公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 07:06 UTC

KyaniteLabs / kinocut

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

PythonApache-2.0★ 88 星标⑂ 24 复刻始于 2026年3月在 GitHub 上查看 ↗

KyaniteLabs/kinocut 的健康指数为 100 分中的 71 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是Security(55/100)。 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。

71
总分 / 100
良好

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。

71
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

5 关注者16 个公开仓库始于 2026年4月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

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?

85优秀 · 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
11.1/36提交节奏 — 52 周中有 16 周有提交
18/18提交量 — 最近一年 968 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year968
human_commit_share1
days_since_last_push0
active_weeks_last_year16

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 36 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 8.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count36
latest_release_tagv1.10.0
releases_from_tags
days_since_latest_release0
mean_days_between_releases8.7
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?

61中等 · 占总体的 18%

流行度与采用

43存在风险
评分方式
31.5/60星标 — 88 个星标
11.3/25复刻 — 24 个复刻
0/15关注者 — 0 位关注者
所用输入
forks24
stars88
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
37.3/80月度下载量 — npm, pypi 合计每月 630 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packageskinocut, kinocut
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads630
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

60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
1.5/22.5提交分布 — 头号贡献者编写了 94% 的提交
8.1/13.5贡献者广度 — 6 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled6
top_contributor_share0.935
评分方式
44.6/46.8议题解决 — 96% 的议题已关闭
34/38.3PR 接受 — 已裁定的 PR 中 303/341 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/26 approved changesets -- score normalized to 0
所用输入
merged_prs303
open_issues4
closed_issues84
issue_closed_ratio0.955
closed_unmerged_prs38
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
5.6/25所有者影响力 — KyaniteLabs 有 5 位关注者
9.6/25既往记录 — 16 个公开仓库,账户约 0 年
所用输入
followers5
owner_typeOrganization
is_verified
owner_loginKyaniteLabs
public_repos16
account_age_days113
评分方式
25/25已发布且可解析 — npm, pypi 上有 2 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 5 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
packageskinocut, kinocut
ecosystemsnpm, pypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

92优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 8 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 9 out of 9 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

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://kinocut.dev/
10/10仓库描述
10/10主题标签 — 20 个主题标签
0/10Wiki
所用输入
topicsai-agents, claude, claude-code, cursor, ffmpeg, mcp, mcp-server, python, video, video-editing, agent-tools, ai-video, mcp-tools, model-context-protocol, python-library, video-automation, cli, hyperframes, media-automation, subtitles
has_wiki
homepagehttps://kinocut.dev/
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?

55中等 · 占总体的 16%

安全态势

55中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 9 out of 9 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 0/26 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 36 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。

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。

64中等 · 占总体的 0%
评分方式
45/45代理指令 — .cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
34.7/40可读的提交历史 — 100 次人类提交中有 65 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_share0.65
agent_instruction_files.cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes8,032
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
3/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.9/55可控的文件大小 — 采样的 779 个源文件中有 2 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes75,745
source_files_sampled779
oversized_source_files2
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

88GitHub 星标
6贡献者
968最近 12 个月提交数
0距最近推送天数
36发布版本数
1巴士系数(bus factor)
4开放议题
npm, PyPI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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 24 ⇿
0Star
24Fork
32发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

