lekeeith / godas

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          "kind": "patch",
          "published_at": "2026-06-20T13:57:42Z"
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        {
          "oid": "e46a6cc64b23952cf9a1a796e77bf92f1790c671",
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          "is_bot": false,
          "headline": "feat: upgrade to Go 1.25, update dependencies",
          "author_name": "godans-dev",
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          "committed_at": "2026-07-06T17:31:36Z",
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        {
          "oid": "a7d5d4c24d263a5e28a6fb8b59753e4be8baa55d",
          "body": "…tibility\n\n- parquet-go v0.30.1 -> v0.25.1\n- excelize v2.10.1 -> v2.9.0\n- pin golang.org/x/* to Go 1.22 compatible versions",
          "is_bot": false,
          "headline": "chore: downgrade Go version requirement to 1.22 for third-party compa…",
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          "oid": "db1996435bd2da6679532deb4d27e2c80480ee2f",
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          "is_bot": false,
          "headline": "docs: 新增中文版 README",
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          "committed_at": "2026-06-19T20:55:26Z",
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          "oid": "715b3ead72b38fcfb9e6db63956c9db4f86d38bd",
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          "is_bot": false,
          "headline": "feat: ReadCSV/ScanCSV 支持自定义分隔符、跳过行数、无表头模式",
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          "author_login": null,
          "committed_at": "2026-06-19T20:49:18Z",
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          "oid": "2249420838fbaffb6a54d228a85b1d6b44cb18f6",
          "body": "- io.NewJSONWriter: NDJSON 流式写入，每行一个 JSON 对象\n- io.NewCSVWriter: CSV 流式写入，首 chunk 写 header\n- ArrowSeries.String(): type switch 处理所有数值类型，修复 Float64 panic\n\nfeat: add JSONWriter/CSVWriter streaming writers + fix String() type panic\n\n- io.NewJSONWriter: NDJSON streaming write, one JSON object per line\n- io.NewCSVWriter: CSV streaming write, header on first chunk\n- ArrowSeries.String(): type switch for all numeric types, fix Float64 panic",
          "is_bot": false,
          "headline": "feat: 新增 JSONWriter/CSVWriter 流式写入器 + 修复 String() 类型转换 panic",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T20:33:06Z",
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        {
          "oid": "9c16356ffec3f4d9906cd340ff71e7b5e299c36c",
          "body": "- ParquetWriter 新增 colTypes 字段，首次 WriteChunk 锁定列类型\n- 后续 chunk 按锁定类型写入，不再依赖 chunk 自身的 Dtype 推断\n- ScanCSV 每个 chunk 独立推断类型，不同 chunk 可能推断不同（如 citycode: INT64 vs STRING）\n- 锁定后统一用第一个 chunk 的类型，避免 parquet-go 类型不匹配 panic\n\nfix: ParquetWriter cross-chunk type consistency, fix ScanCSV full write panic\n\n- Parqu\n[…]\nsing locked types, not chunk's own Dtype inference\n- ScanCSV infers types per chunk independently, different chunks may differ\n- Locking uses first chunk's types, avoids parquet-go type mismatch panic",
          "is_bot": false,
          "headline": "fix: ParquetWriter 跨 chunk 类型一致性，修复 ScanCSV 全量写入 panic",
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          "committed_at": "2026-06-19T20:08:40Z",
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        {
          "oid": "38f9168b702deec8cbdd314c31af4c2e9a61de26",
          "body": "- WriteChunk 和 WriteParquetFile 的 switch 补充 INT8-64/UINT8-64 分支\n- default 分支改为 s.String(i) 而非 s.Int(i)，避免类型不匹配 panic\n- ScanCSV 推断的类型可能和实际值不完全匹配，用 String 兜底更安全\n\nfix: Parquet write INT64/STRING type safety, fix ScanCSV write panic\n\n- WriteChunk and WriteParquetFile switch add INT8-64/UINT8-64 branches\n- default branch uses s.String(i) instead of s.Int(i), avoids type mismatch panic\n- ScanCSV inferred types may not match all values, String fallback is safer",
          "is_bot": false,
          "headline": "fix: Parquet 写入 INT64/STRING 类型安全处理，修复 ScanCSV 写入 panic",
          "author_name": "godans-dev",
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          "committed_at": "2026-06-19T20:02:43Z",
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        },
        {
          "oid": "b3cc8af2ec16e07ef4db744539a3f8a2d8f73875",
          "body": "- io.NewParquetWriter(path): 创建流式 Parquet 写入器\n- WriteChunk(df): 写入一个 DataFrame chunk 作为一个 row group\n- Close(): 关闭文件\n- 内存占用 O(chunkSize)，不全量加载数据\n\nfeat: add ParquetWriter streaming writer, support ForEach read-write pipeline\n\n- io.NewParquetWriter(path): create streaming Parquet writer\n- WriteChunk(df): write a DataFrame chunk as one row group\n- Close(): close file\n- Memory usage O(chunkSize), no full data loading",
          "is_bot": false,
