公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 05:20 UTC

tphakala / go-flac

Native, pure-Go SIMD-accelerated FLAC encoder and decoder

Go · AssemblyMIT★ 1 星标⑂ 1 复刻始于 2026年7月在 GitHub 上查看 ↗

tphakala/go-flac 的健康指数为 100 分中的 60 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(80/100),最低的是Community & Adoption(24/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

60
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

60
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Tomi P. Hakala个人账户
78 关注者64 个公开仓库始于 2014年3月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/tphakala/go-flacv0.4.3-92 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

74良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
4.2/36提交节奏 — 52 周中有 6 周有提交
16/18提交量 — 最近一年 59 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year59
human_commit_share0.949
days_since_last_push0
active_weeks_last_year6

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 9 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 0.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count9
latest_release_tagv0.4.3
releases_from_tags
days_since_latest_release2
mean_days_between_releases0.6
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

24危急 · 占总体的 18%
评分方式
0/60星标 — 1 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 0 位关注者
所用输入
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

58中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
42.9/46.8议题解决 — 92% 的议题已关闭
38.2/38.3PR 接受 — 已裁定的 PR 中 6/6 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/29 approved changesets -- score normalized to 0
所用输入
merged_prs6
open_issues1
closed_issues11
issue_closed_ratio0.917
closed_unmerged_prs0
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
13.6/25所有者影响力 — tphakala 有 78 位关注者
25/25既往记录 — 64 个公开仓库,账户约 12 年
所用输入
followers78
owner_typeUser
is_verified
owner_logintphakala
public_repos64
account_age_days4,506
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 9 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgithub.com/tphakala/go-flac
ecosystemsgo
any_deprecated
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位?

80良好 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yaml
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://pkg.go.dev/github.com/tphakala/go-flac
10/10仓库描述
10/10主题标签 — 14 个主题标签
10/10Wiki
所用输入
topicsaudio, audio-codec, avx2, cgo-free, codec, flac, flac-decoder, flac-encoder, go, golang, lossless-audio, neon, pcm, simd
has_wiki
homepagehttps://pkg.go.dev/github.com/tphakala/go-flac
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

57中等 · 占总体的 16%

安全态势

46存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.6
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages3
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 3 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

69中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 56 次人类提交中有 56 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Taskfile.yml
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yaml
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 59 次提交中没有代理编写的提交
8/8自动化维护 — 最近 59 次提交中有 3 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesTaskfile.yml
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0.051
评分方式
45/45可类型检查的代码 — Go(静态类型)
55/55可控的文件大小 — 采样的 163 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes23,830
source_files_sampled163
oversized_source_files0

关键数据

1GitHub 星标
1贡献者
59最近 12 个月提交数
0距最近推送天数
9发布版本数
1巴士系数(bus factor)
1开放议题
Go软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

OpenSSF Scorecard 4.6 / 10
4.6综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-24 05:20 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 2
注册表软件包版本约束清单文件
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23go.mod
Gogithub.com/tphakala/simdv1.3.0go.mod
全部依赖 3

来自 GitHub 依赖图的完整解析依赖集合:2 个直接依赖与 1 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23直接
Gogithub.com/tphakala/simdv1.3.0直接
Gogolang.org/x/sysv0.45.0间接
依赖安全公告 0