048121620242422026-032026-052026-07
主版本 1次版本 8修订 23
OpenSSF Scorecard 5.5 / 10
5.5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 07:06 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests9 out of 9 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 0/26 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities36 existing vulnerabilities detected
直接依赖 3
注册表软件包版本约束清单文件
PyPImcp>=1.27.0pyproject.toml
PyPIpydantic>=2.13.2pyproject.toml
PyPIrich>=15.0.0pyproject.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
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          "body": "Cutover script missed optional-extra pins and launcher hardcodes.",
          "is_bot": false,
          "headline": "fix(release): complete 1.10.0 pins in shim, npm, mcpb, and build script",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T06:57:17Z",
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          "is_bot": false,
          "headline": "fix(release): pin distribution tests to Kinocut 1.10.0",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "body": "…stages\n\nPublish saved-plan stream-to-shorts surfaces and equalize public claims.\nContain render/package output roots under plan.output_dir. Keep production\nacceptance honest: human listening remains open.",
          "is_bot": false,
          "headline": "release(1.10.0): cut over to 155 MCP / 134 CLI with path-safe shorts …",
          "author_name": "Simon Gonzalez De Cruz",
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          "headline": "Merge pull request 'docs: document stream-shorts stages without overs…",
          "author_name": "simon",
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          "is_bot": false,
          "headline": "docs: document stream-shorts stages without overstating readiness",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "oid": "b5f41a665d8a67dfcc34782c9494def5b4f85c45",
          "body": "…age adapters' (#241) from feat/406-shorts-adapters into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: expose shorts plan review, render, and pack…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:28:48Z",
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        {
          "oid": "6ed264a4eaa81cc0b44bef2eabfda6013947ac7b",
          "body": "Restore the thin facade layout from master and register shorts tools via\na single side-effect import so the architecture guardrail stays green.",
          "is_bot": false,
          "headline": "fix: keep server.py at 179 lines with shorts side-effect import",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:24:38Z",
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          "oid": "299cd2fba7b5f01248b9678361c471611ec23bd2",
          "body": "Import the shorts tool module for registration side effects only so\nserver.py stays under the 180-line thin-facade limit.",
          "is_bot": false,
          "headline": "fix: register shorts tools without growing server facade",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:24:13Z",
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          "oid": "0b1b35762f211229cb005d12d3b427f38771d685",
          "body": "Compress shorts tool re-exports so server.py stays within the 180-line\nfacade limit, and apply ruff format to the shorts package/render modules.",
          "is_bot": false,
          "headline": "fix: keep server facade thin and format shorts modules",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:23:45Z",
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        {
          "oid": "f4dc50613404310b1a8fbcd2b8b4a58aaff60247",
          "body": "Add thin CLI, Python client, and MCP surfaces for source-free plan show,\nreview, render, and package stages. Update development surface counts to\n155 MCP tools and 134 CLI commands without claiming a published release.",
          "is_bot": false,
          "headline": "feat: expose shorts plan review, render, and package adapters",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:13:09Z",
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        },
        {
          "oid": "cb5f0267c8e1713729654e2f9a8f2409a692924d",
          "body": "…losed provenance' (#240) from feat/405-package-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts renders with fail-c…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:12:52Z",
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        },
        {
          "oid": "347157536a9711f4afb790a5c88c6d80137633bc",
          "body": "Add package_approved_candidate to assemble portable platform packages from\nrender receipts after approve, persist package_manifests on the plan, and\nrefuse packaging without current approval or prior renders.",
          "is_bot": false,
          "headline": "feat: package approved shorts renders with fail-closed provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:06:19Z",
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        },
        {
          "oid": "a63d525fc8d49be400f7651ed0b60baeaea16834",
          "body": "…tform drafts' (#239) from feat/405-render-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: render approved shorts with fail-closed pla…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:05:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "db66f1cc4f899932a515b807460a47a56ccae2be",
          "body": "Orchestrate trim, 9:16 resize, edge fades, loudness, captions, and\nthumbnails only after an approve decision. Cache unchanged re-renders\nby digest and persist RenderRecord receipts on the plan.",
          "is_bot": false,
          "headline": "feat: render approved shorts with fail-closed platform drafts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:52Z",
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        },
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          "oid": "635bde24bbdd94d17a9aa3fb6ce3afdc44e8643b",
          "body": "…lans' (#238) from feat/405-render-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: record platform render receipts on shorts p…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:28Z",
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        },
        {
          "oid": "bd68f1ea0f374af68ed698faef0f53d0f1081d50",
          "body": "Add optional RenderRecord entries and related plan fields so review-gated\nrender and package stages can persist provenance without inventing\napproval or posting surfaces.",