          "headline": "feat: 新增 ParquetWriter 流式写入器，支持 ForEach 边读边写",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T19:45:12Z",
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        {
          "oid": "100a6bceb48747feb433099ad5d853d7e6d2a9b2",
          "body": "- README.md: 标题和描述中的 godans → godas\n- core/dtype.go: 包注释 godans → godas\n- io/parquet.go: Parquet schema 名称 godans → godas\n\nfix: correct project name godans → godas\n\n- README.md: title and description godans → godas\n- core/dtype.go: package comment godans → godas\n- io/parquet.go: Parquet schema name godans → godas",
          "is_bot": false,
          "headline": "fix: 修正项目名称 godans → godas",
          "author_name": "godans-dev",
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          "oid": "488053069d966208223cd870062da5450dfea57b",
          "body": "- 新增 ScanCSV 懒加载扫描器（谓词下推 + 投影下推 + 流式分块）\n- 新增 ForEach 流式分块读取 + 断点续传（Offset）\n- 新增 Filter 三层优化（零拷贝/SIMD/手动 Take）\n- 新增 benchmark_test.go 性能基准测试\n- 新增 DataFrame.String() / Info() 格式化输出\n- 新增 core.DataFrame 接口补齐（String/ToJSON/WriteJSONFile 等）\n- 更新统计数据：285 测试，65 Go 文件\n\ndocs: update plan.md with ScanCSV/Filte\n[…]\nopy/SIMD/manual Take)\n- Add benchmark_test.go performance benchmarks\n- Add DataFrame.String() / Info() formatted output\n- Add core.DataFrame interface completion\n- Update stats: 285 tests, 65 Go files",
          "is_bot": false,
          "headline": "docs: 更新 plan.md，新增 ScanCSV/Filter 优化/String() 等已实现功能",
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          "committed_at": "2026-06-19T19:10:17Z",
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          "oid": "627b42595ee04ebbe183f2264d5ea6a76c408a90",
          "body": "- 新增 String(), ToJSON(), ToJSONLines(), WriteJSONFile(), WriteJSONLinesFile(), WriteCSVFile()\n- 之前这些方法只在 ArrowDataFrame 上实现，接口用户无法调用\n- 现在 var df core.DataFrame 可以使用所有 I/O 和格式化方法\n\nfix: core.DataFrame interface add missing I/O and display methods\n\n- Add String(), ToJSON(), ToJSONLines(), WriteJSONFile(), WriteJSONLinesFile(), WriteCSVFile()\n- These methods were only on ArrowDataFrame, interface users couldn't call them\n- Now var df core.DataFrame can use all I/O and formatting methods",
          "is_bot": false,
          "headline": "fix: core.DataFrame 接口补齐缺失的 I/O 和显示方法",
          "author_name": "godans-dev",
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          "committed_at": "2026-06-19T19:05:21Z",
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        },
        {
          "oid": "24a9222b81899fbcb7f06c28aaf6a12ac74f3524",
          "body": "- 新增 ScanCSV 懒加载扫描器文档（Collect/ForEach/Offset 断点续传）\n- 新增 Filter 三层优化说明（零拷贝/SIMD/手动 Take）\n- 新增 benchmark 性能数据（Filter/TakeContiguous/TakeScattered）\n- 新增 ScanCSV 实测对比（3.67M 行：8s vs ReadCSVFile 42s）\n- 更新 Quick Start 示例（String()/Fmt()/Info() 带边框输出）\n- 更新架构图（新增 scan.go/benchmark_test.go/parallel.go/lazy.go/\n[…]\nile 42s)\n- Updated Quick Start examples (String()/Fmt()/Info() bordered output)\n- Updated architecture diagram\n- Updated API Reference (new ScanCSV method table)\n- Streamlined Polars reference section",
          "is_bot": false,
          "headline": "docs: 重写 README，新增 ScanCSV/ForEach/性能 benchmark 章节",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T18:59:49Z",
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        },
        {
          "oid": "d78df1cc65fa01c8f8da19d70a675cf4777563c2",
          "body": "- 新增 String() 实现 fmt.Stringer，fmt.Println(df) 自动走 Fmt()\n- Info() 改为带边框的表格格式（Column/DType/Non-Null）\n- Describe() 返回的 DataFrame 也自动走 String() 输出\n\nfeat: DataFrame add String() method, Info() now uses bordered table\n\n- New String() implements fmt.Stringer, fmt.Println(df) uses Fmt() automatically\n- Info() now outputs bordered table format (Column/DType/Non-Null)\n- Describe() returned DataFrame also uses String() output",
          "is_bot": false,
          "headline": "feat: DataFrame 新增 String() 方法，Info() 改为带边框表格输出",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T18:41:23Z",
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        },
        {
          "oid": "45f9a36f6eb72de98408470d6e4ba2072507b4ea",
          "body": "- ForEach(chunkSize, callback): 流式读取 CSV，每 chunk 回调一次\n- ForEach 返回 (processedRows, error)，错误时告知已成功处理的行数\n- 新增 Offset(n) 方法，跳过前 N 个匹配行，用于断点续传\n- 新增 ScanCSV 懒加载扫描器，Polars 风格流式过滤\n- 支持 Filter/Select/Limit + ForEach/Collect 组合使用\n\nfeat: ScanCSV add ForEach streaming + resume support\n\n- ForEach(chunkSize, ca\n[…]\nocessed count on error\n- New Offset(n) method, skips first N matched rows for resume\n- New ScanCSV lazy scanner, Polars-style streaming filter\n- Supports Filter/Select/Limit + ForEach/Collect chaining",
          "is_bot": false,
          "headline": "feat: ScanCSV 新增 ForEach 流式分块读取 + 断点续传",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T18:41:16Z",