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 3 个包,其中也包含从不交付的开发与测试版本固定:0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "audio",
        "audio-codec",
        "avx2",
        "cgo-free",
        "codec",
        "flac",
        "flac-decoder",
        "flac-encoder",
        "go",
        "golang",
        "lossless-audio",
        "neon",
        "pcm",
        "simd"
      ],
      "is_fork": false,
      "size_kb": 497,
      "has_wiki": true,
      "homepage": "https://pkg.go.dev/github.com/tphakala/go-flac",
      "languages": {
        "Go": 724362,
        "Shell": 5700,
        "Assembly": 103214
      },
      "pushed_at": "2026-07-23T09:24:45Z",
      "created_at": "2026-07-16T08:51:10Z",
      "owner_type": "User",
      "updated_at": "2026-07-23T14:06:08Z",
      "description": "Native, pure-Go SIMD-accelerated FLAC encoder and decoder",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "Assembly"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Tomi P. Hakala",
      "type": "User",
      "login": "tphakala",
      "company": null,
      "location": "Muurame, Finland",
      "followers": 78,
      "avatar_url": "https://avatars.githubusercontent.com/u/7030001?v=4",
      "created_at": "2014-03-22T09:31:18Z",
      "is_verified": null,
      "public_repos": 64,
      "account_age_days": 4506
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.3",
          "kind": "patch",
          "published_at": "2026-07-21T13:39:46Z"
        },
        {
          "tag": "v0.4.2",
          "kind": "patch",
          "published_at": "2026-07-21T13:05:23Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2026-07-18T11:40:46Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-07-16T08:52:17Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-07-21T13:05:13Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-07-16T08:52:16Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-07-16T08:52:15Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-07-16T08:52:15Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-07-16T08:52:14Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "caf9109a81daaa6e88fa587986669f717d4937a1",
          "body": null,
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.4.3",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-21T13:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b275abd578ff9358a53cb5cb5abdd4051003948",
          "body": "* fix(pcm): invalidate the decoder when a seek fails part-way\n\nSeekToSample's error paths returned the error without disturbing the\ndecoder, leaving it live but desynced from its source. Every stage past\nthe argument checks repositions the shared d.rs cursor: probe seeks and\nreads directly into d.pr\n[…]\nt decode at the landing offset.\n\nAlso drop the claim that retrying \"on a healthy source\" clears the state,\nsince a bad landing frame is not a source condition.\n\nDocumentation only; no behavior change.",
          "is_bot": false,
          "headline": "fix(pcm): invalidate the decoder when a seek fails part-way (#18)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-21T13:37:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "837762b6f462654fcbcadc0938d44d69e36be928",
          "body": "Bumps the github-actions group with 1 update: [actions/setup-go](https://github.com/actions/setup-go).\n\n\nUpdates `actions/setup-go` from 6 to 7\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/v6...v7)\n\n---\nupdated-dependencies:\n\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci: bump actions/setup-go from 6 to 7 in the github-actions group (#7)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T13:05:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dba427a54f34468f1acd92494e14569878a852a3",
          "body": null,
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.4.2",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T15:50:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "303c5e24e7b619b1d0a390b27bb4166643601ebb",
          "body": "goconst flagged the Diff1..Diff4 and Restore1..Restore4 subtest name\nliterals, which were repeated across the fixed, restore and fuzz tables.\nIndex them from a single diffNames/restoreNames pair instead.",
          "is_bot": false,
          "headline": "test(i32): name the fixed-predictor helpers from one table",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T15:50:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "234ad90aaef087b5f7dfbd4f7819437780263e18",
          "body": "…le) (#17)\n\nAdd FrameEncoder and FrameDecoder plus meta.DecodeStreamInfo so an\nout-of-module container muxer (go-m4a's FLAC-in-MP4 fLaC/dfLa path) can\nencode and decode individual native FLAC frames and get the 34-byte\nSTREAMINFO body, reusing the existing internal frame coder rather than\nreimplemen\n[…]\nameDecoder decodes\none frame given the STREAMINFO, validating rate/channels/bit-depth against it.\n\nExtract validateConfig from Encoder.init so both encoders share it\n(behavior-preserving).\n\nCloses #14",
          "is_bot": false,
          "headline": "feat(pcm): public frame I/O for container muxing (fLaC/dfLa, Opus-sty…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T11:00:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "544764bf1604821a6b9e16397d3a8a30095b6a4f",
          "body": "The Status section credited the encoder's SIMD and allocation-light design but\nsaid nothing about decode. Record the decoder architecture (64-bit bulk-refill\nbit reader, no per-byte interface dispatch, one reusable read buffer per stream)\nthat landed in #10.",
          "is_bot": false,
          "headline": "docs: note the decoder's 64-bit bulk-refill bit reader in README",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T10:45:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e888a5a01b25b98f17b19e3e2154cf49c89956f",
          "body": "Rewrites the FLAC bit reader from a single-byte buffer to a 64-bit bulk-refill accumulator with an owned 8 KiB block, removing the per-byte io.ByteReader dispatch that dominated decode. Decode is about 10 percent faster on BenchmarkDecodeSubset; output stays bit-exact (IETF conformance corpus, seek suite, differential oracle fuzzer). The resync scan threads one reusable reader so a seek probe does not allocate per candidate.\n\nCloses #10",
          "is_bot": false,
          "headline": "perf(bitio): 64-bit bulk-refill bit reader, ~10% faster decode (#16)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T10:38:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32d3b662877bc325d043c0a8edf7f0f9663943d6",