          "is_bot": false,
          "headline": "feat: record platform render receipts on shorts plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:46:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "1b97102ecf648d53ba4ba8dcc95f6eaf5fffc9c3",
          "body": "… decisions' (#237) from feat/405-review-mutation into master\n\nfeat: mutate shorts plans with fail-closed review decisions",
          "is_bot": false,
          "headline": "Merge pull request 'feat: mutate shorts plans with fail-closed review…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:45:21Z",
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        },
        {
          "oid": "5fb4f586c04e4fa1c2ca62cdfe2fc47e85b7b694",
          "body": "Record append-only human decisions on persisted shorts plans and resolve\napproved candidates only when a current approve stands without unsuitable\nflags, so render stages can fail closed without inventing approval.",
          "is_bot": false,
          "headline": "feat: mutate shorts plans with fail-closed review decisions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:40:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "bff752aebcf1e2321d7a17ebf211f0c02f642736",
          "body": "…rom simon/feat-405-shorts-plan into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: persist exact shorts review plans' (#236) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:34:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "689f50a5c067b0d06bdd6db1a9bc004fcb5229e6",
          "body": null,
          "is_bot": false,
          "headline": "feat: persist exact shorts review plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:24:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "26eb80c9b6f7f735193af1f4c977fdbb31bcde9b",
          "body": "…nance' (#235) from simon/feat-405-package-writer into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts with verified prove…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:53:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "585c493a90dd0819993e87c513fecc7217c122c0",
          "body": null,
          "is_bot": false,
          "headline": "feat: package approved shorts with verified provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:46:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "497e550a376660efe0f30d16363ae03e2da476ae",
          "body": "…ts' (#234) from simon/feat-405-package-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define deterministic shorts package contrac…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:38:58Z",
          "body_truncated": false,
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        {
          "oid": "d7d1759c5326458b82014afe14b939b93d7ef5b4",
          "body": null,
          "is_bot": false,
          "headline": "feat: preserve package manifests before writing assets",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c6b80406500bd99dd06e8266d8e9d843118d00a",
          "body": "…tion' (#233) from simon/feat-404-audio-fades into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: fade audio edit boundaries before normaliza…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:57:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b9281af54e7bfefbfc1d632787e11bb5956156",
          "body": "…m simon/feat-403-caption-placement into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: block unsafe caption placements' (#232) fro…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671383f3b2c724472603c00ccf963596c052efe4",
          "body": "…rom simon/feat-403-caption-grouping into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: generate editable phrase captions' (#231) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:40:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "e5c6bb2b10f26e92e38c1cf996b6c3793a482228",
          "body": "…#230) from simon/feat-403-caption-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define truthful caption timing contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:10:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e489c12a798a65465e954e861e874d1a8fb1616",
          "body": "… from simon/feat-403-discovery-enrichment into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enrich candidate editorial evidence' (#229)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66ff2c20e131ff9e585ec7722754a02fcc3a1ec0",
          "body": "… from simon/feat-403-discovery-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: discover bounded transcript moments' (#228)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:54:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "6e6c1c1701bdb68bc18f8399b37632f64c510168",
          "body": "…tion' (#227) from simon/feat-402-longform-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: orchestrate replay-safe long-form transcrip…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:45:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "ca4f374f10c427b0a70d261897e82bb4e5594029",
          "body": "…lly' (#226) from simon/feat-402-longform-merge into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: merge long-form transcript overlaps truthfu…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a59d6793a2e0a871a867c78c8fbd6365a86db55b",
          "body": "…(#225) from simon/feat-402-longform-runtime into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: transcribe bounded long-form audio chunks' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:29:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "90ab9a45fcab91ef8e6ba1f2e27f5c4a605a1b95",
          "body": "…age' (#224) from simon/feat-402-longform-planning into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: plan complete long-form transcription cover…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:09:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "b2c43b80e81feb092f1c0bf96e11bb1921212593",
          "body": "…s' (#223) from simon/feat-402-longform-foundation into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: establish long-form transcription boundarie…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:58:11Z",
          "body_truncated": false,
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        },
        {
          "oid": "e769687f9a34e283502d1b5c3223fbc097d932fe",