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        {
          "oid": "c240b947935c1fbed24f3ab3e4b3ebc9388ff671",
          "body": "feat: 新增 ScanCSV 懒加载扫描器 + Filter 性能 benchmark\n\n- ScanCSV: Polars 风格流式扫描，边读边过滤，只存匹配行的投射列\n- 支持 Filter/Select/Limit 链式调用，类似 Polars scan().filter().select()\n- 367万行 CSV 实测: ScanCSV 8.3s vs ReadCSVFile 42s，快 5 倍\n- 新增 benchmark_test.go: Filter/TakeContiguous/TakeScattered 三组基准测试\n- test3 新增全量入库方案骨架（分块读取/流水\n[…]\n8.3s vs ReadCSVFile 42s, 5x faster\n- New benchmark_test.go: Filter/TakeContiguous/TakeScattered baseline tests\n- test3: bulk insert solution skeleton (chunked read / pipeline parallel / batch write)\n@",
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          "headline": "@",
          "author_name": "godans-dev",
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          "committed_at": "2026-06-19T17:47:00Z",
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        {
          "oid": "8617861fd9c00217eb65f752dd4ceee70b995c90",
          "body": "perf: 三层嵌套优化 Filter 性能 — mask 单次扫描、连续零拷贝、Arrow SIMD\n\n- DataFrame.Filter: mask 只扫描一次，不再每列重复扫描\n- Series.Take: 连续索引走 array.NewSlice 零拷贝，O(1)\n- Series.computeFilter: 引入 arrow/compute SIMD 过滤引擎\n- DataFrame.Filter 三级降级: 零拷贝 → SIMD → 手动 Take\n- 优化前 Take 间接调用 s.Int(idx)/s.Float(idx)，改为直接 a.Value(idx)\n\nperf: \n[…]\nteFilter: integrate arrow/compute SIMD filter engine\n- DataFrame.Filter fallback chain: zero-copy → SIMD → manual Take\n- Take now uses direct a.Value(idx) instead of indirect s.Int(idx)/s.Float(idx)\n@",
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          "author_name": "godans-dev",
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          "committed_at": "2026-06-19T16:59:38Z",
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        },
        {
          "oid": "d2c746afefc9a162e797ba8a0bb2543086410fb4",
          "body": "feat: 新增格式化表格输出方法 Fmt() 和 Display()\n\n- Fmt()：自动判断行数（≤20全部展示，>20前10后3）\n- Display(top, bottom)：自定义前后行数\n- 自适应终端宽度：列数超宽时自动截断，显示 \"...(+N cols)\" 表示隐藏列\n- 支持 GODAS_WIDTH 和 COLUMNS 环境变量，默认 120\n- 正确处理中文等宽字符对齐\n- 在 core.DataFrame 和 core.Series 接口中新增 Fmt() 和 Display() 方法\n\nfeat: add Fmt() and Display() for format\n[…]\n hidden columns\n- Supports GODAS_WIDTH and COLUMNS env vars, defaults to 120\n- CJK character width aware for proper alignment\n- Added Fmt() and Display() to core.DataFrame and core.Series interfaces\n@",
          "is_bot": false,
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          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-19T16:05:09Z",
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          "oid": "a4f249b9e4e431612d2b0bf44dd752932952e523",
          "body": "feat: high/medium priority improvements — panic safety, index propagation, MultiIndex, query optimizer, parallelization\n\n- panic → error: Filter mask mismatch, Eval unknown op, DurationDiv by zero now return safe values instead of panicking\n- Index propagation: Head/Tail/Slice/Filter/Take/SortBy/Dro\n[…]\nFrame optimizer: Filter Fusion merges consecutive filters into single AND expression\n- Parallelization: DropNA/FillNA/Agg auto-parallelize when column count >= 4; added ParallelDropNA/ParallelFillNA\n@",
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          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-11T08:53:32Z",
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        {
          "oid": "44e59c13c83e858cc3c47ba9adfde125e47984d1",
          "body": null,
          "is_bot": false,
          "headline": "docs: update plan - Polars Phase 1-6 all complete, 277 tests",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:39:49Z",
          "body_truncated": false,
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        },
        {
          "oid": "e5c538c0d60af21a8bdce64a1370a0862daf56a4",
          "body": "SQL Engine (sql.go):\n- SQLQuery: register named tables, execute SQL queries\n- SELECT with column selection, aliases (AS), DISTINCT\n- WHERE with =, !=, >, <, >=, <=, LIKE, AND, OR\n- GROUP BY with SUM/AVG/COUNT/MIN/MAX/STD/MEDIAN\n- ORDER BY ASC/DESC\n- LIMIT\n- JOIN ... ON (inner join)\n- Semicolon toler\n[…]\nSN/PostgresDSN helpers\n- Auto CREATE TABLE from DataFrame schema\n- Type inference from SQL column types\n- Supports MySQL, PostgreSQL, SQLite (via Go database/sql drivers)\n\n277 tests total, all passing",
          "is_bot": false,
          "headline": "feat: Phase 6 - SQL query engine + database connectors (16 new tests)",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:39:08Z",
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        },
        {
          "oid": "350ff5eb3b77c6c9902462063b4ecdb3988c398b",
          "body": null,
          "is_bot": false,