          "body": "Two low-risk performance improvements from the profiling session: a steady-state encode benchmark that reuses the Encoder (#11), and a pre-grown bit Writer with single-write flushWord via AppendUint64 (#12). Encode output stays byte-for-byte identical; BenchmarkEncodeRealisticStereo drops from 82 to 66 allocs/op.\n\nCloses #11\nCloses #12",
          "is_bot": false,
          "headline": "perf(bitio): pre-grow Writer and steady-state encode benchmark (#13)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-19T09:32:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48c0fcb6b1a883a7789f265928eeec512f47ff78",
          "body": null,
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.4.1",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-18T11:40:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a03b6abc21e5f4b57f0028cca25620d09363206",
          "body": "…e and short streams (#8)\n\nNon-seekable FLAC encodes (a bytes.Buffer / io.Pipe sink, e.g. birdnet-go's in-memory BirdWeather uploads) left STREAMINFO min_blocksize/max_blocksize at the 0 \"unknown\" sentinel because Close cannot seek back to patch them. RFC 9639 requires those fields to be in 16..6553\n[…]\nath, which this encoder can no longer produce as input, stays covered by synthesizing that fixture. Golden hashes were regenerated; only the STREAMINFO block-size bytes changed (audio byte-identical).",
          "is_bot": false,
          "headline": "fix(pcm): finalize a spec-legal STREAMINFO block size for non-seekabl…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-18T11:39:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8cd3236d45d594b380a8f5f398275ae7f99a3771",
          "body": "…ory (#35)\n\nBumps the github-actions group with 1 update in the / directory: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/C\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci: bump actions/checkout in the github-actions group across 1 direct…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-09T19:14:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b61fc4682db5cda9989559d657e1df74f43cd1fa",
          "body": null,
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.4.0",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-02T13:35:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9e91586ddf95e5b773667bd83ca0e9c27ea0894",
          "body": "…rs (#38)\n\nWrite STREAMINFO total_samples up front for non-seekable writers via the new\nConfig.TotalSamples, and have EncodeInterleaved additionally finalize total_samples\nand MD5 from the whole buffer for any io.Writer, with no seek-back and no temp-file\nround trip. The one-shot MD5 pass is net-zero cost (it replaces the per-frame hash\nthat was previously discarded on the non-seekable path) and seekable output stays\nbyte-identical.\n\nFixes #36\nFixes #37",
          "is_bot": false,
          "headline": "pcm: finalize STREAMINFO total_samples and MD5 for non-seekable write…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-07-02T13:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97004b3d6a30563972b36e1e3e05f380d5db0ecd",
          "body": null,
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.3.1",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-15T14:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "097f63e8e4b5404329d96a1771292061a13b64e9",
          "body": "…dio FLAC playback) (#34)\n\n* fix(frame): write explicit sample rate and bit depth in frame headers\n\nEvery FLAC frame header go-flac wrote coded the sample rate and bit depth\nas 0 (\"read from STREAMINFO\"). That is spec-legal and libFLAC, ffmpeg,\nChrome and Firefox all tolerate it, but Apple CoreAudio\n[…]\nte with no dedicated code that is also outside the escape ranges\n(e.g. an odd rate above 65535 Hz). Output for all valid rates is unchanged,\nso the goldens are untouched. Adds a panic regression test.",
          "is_bot": false,
          "headline": "fix(frame): emit explicit sample rate and bit depth codes (iOS/CoreAu…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-15T14:40:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9d7cb5010c19955b9e104fe3d26f4eff74287977",
          "body": "…#25)\n\nBumps the github-actions group with 4 updates in the / directory: [codecov/codecov-action](https://github.com/codecov/codecov-action), [ossf/scorecard-action](https://github.com/ossf/scorecard-action), [actions/upload-artifact](https://github.com/actions/upload-artifact) and [github/codeql-ac\n[…]\nsion-update:semver-patch\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci: bump the github-actions group across 1 directory with 4 updates (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-13T19:58:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee04f68d73ea510fe7cb0f131ad351c1d3d14780",
          "body": "The exported flac.Version constant (documented as the current library\nversion) was left at 0.1.0 through the v0.2.0 and v0.2.1 tags. Bump it to\n0.3.0 alongside the Encoder.Reset / EncodeInterleaved additions so the\nconstant matches the release tag again.",
          "is_bot": false,
          "headline": "release: bump flac.Version to 0.3.0 (#32)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-13T16:50:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "945d19e6bf85db27fc9c9f83e38322f6c3a5056c",
          "body": "* pcm: add Encoder.Reset and EncodeInterleaved for pooled encoding\n\nReset(w, cfg) rebinds an existing *Encoder to a new sink and config,\nreusing the per-channel block buffers and frame workspace when the\nchannel count and LPC order are unchanged. This lets callers pool\nencoders (sync.Pool) across ma\n[…]\n error in init() and Close() is\nwrapped with the operation name. Wrap them with the op prefix and %w so\nNewEncoder/Reset header-write failures carry the same context and stay\nerrors.Is/As-unwrappable.",
          "is_bot": false,
          "headline": "pcm: add Encoder.Reset and EncodeInterleaved for pooled encoding (#31)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-13T16:14:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "33a185c26c63d8682bab8df88b0aea09f2bd7937",
          "body": "simd v1.3.0 removes the FLAC-specific i32 kernels (now vendored in-tree under\ninternal/i32 since #27) and keeps its surface generic. go-flac only consumes the\nparts that stayed: simd/cpu (CPU feature detection), simd/f64 (LPC\nautocorrelation), and simd/crc (FLAC CRC-16). This moves the pin off the\nv\n[…]\nease candidate onto the slimmed stable release.\n\nVerified: build/vet on amd64 and arm64, go test -race ./..., and the libFLAC\n1.5.0 cross-validation, all green; encoded output is unchanged.\n\nRefs #26.",
          "is_bot": false,
