
                "golang",
                "messagepack",
                "protobuf",
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              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
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            },
            "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": null,
                "points": 0,
                "status": "missed",
                "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": "12 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 12
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 72,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.5
            },
            "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/3 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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 fuzzed",
                "points": 5,
                "status": "met",
                "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 9 resolved dependencies against OSV. 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 9
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
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