          "headline": "docs: update plan - Polars Phase 1-5 complete, 100% pandas coverage",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:18:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bd347a5dfd7b99e503a36338057765edc4171eb",
          "body": "CategoricalSeries:\n- Dictionary-encoded storage: categories + integer codes\n- Ordered and unordered modes\n- Null support (-1 code)\n- Auto-sorted categories when ordered=true\n\nCatAccessor (.cat):\n- Codes() - integer codes as Series\n- Categories() - unique category values as Series\n- Reorder(newOrder)\n[…]\nnull affected values\n- ValueCounts() - count per category\n- IsIn(values) - check membership\n- Sort(ascending) - sort by code\n- StringFmt() - human-readable representation\n\n261 tests total, all passing",
          "is_bot": false,
          "headline": "feat: Phase 5 - Categorical type with .cat accessor (12 new tests)",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:16:57Z",
          "body_truncated": true,
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        },
        {
          "oid": "372babec8d9cc07c135e4614ed20da7f3473aed5",
          "body": "GroupByDynamic: dynamic time window aggregation\n- df.GroupByDynamic(timeCol, period, every) - group by time windows\n- By(cols...) - additional group-by columns (e.g., category)\n- Agg(aggs) - apply aggregation per window\n- Closed(left/right) - which side of interval is closed\n- Label(left/right) - wh\n[…]\no use as group label\n- Supports empty DataFrames and edge cases\n\nGroupByRollingTime: rolling time window per group\n- Time-based rolling window with group-wise computation\n\n248 tests total, all passing",
          "is_bot": false,
          "headline": "feat: Phase 4 - GroupByDynamic time-based window grouping (5 new tests)",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:09:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "f399794d435d268234cf1ab2503ce79708adae44",
          "body": "AsofJoin: time series nearest-match join\n- For each left row, find the most recent right row where on <= left value\n- Binary search on sorted right column for O(n log m)\n- Optional 'by' columns for group-wise matching\n- Null handling for unmatched rows\n\nSemiJoin: return left rows with matches in rig\n[…]\nurn left rows WITHOUT matches\n- Inverse of SemiJoin\n- Useful for finding missing/orphan records\n\nCrossJoin: Cartesian product\n- Every left row paired with every right row\n\n243 tests total, all passing",
          "is_bot": false,
          "headline": "feat: Phase 3 - advanced join types (7 new tests)",
          "author_name": "godans-dev",
          "author_login": null,
          "committed_at": "2026-06-09T09:07:23Z",
          "body_truncated": true,
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        },
        {
          "oid": "5a4261a2fb24fa0d3c740cb6ad8ddf4118e748dc",
          "body": "Expression System (expr.go):\n- Col(name), Lit(value) - column reference and literal\n- Arithmetic: Add, Sub, Mul, Div, Mod, Neg, Abs\n- Comparison: Eq, Ne, Lt, Le, Gt, Ge\n- Logic: And, Or, Not\n- Null: IsNull, IsNotNull, FillNA\n- Transform: Apply, Cast, Clip\n- Aggregation: Sum, Mean, Min, Max, Count, S\n[…]\n- row limit\n- Collect() - execute plan and return DataFrame\n- Describe() - query plan visualization\n\nFix: WithColumn now properly renames the series to the provided name.\n\n236 tests total, all passing",
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          "headline": "feat: Phase 2 - expression system + lazy DataFrame (27 new tests)",
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          "author_name": "godans-dev",
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          "body": "Why not in generic arithmetic:\n- timestamp + timestamp = meaningless, timestamp * anything = meaningless\n- Go's time.Time doesn't support + operator, uses t.Add(d)\n- int64 precision loss if cast to float64\n\nTimeArithmetic (TA) provides type-constrained operations:\n- AddDuration/SubDuration: timestam\n[…]\nson\n- ToDays/ToHours/ToMinutes/ToSeconds/ToMilliseconds: unit conversion\n- FormatDuration: human-readable formatting\n- DurationFromFloat: create duration from float64 + unit\n\n15 new tests, all passing",
          "is_bot": false,
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          "author_name": "godans-dev",
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          "is_bot": false,
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          "is_bot": false,
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          "is_bot": false,
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          "is_bot": false,
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          "is_bot": false,
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          "author_name": "godans-dev",