          "headline": "deps: bump tphakala/simd to v1.3.0 (#28)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-13T14:30:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3577d65f18b8fabf391ad4a708ec43f5ae7bb832",
          "body": "* chore: ignore .codegraph/ index database\n\n* i32: vendor FLAC integer kernels in-tree from tphakala/simd\n\nMove the FLAC-specific int32 SIMD kernels (Rice cost search, fixed\npredictors, quantized LPC encode/restore, stereo decorrelation) into\ninternal/i32 so the codec owns its integer hot path end-t\n[…]\ncorrelation, simd/crc for\nCRC-16). README.md: the integer kernels are in-tree; simd now supplies CPU\ndetection, autocorrelation, and CRC-16.\n\nFound during pre-push review of the kernel move. Refs #26.",
          "is_bot": false,
          "headline": "Vendor the FLAC int32 SIMD kernels in-tree (internal/i32) (#27)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-13T12:25:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3268d69cf8329423b74ca0655228dc94bbd3d218",
          "body": "The action ran its own nested actions/checkout@v4.1.1 (repo-checkout\ndefault), which failed with git exit 128 / HTTP 400 and also pulled in a\ndeprecated Node 20 action. Replace it with an explicit checkout + setup-go\n+ go install + govulncheck run, matching the rest of the CI workflow.",
          "is_bot": false,
          "headline": "ci: run govulncheck directly instead of golang/govulncheck-action",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-09T10:42:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd191a8fadc2cd0c5fd5c5a1dd3f766cfa17545d",
          "body": "Expand the README badge row (Go Report Card, codecov, Go version, latest\ntag, OpenSSF Scorecard, GitHub Sponsors) and add a Sponsor section. Add\n.github/FUNDING.yml so the repo surfaces the Sponsor button.\n\nAdd scheduled maintenance automation: Dependabot for Go modules and\nGitHub Actions, a govulncheck workflow (push, PR, weekly), an OpenSSF\nScorecard workflow, and a tag-triggered draft Release workflow.",
          "is_bot": false,
          "headline": "docs: add README badges, sponsorship, and maintenance workflows",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-09T10:40:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12138c97c78c99966f4b8bb2994b60cb5042580b",
          "body": "Remove the M1-M6/v0.2.0 milestone list from the Status section; the prose\nalready describes the codec's capabilities, and the milestone history lives in\nthe git log and release notes.\n\nAdd a measured encoder comparison (go-flac vs libFLAC, SoX, ffmpeg) on the\nscript's default 30-minute input at leve\n[…]\nore, on both amd64\n(i7-1260P) and arm64 (Cortex-A76). go-flac ties libFLAC's compression ratio\n(0.8523) and beats ffmpeg on throughput and ratio on both architectures;\nlibFLAC stays about 1.5x faster.",
          "is_bot": false,
          "headline": "docs: drop milestone log, add libFLAC/ffmpeg benchmark comparison (#24)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T17:31:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b2cf2b7db8132cfafcad0800a96c795bb89f18e4",
          "body": "…ME (#23)\n\nThe Status milestone list stopped at the v0.2.0 SIMD integration (and still\nlabelled it '(next)' while marking it done). Add the byte-identical single-core\nthroughput work that followed (estimate-driven selection, 64-bit bit-writer,\nSIMD autocorrelation/estimate-path/finestMaxU, wider deinterleave, per-order\nfixed-predictor specialization, and the CRC-16 PCLMULQDQ/PMULL fold), and refresh\nthe benchmarking note that still described SIMD as a future track.",
          "is_bot": false,
          "headline": "docs: record the single-core throughput track and CRC-16 fold in READ…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T17:10:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ee28f2e2824b55044b94ffc9603dcc10b62d7f0",
          "body": "…encode) (#22)\n\ninternal/crc.Checksum16 now delegates to simd/crc.Checksum16 (v1.2.0-rc.5),\nwhich folds the buffer 16 bytes at a time with PCLMULQDQ on amd64 and PMULL\non arm64, falling back to the same slice-by-16 table loop on other targets.\nThe local slice-by-16 implementation and its table16x ta\n[…]\n cpu.pmull=off fallback both bit-identical.\n\nEnd-to-end single-core encode throughput (pinned P-core, n=12, p=0.000):\n+6.5% mono / +4.2% stereo on amd64; +2.3% geomean on arm64. Allocations\nunchanged.",
          "is_bot": false,
          "headline": "crc: route Checksum16 through the SIMD PCLMULQDQ/PMULL kernel (~4-6% …",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T16:46:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2e3786aa64980d2b3a9639abe97c1d7dcfadf43c",
          "body": "…ingle-core, byte-identical) (#21)\n\n* encoder: specialize fixed-predictor residuals per order (~3% stereo single-core, byte-identical)\n\nComputeFixedResiduals (and its int64 wide-path analogue) computed the\nfixed-predictor prediction with an inner loop over a coefficient slice:\n`pred += c * int64(src\n[…]\nesidual funcs\n\nThe per-order specialization commit restated the existing summary\nparagraph above ComputeFixedResiduals and ComputeFixedResiduals64.\nKeep one copy plus the new specialization rationale.",
          "is_bot": false,
          "headline": "encoder: specialize fixed-predictor residuals per order (~3% stereo s…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T15:01:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40eb82699459858dabc8d4b8fd2dee3bc1881052",
          "body": "….5% stereo single-core, byte-identical) (#20)\n\ndeinterleaveSamples unpacked interleaved little-endian PCM one byte at a\ntime through a nested sample/channel loop. 16-bit audio (CD, the 48 kHz\ncapture path) is the overwhelmingly common case, so specialize mono and\nstereo at that width: read four sam\n[…]\n41% B/s)\n  EncodeRealisticStereo  -2.44% sec/op  (+2.51% B/s)\n\nNew tests exhaustively verify sign extension across all 65536 16-bit\npatterns and exercise the unrolled-loop tail across odd block sizes.",
          "is_bot": false,
          "headline": "encoder: widen 16-bit PCM deinterleave to 64-bit loads (~5% mono / ~2…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T14:12:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2048e2355db4ef65937a11e50884424fc0d7248b",
          "body": "…ical, ~6% single-core) (#19)\n\nfinestMaxU's per-partition signed int32 min/max scan was the last scalar\nhot loop in the Rice planner (~6% cum of the stereo encode profile after\nPR #18). Replace the two inline lo/hi loops with simd v1.2.0-rc.4's new\ni32.MinMax, which reduces each partition with VPMIN\n[…]\nease\" warnings.\n\nPinned single-P-core benchstat (GOMAXPROCS=1, n=8): mono +5.3%, stereo\n+7.4%, geomean +6.4% throughput; allocs unchanged. finestMaxU drops\nfrom 6.1% to 0.3% cum in the stereo profile.",