          "body": "…(#222) from simon/feat-401-shorts-config into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: centralize shorts configuration contracts' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:37:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "c38008bfb8ee8d7acd1795120e1b7149202a1814",
          "body": "…#221) from simon/feat-401-domain-models into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define strict stream candidate contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:12:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "28b04830ae378f40c3f253b605307b258c8843ee",
          "body": "… (#220) from simon/feat-404-audio-loudnorm into master",
          "is_bot": false,
          "headline": "Merge pull request 'fix: measure audio before loudness normalization'…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "379c52ea985bdd3aea6c57d6cdafd27062dbed74",
          "body": "…(#219) from simon/feat-401-platform-budgets into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enforce Shorts and Reels duration budgets' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bab967eb410cf19663c8ce35ba10c6f1c7c6bcf",
          "body": "The previous logic emitted low_confidence_tokens_flagged whenever any\ntoken fell below threshold regardless of policy, so omit-mode runs\nmislabelled their warnings and downstream consumers could not trust the\nflag as evidence of in-cue markers.\n\nTrack flagged_count alongside low_confidence_count so \n[…]\n actually substituted with a [?] marker, and let\nthe omit branch own its own warning. Timestamps and visible text are\nunchanged; low_confidence_token_count still reflects every below-\nthreshold token.",
          "is_bot": false,
          "headline": "Only emit flagged warning when a token is actually flagged",
          "author_name": "GJC Executor",
          "author_login": null,
          "committed_at": "2026-07-23T20:57:36Z",
          "body_truncated": true,
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        {
          "oid": "6eab3c8182aa70b6269245a1c05530f0530f3b81",
          "body": null,
          "is_bot": false,
          "headline": "Block captions that overlap protected regions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:34Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Preserve uncertain words in editable captions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:24Z",
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          "oid": "5b13436475f7d99c34dc56f6de5c3d8e4abf2f5e",
          "body": null,
          "is_bot": false,
          "headline": "Fail closed on ambiguous caption timing",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:11Z",
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        {
          "oid": "0fdf6db31b2fdcad635a6b7b9884c93a51a2dee3",
          "body": null,
          "is_bot": false,
          "headline": "Add editorial evidence without inventing copy",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "d8a8311a28513ad29570116b98d20b1d7bb23277",
          "body": "… titles\n\nThe core slice shipped the deterministic discovery loop without explicit\ncontracts on three behaviors that the GLM review flagged as MEDIUM:\n\n* in-window signal preservation was preserved by construction but never\n  tested, so a future refactor could quietly drop out-of-window signals\n  fr\n[…]\nat module load, the in-text scan is a single finditer per excerpt,\nand no enrichment-slice logic (sensitivity, review warnings, adjacent\ncontext) is pulled backward. The slice remains transcript-only.",
          "is_bot": false,
          "headline": "fix(discovery): close GLM core findings on signals, monotonicity, and…",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "headline": "Prevent scene overlap from stalling longform plans",
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          "headline": "Enforce project-local shorts output paths",
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          "headline": "Centralize shorts configuration contracts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "headline": "refactor: remove unused model serialization helper",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "body": null,
          "is_bot": false,
          "headline": "fix: bind candidate identity to semantic content",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:39:01Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: define strict stream candidate contracts (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:29:04Z",
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          "oid": "e71364f73cfd1432e58d0d1a387d63b73e88e600",
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          "is_bot": false,
          "headline": "fix: make platform budget invariants unrepresentable",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:20:23Z",
          "body_truncated": false,
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        {
          "oid": "10afc1aa5592423593d2d799674411078b8794f4",
          "body": null,
          "is_bot": false,
          "headline": "feat: enforce platform clip duration budgets (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:02:08Z",
          "body_truncated": false,
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        {
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          "is_bot": false,
          "headline": "test: pin fail-closed mirror scope",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:42:55Z",
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        {
          "oid": "d6bc447a7eacffa62e637ab05a3b6df51fd1fbb2",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve Forgejo authority without pruning GitHub",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:37:33Z",
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        {
          "oid": "64a9b5aa0049cb3537908c741d8a9c9bda98dc18",
          "body": "## Summary\n\n- route external clone, issue, support, Q&A, ideas, and pull-request\nguidance through GitHub\n- route private vulnerability reports through enabled GitHub private\nvulnerability reporting\n- update package metadata and public launch links so package-directory\nvisitors are not sent to mainta\n[…]\nution resources consistently\npoint to GitHub.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: make GitHub the external contribution surface (#397)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T03:45:16Z",