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          "is_bot": false,
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          "is_bot": false,
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            "name": "Code-Review",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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            "name": "License",
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            "reason": "license file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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          {
            "name": "Security-Policy",
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            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
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            "name": "Vulnerabilities",
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            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": null,
      "ci_last_conclusion": null,
      "oldest_open_issues": []
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  "config": {
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    "disabled_categories": [],
    "disabled_components": {}
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  "source": {
    "url": "https://github.com/lekeeith/godas",
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    "owner": "lekeeith"
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      "key": "overall",
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      "note": null,
      "notes": [],
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      "inputs": {
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        "vitality": 56,
        "community": 12,
        "governance": 41,
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      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 56,
        "weight": 0.22,
        "metrics": [
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            "band": "at_risk",
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            "note": null,
            "notes": [],
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              "days_since_last_push": 21,
              "active_weeks_last_year": 3
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 21 days ago",
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                "details": [
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                "max_points": 36
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                "name": "Commit cadence",
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                      "weeks": 3
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "49 commits in the last year",
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                "key": "openssf_scorecard_maintained",
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                "points": 0,
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          {
            "key": "release_discipline",
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            "name": "Release discipline",
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            "notes": [
              {
                "code": "excluded_no_data",
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                "key": "openssf_scorecard_signed_releases",
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            "inputs": {
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              "multiplier_pct": 100,
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
            "band": "critical",
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            "note": null,
            "notes": [],
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              "forks": 0,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "stars",
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                      "count": 0
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
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                    "code": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
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                "status": "missed",
                "details": [
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                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "license_absent",
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 41,
        "weight": 0.24,
        "metrics": [
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 1,
            "inputs": {
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            "components": [
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                "key": "issue_resolution",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_decided_prs_or_data",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                "code": "weights_renormalized",