          "is_bot": false,
          "headline": "encoder: SIMD-accelerate finestMaxU per-partition min/max (byte-ident…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T13:16:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5937da4bfaf8d7a647e5c64fffea0f9e8d10c804",
          "body": "…on maxima (~2.9% single-core, byte-identical) (#18)\n\n* encoder: drop redundant whole-block Rice scan by reducing per-partition maxima (~2.9% single-core, byte-identical)\n\nPlanResidualInt32 scanned the residual block for its min/max twice per call:\nonce globally to size ncols, and once per finest pa\n[…]\nols] reslice in rice planner sums parity test\n\nensure() sizes both sums slices to exactly P*ncols, so the explicit reslice\nin the sentinel-fill and clear was a no-op. Addresses review feedback on #18.",
          "is_bot": false,
          "headline": "encoder: drop redundant whole-block Rice scan by reducing per-partiti…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T10:22:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d76221485891517c35deee134c2ec4252ec1e54",
          "body": "…s seekable (#17)\n\n* encoder: fix STREAMINFO min block size so fixed-blocksize output stays seekable\n\nThe encoder folded the final, short block into the STREAMINFO minimum block size,\nso any stream whose length is not a multiple of 4096 reported minBlock != maxBlock\n(e.g. 176 vs 4096). Decoders trea\n[…]\nn unequal pair always also mismatches the expected\nvalues) and only produced a second error line. Fold the invariant into the\nsingle want-based check and keep the seekability rationale in its message.",
          "is_bot": false,
          "headline": "encoder: fix STREAMINFO min block size so fixed-blocksize output stay…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T09:28:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1460fbc10e6da7a83a1e1fe603a7ec04268089b2",
          "body": "…t/remainder (~15% mono / ~13% stereo, byte-identical) (#16)\n\nThe bit-writer was ~13% of encode CPU. Two byte-identical changes knock it down:\n\n- bitio.Writer now accumulates MSB-first into a 64-bit register and flushes whole\n  8-byte words via binary.BigEndian.PutUint64, instead of appending one by\n[…]\nte identical to main\n(cmp clean). Zero new allocations.\n\nbenchstat (n=6, -benchtime=2s, i7-1260P):\n  EncodeRealistic        2.317m -> 1.970m  -14.99%\n  EncodeRealisticStereo  5.905m -> 5.122m  -13.25%",
          "is_bot": false,
          "headline": "encoder: widen bit-writer to 64-bit word flush + combine Rice quotien…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T09:01:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cacdb8847c03a34c9844cce5dcc419e6701cce2b",
          "body": "…o / ~15% stereo) (#15)\n\nautocorrelateInto was the largest remaining single-core hotspot in the encoder\n(~16% mono, ~27% stereo self time): a naive scalar float64 double loop with no\nSIMD. This routes AnalyzeLPC through f64.Autocorrelate from tphakala/simd\nv1.2.0-rc.3, a lag-vectorized kernel (AVX2 \n[…]\ncodeRealistic -8.5%, EncodeRealisticStereo\n    -15.0% (both p=0.002); allocations unchanged.\n  - Profile: autocorrelation drops from the top self-time slot (~27% stereo) to\n    ~11% (the SIMD kernel).",
          "is_bot": false,
          "headline": "encoder: SIMD-accelerate LPC autocorrelation (byte-identical, ~9% mon…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-05T07:14:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1c86a7c4d0abe0aa9883d4f55f7d176803520b0",
          "body": "…edAbsSums, widened RiceSums) (#14)\n\n* rice: SIMD-accelerate ZigzagSum via i32 kernel (byte-identical)\n\nRepin tphakala/simd to v1.2.0-rc.2 (adds the estimate-path i32 kernels) and\nswap the scalar rice.ZigzagSum body for i32.ZigzagSum (AVX2/NEON, pure-Go\nfallback). Bit-identical to the scalar referen\n[…]\nresiduals are coded, so the expected sum is the zero\nvalue of want; gate the reference branch on order < len(x) instead of allocating\nres and slicing res[min(order,len(x)):]. Test-only, same coverage.",
          "is_bot": false,
          "headline": "encoder: SIMD-accelerate the estimate-path primitives (ZigzagSum, Fix…",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
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          "oid": "fde6076ac1fd3203b51948a241bade1447c574cb",
          "body": "…ce-by-16) (#13)\n\nTwo byte-identical encoder optimizations:\n\n- Carry the LPC residual from the cost pass into the candidate slot instead of recomputing it with the scalar FIR (was ~15.5% of encode CPU). int32 and int64 paths.\n- CRC-16 slice-by-16 fold (16 bytes/iter, ~1.3x on Checksum16).\n\nLevel 5: \n[…]\ntereo ~39 -> ~48 MB/s, mono ~57 -> ~66 MB/s, allocations unchanged. Verified byte-identical across stereo+mono levels 0-8 and 16/24/32-bit inputs, and with GODEBUG=cpu.avx2=off for SIMD/scalar parity.",
          "is_bot": false,
          "headline": "encoder: byte-identical throughput wins (LPC residual carry + CRC sli…",
          "author_name": "Tomi P. Hakala",
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          "oid": "7f87b8737cbd6269c0f155a3bc444acf09c7b998",
          "body": "… 5) (#12)\n\n* test: add realistic sine+noise encode benchmark (representative profile)\n\nThe existing BenchmarkEncode uses genPCM, a ramp whose order-2 residuals\nare near zero, making the Rice search trivial and inverting optimization\nresults. BenchmarkEncodeRealistic and BenchmarkEncodeRealisticSter\n[…]\nn on the scalar\n  fallback path. Suggested by Gemini Code Assist.\n- Add an EstimateRiceBits edge-case test for the n<=0 guard and the zz==0\n  contract, covering a previously-untested defensive branch.",
          "is_bot": false,
          "headline": "encoder: estimate-driven predictor selection (~1.8x single-core level…",
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          "committed_at": "2026-06-04T19:31:07Z",
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          "oid": "88db8833e438986037936606fffd434c730211d9",
          "body": "…~2.7x) (#11)\n\n* encoder: SIMD-accelerate Rice/fixed/LPC hot paths via tphakala/simd (~2.7x)\n\nWire the github.com/tphakala/simd i32 kernels into the three encoder hot\npaths the post-M5a profile identified (buildFinestTablesInt32 ~60%,\nComputeFixedResiduals ~12%, ComputeLPCResiduals ~5%):\n\n- Rice par\n[…]\nPartitionSumsParity: pre-fill the result with an all-ones sentinel so the\n  test actually exercises the full-overwrite contract the int32 planner now\n  relies on, including the n==0 case (CodeRabbit).",