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            "value": 46,
            "inputs": {
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              "account_age_days": 2615
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 20
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                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "3 followers of lekeeith",
                "points": 4.3,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "login": "lekeeith"
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                "max_points": 25
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                "key": "track_record",
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                "points": 22.8,
                "status": "partial",
                "details": [
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 37
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
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                "points": 25,
                "status": "met",
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                    "code": "packages_published",
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                      "ecosystems": "go"
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                  }
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                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 37 days ago",
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                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                "key": "version_history",
                "name": "Version history",
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                "status": "partial",
                "details": [
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                "key": "not_deprecated",
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                "status": "met",
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        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
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        "metrics": [
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                "code": "excluded_no_data",
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                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 21,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 2.1
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 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": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "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": "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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "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": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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
              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "49 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 49,
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "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": 62,
            "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,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "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"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 49",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 49
                    }
                  }
                ],
                "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
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              {
                "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
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            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 25340,
              "source_files_sampled": 65,
              "oversized_source_files": 0
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            "components": [
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                "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": "0/65 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                      "sampled": 65,
                      "oversized": 0
                    }
                  }
                ],
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            ]
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Contributor list unavailable",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T07:17:41.685942Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lekeeith/godas.svg",
  "full_name": "lekeeith/godas",
  "license_state": "absent",
  "license_spdx": null
}