          "is_bot": false,
          "headline": "encoder: SIMD-accelerate Rice/fixed/LPC hot paths via tphakala/simd (…",
          "author_name": "Tomi P. Hakala",
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          "committed_at": "2026-06-04T14:37:48Z",
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        {
          "oid": "1dfa451724a1ede3f0b7350ddbbfd44e9f93b1ff",
          "body": "cmd/wav2flac encodes a PCM WAV to FLAC through the streaming pcm.Encoder: a\nrunnable example of the public API and the go-flac side of a reproducible\nencoder benchmark. The WAV header parser is factored out and unit-tested, with\nan end-to-end encode/decode round-trip test through go-flac's own decod\n[…]\n writes\noutputs to a private temp directory, never modifying the input.\n\nThis is the re-runnable basis for the v0.1.0 pre-SIMD performance baseline\n(tracked in the project's internal benchmark notes).",
          "is_bot": false,
          "headline": "Add wav2flac example CLI and encoder benchmark harness (#10)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-04T13:24:50Z",
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          "oid": "5ed22b3f5905cfb31d173765e271163683321e01",
          "body": "Final pre-release pass for the first tagged release. v0.1.0 ships pure-Go;\nSIMD stays deferred to the v0.2.0 track (no new dependency, kernels untouched).\n\nAPI and godoc:\n- Bump Version to 0.1.0.\n- Remove the unused ErrNotImplemented sentinel. It was dead exported surface\n  now that the codec is fea\n[…]\ndency.\n\nNo behavior change. Verified green: byte-identical golden, libFLAC 1.5.0\ncross-validation (64/64 corpus), LPC and wide-depth round-trip, full -race\nsuite, vet (amd64 and arm64), golangci-lint.",
          "is_bot": false,
          "headline": "M6: v0.1.0 release completeness (godoc/API review, docs sync) (#9)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-04T13:01:55Z",
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          "oid": "2357a1eadb16ad49cd0052ae37e5e6a0b66f7bd0",
          "body": "…ink write (#8)\n\nTwo forward-looking hardening fixes, byte-identical to current output on every\nsupported path.\n\nfeasiblePmax now clamps maxPartOrder to 15, the largest value the 4-bit FLAC\npartition-order field can hold. paramsForLevel only sets 3..6 today and encoder\nblocks are <= 4096 (2^12), so \n[…]\nhat a failed sink write\nleaves the MD5 reflecting only durably written frames; success-path MD5\nround-trip guard. Full suite, byte-identical golden, libFLAC cross-validation,\nand fuzz seeds all green.",
          "is_bot": false,
          "headline": "encoder: clamp Rice partition order to 15 and defer MD5 ingest past s…",
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          "headline": "docs: update README for M5a (encoder workspace + merge-upward Rice)",
          "author_name": "Tomi P. Hakala",
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          "body": "Per-encoder reusable Workspace + libFLAC merge-upward Rice partition search, plus finest-pass bounds-check/shift-guard removal. Byte-identical output (golden + libFLAC cross-validation + fuzz). Allocations 2726 -> ~0/block; BenchmarkEncode ~25.5ms -> ~15.3ms (-40%, +65% throughput). Public pcm API unchanged.",
          "is_bot": false,
          "headline": "M5a: encoder workspace + merge-upward Rice (byte-identical) (#7)",
          "author_name": "Tomi P. Hakala",
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          "oid": "9a85b8c2a5fb5c3f39b62e619f04af36c1933d6c",
          "body": "…ection, opt-in SEEKTABLE) (#6)\n\nDecode side: sample-accurate pcm.Decoder.SeekToSample over a retained io.ReadSeeker (byte-offset binary search with CRC-16-verified probes; a present SEEKTABLE narrows it), an internal CRC-16 frame finder for seek landing, and truncated-stream detection (ErrTruncated\n[…]\nnged, and SEEKTABLE seeks are about 3x faster than binary search.\n\nAlso makes the pre-push git hook a fast build+vet check, leaving the full race suite, fuzz seeds, and libFLAC cross-validation to CI.",
          "is_bot": false,
          "headline": "M4: streaming hardening (sample-accurate SeekToSample, truncation det…",
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          "oid": "0beec21d966f95ac8559b5759ca7a4b9a72eb879",
          "body": "The encoder now supports bit depths 4-32 with quantized LPC. Mark M3b and M3c\ndone in the milestone list, note the int32 (<= 24 bps) vs int64 (25-32 bps)\npaths and the byte-identical <= 24 bps output, and drop the stale (M3) and\n4-24 references.",
          "is_bot": false,
          "headline": "docs: update README for M3b (LPC) and M3c (25-32 bps) completion",
          "author_name": "Tomi P. Hakala",
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          "oid": "f81da3e471d6fded12b4080e354aded2960a3575",
          "body": "…completion) (#5)\n\n* test: wide-depth helpers and int32 golden baseline capture\n\n* feat(rice): int64 residual encode path and wide-residual escape fix\n\n* feat(lpc): int64 fixed and LPC residual kernels (exact inverse anchor)\n\n* refactor(lpc): make AnalyzeLPC generic over Sample for the int64 path\n\n*\n[…]\neds 2^31, which overflows a 32-bit\n  int constant and fails to compile on 386/arm; compute it in uint32.\n\nVerified: golden hashes unchanged, parity test passes, both packages compile\nunder GOARCH=386.",
          "is_bot": false,
          "headline": "M3c: 25-32 bps wide bit-depth encoding (int64 path, decoder dispatch …",
          "author_name": "Tomi P. Hakala",
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          "committed_at": "2026-06-03T17:31:00Z",
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        {
          "oid": "d7d781bb2ff060e9c109831bbeb8da30b5fdcc08",
          "body": "* feat(lpc): add ComputeLPCResiduals, the integer inverse of RestoreLPC\n\n* feat(frame): add LPC params (MaxLPCOrder, LPCPrecision, Apodization)\n\n* feat(lpc): add Tukey window for LPC apodization\n\n* feat(lpc): add autocorrelation\n\n* feat(lpc): add Levinson-Durbin recursion\n\n* feat(lpc): add coefficie\n[…]\nng 1<<(precision-1) or emitting the\n  reserved 4-bit code 15.\n- CI: raise the race and coverage test timeout to 20m; the LPC-active pcm\n  suite exceeds the default 10m per-package limit on CI runners.",
          "is_bot": false,
          "headline": "M3b: quantized LPC encoding (SUBFRAME_LPC, compression levels 3-8) (#4)",
          "author_name": "Tomi P. Hakala",
          "author_login": "tphakala",
          "committed_at": "2026-06-03T13:38:32Z",
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          "oid": "54a2aa6d0708b76524139f4d4cf8a75344e5ea47",
          "body": "… hot-loop perf (#3)\n\n* M3 hardening: int64 Rice cost accumulator + bounded carry buffer\n\nTwo low-risk follow-ups from the M3 encoder gate review. No public API\nchange and no bitstream change for any valid input.\n\n1. Rice bit-cost search (internal/rice/encode.go): widen the cost\n   accumulator and p\n[…]\nchmarkEncode: a further -6.3% sec/op, +6.7% B/s (p=0.009, n=6) on top of the\nshift-count mask. Round-trip and libFLAC cross-validation stay green on amd64\nand GOARCH=386. Suggested in review on PR #3.",
          "is_bot": false,
          "headline": "M3 hardening: int64 Rice cost accumulator, bounded carry buffer, Rice…",
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          "oid": "f576662500efd607c30d3afae617b277b95e84aa",
          "body": "…der) (#2)\n\n* feat(flac): add ErrEncoderClosed sentinel\n\n* feat(bitio): add MSB-first bit Writer\n\n* feat(rice): add partitioned Rice residual encoder with parameter search\n\nImplements EncodeResidual (inverse of DecodeResidual) and CostResidual\nin internal/rice/encode.go. Uses a zigzag forward transf\n[…]\nemaining hot spots (rice.riceBits, the per-call zz and partPlan buffers,\nthe per-frame side/mid buffers) need a cross-package scratch workspace and are\nleft to the M5 performance track per the design.",
          "is_bot": false,
          "headline": "M3: pure-Go FLAC encoder (fixed predictors, four-way stereo, pcm.Enco…",
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          "body": null,
          "is_bot": false,
          "headline": "docs: add badges, install, and a runnable decoder example to README",
          "author_name": "Tomi P. Hakala",
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          "committed_at": "2026-06-02T18:02:07Z",
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        {
          "oid": "c578aa44d1e48be0a5fea83f3f4c02cc8fb32380",
          "body": "* feat(flac): add decoder sentinel errors\n\nAdd ErrSeekUnsupported, ErrMissingStreamInfo, ErrCRCMismatch,\nErrMD5Mismatch, and ErrUnsupported alongside the existing\nErrNotImplemented. All are distinct errors.Is-testable sentinels\ncovering the core decoder error vocabulary for M2.\n\n* feat(bitio): MSB-f\n[…]\n t.Context() and surfaces its stderr on failure.\n- README clarifies SeekToSample (ErrSeekUnsupported for non-seekable sources,\n  ErrNotImplemented otherwise); the validate task notes its requirements.",
          "is_bot": false,
          "headline": "M2: pure-Go FLAC decoder (bitstream, frames, pcm.Decoder) (#1)",
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          "headline": "test: wire IETF flac-test-files submodule and small-corpus placeholder",
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          "headline": "ci: add GitHub Actions workflow (build, test, vet, lint; amd64+arm64)",
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          "body": "golangci-lint config adapted from tphakala/birdnet-go for a shared\nlinting standard, with gocritic's ruleguard wired to rules/*.go for\nmodern-Go pattern enforcement (errors.AsType, min/max builtins, slices\nhelpers, etc.). The 12 rule files carry the //go:build ruleguard tag so\nthe normal toolchain i\n[…]\nexclusion, the\nbirdnet-go-specific forbidigo logger patterns, and the gosec settings\nblock (gosec not enabled). modernize stays disabled (it panics on\nGo 1.26 + atomic types in golangci-lint v2.11.4).",
          "is_bot": false,
          "headline": "build: add Taskfile and golangci-lint config with ruleguard",
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          "body": "Decoder exposes SeekToSample(int64) for sample-accurate seeking rather\nthan Seek; the name Seek is reserved by go vet stdmethods for the\nio.Seeker signature Seek(int64, int).",
          "is_bot": false,
          "headline": "feat: add pcm public API stubs (Encoder, Decoder, Config)",
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        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
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    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "govulncheck.yml",
        "release.yml",
        "scorecard.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [
        ".golangci.yaml"
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      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
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      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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          {
            "name": "Branch-Protection",
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            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
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            "reason": "Found 0/29 approved changesets -- score normalized to 0",
            "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"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
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            "reason": "project is fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
            "name": "Maintained",
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            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
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            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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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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            "name": "Token-Permissions",
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            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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      "has_dependabot_config": true
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          "last_comment_author": null
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  "config": {
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      "key": "overall",
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      "note": null,
      "notes": [],
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      "inputs": {
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "weight": 0.22,
        "metrics": [
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            "note": null,
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                "max_points": 36
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                "key": "commit_cadence",
                "name": "Commit cadence",
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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                "detail": "project was created within the last 90 days. Please review its contents carefully",
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          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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                "key": "openssf_scorecard_signed_releases",
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        "metrics": [
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                "key": "forks",
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                "key": "watchers",
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                "details": [
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                    "code": "watchers",
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          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "points": 22.5,
                "status": "met",
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                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  },
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                    "code": "license_spdx",
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                "name": "CONTRIBUTING guide",
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                "points": 0,
                "status": "missed",
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                "points": 0,
                "status": "missed",
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                "key": "issue_template",
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                "points": 0,
                "status": "missed",
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                "key": "pr_template",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.3
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        "band": "moderate",
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        "weight": 0.24,
        "metrics": [
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            "components": [
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                "key": "bus_factor",
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                "status": "partial",
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                "points": 0,
                "status": "missed",
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                "status": "partial",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
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          {
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            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
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                "status": "met",
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                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 0,
                "status": "missed",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
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            "value": 61,
            "inputs": {
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                "key": "owner_reach",
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                ],
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              },
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                "details": [
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            "notes": [],
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                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": 80,
        "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": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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.yaml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml"
                    }
                  }
                ],
                "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": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "audio",
                "audio-codec",
                "avx2",
                "cgo-free",
                "codec",
                "flac",
                "flac-decoder",
                "flac-encoder",
                "go",
                "golang",
                "lossless-audio",
                "neon",
                "pcm",
                "simd"
              ],
              "has_wiki": true,
              "homepage": "https://pkg.go.dev/github.com/tphakala/go-flac",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://pkg.go.dev/github.com/tphakala/go-flac",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "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": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.6
            },
            "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": "6 out of 6 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 0/29 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 dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "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 3 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": 3
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 3,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 3,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "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
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "56 of 56 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 56,
                      "sampled": 56
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Taskfile.yml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.051
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Taskfile.yml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Taskfile.yml"
                    }
                  }
                ],
                "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": ".golangci.yaml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 59",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 59
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 59 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 3,
                      "sampled": 59
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 23830,
              "source_files_sampled": 163,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/163 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 163,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T05:20:31.721544Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tphakala/go-flac.svg",
  "full_name": "tphakala/go-flac",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go.