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        {
          "oid": "a8e01a2f7e64b18254b2fc2e88f4e564128cfd6d",
          "body": "Closes #392. Child of #375.\n\nAdds the ten approved `edit` grouped paths as pure rewrites while\npreserving the existing flat `kino edit timeline.json` command: unknown\nedit actions fall through unchanged to argparse. Grouped help now names\nall four groups without adding parser commands; the public fl\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add collision-safe edit namespace aliases (#395)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T19:12:11Z",
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        },
        {
          "oid": "ec78f24db1dde756bce34768dcbafb76a337063b",
          "body": "Closes #391. Child of #375.\n\nAdds the five approved `qa` grouped paths as pure rewrites to existing\nflat commands. Every flat target remains directly available, no argparse\nnamespace subparser is added, and the public count stays exactly 130.\n\nFocused verification: 84 passed; Ruff clean; grouped `ki\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add QA namespace aliases (#394)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T18:07:57Z",
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        {
          "oid": "0954a7b25e30d56b356a77dfc9ceb5de1ee2a62e",
          "body": "Closes #390. Child of #375.\n\nAdds the nine approved audio grouped paths as pure rewrites to existing\nflat commands, including `audio bed` → `audio-bed`. Flat commands remain\ndirectly available and the public count remains exactly 130.\n\nFocused verification: 72 passed; Ruff clean; grouped audio-bed and flat\nnormalize-audio help replayed successfully. T7a merged-master CI\n29696915559 passed all jobs.\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add audio namespace aliases (#393)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:48:42Z",
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        {
          "oid": "914754490d25fe944d94efe028b6839d4dc48f4d",
          "body": "Closes #388. Child of #375.\\n\\n- rewrites recognized group/action pairs\nbefore argparse while preserving global options\\n- makes all seven\naivideo aliases production-live without adding subparsers\\n- removes the\norphan namespace parser and keeps the flat command set at 130\\n- adds\nruntime parity, da\n[…]\nns, help\noutput, and invalid input scenarios.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: wire reserved-prefix router and aivideo aliases (#389)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:29:04Z",
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        {
          "oid": "d93a1f79d61699d419bc123a8b0221f454f8577f",
          "body": "## Why\n\nCloses #373. The governed audio-bed engine already performs loop/trim,\nducking, loudness normalization, exact keep-video duration verification,\nand `AudioBedReceipt` generation, but it was not reachable through\nnormal public surfaces.\n\n## What changed\n\n- added MCP `video_audio_bed`\n- added P\n[…]\ndle missing required audio inputs.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\n---------\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: expose guarded audio-bed public workflow (#387)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T05:00:11Z",
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          "oid": "cd7a3b0e60e8dbc4b3158573ae9cece606465aa9",
          "body": "## Why\\n\\nCloses #385. Hyperframes has passed two consecutive full CI\nruns on pinned Node 22, so keeping the job informational would now hide\nreal integration regressions.\\n\\n## What changed\\n\\n- removed\n`continue-on-error: true` from `hyperframes-integration`\\n- removed the\nstale informational labe\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: promote Hyperframes integration to required gate (#386)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:24:00Z",
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          "oid": "85456aae6103a1f1f0795492c506b9a5f5c27a86",
          "body": "## Why\n\n`master` CI is red because optional integration matrices rely on stale\nrunner/assets: Hyperframes receives Node 20 although it requires Node\n>=22, and the GitHub FFmpeg 7/8 legs reference expired BtbN daily-build\nURLs.\n\nCloses #383.\n\n## What changed\n\n- pinned the existing approved `actions/s\n[…]\nmpeg 7 and 8 build artifacts used in testing.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: restore Node and FFmpeg matrix compatibility (#384)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:07:31Z",
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          "oid": "4c52d4297ef232e10313789322c482e277c056e3",
          "body": "## Why\n\nPR #361 correctly prevented Hyperframes from hanging without a TTY, but\nit also made `--skip-transcribe` unconditional. That silently inverted\nthe documented `skip_transcribe=False` default across the engine, Python\nclient, CLI, and MCP tool. This restores the public contract without\nreopeni\n[…]\n is small, reversible, and limited to Hyperframes `init`\nargument construction.\n- [x] The implementation worker stayed inside its two-file scope;\nverification was run separately and is recorded above.",
          "is_bot": false,
          "headline": "fix(hyperframes): restore skip-transcribe contract (#380)",
          "author_name": "Simon Gonzalez De Cruz",
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          "committed_at": "2026-07-18T20:29:59Z",
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          "oid": "39273b4805d4d8c8934a69f83276610d823912d9",
          "body": "## Why\n\nOfficial CI was re-enabled for PR #380 and exposed repository-wide Ruff\nformatting drift already present on `master`. Because both CI and PR\nsafety check the entire tree, every code PR fails before tests\nregardless of its own formatting.\n\nCloses #381.\n\n## What changed\n\n- Applied the configur\n[…]\ncodesmith-dark.svg\"></picture></a>\n<sup>Need help on this PR? Tag <code>/codesmith</code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->",
          "is_bot": false,
          "headline": "ci: restore repository-wide Ruff format baseline (#382)",
          "author_name": "Simon Gonzalez De Cruz",
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          "committed_at": "2026-07-18T20:17:09Z",
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          "oid": "a7ac4dc23c2adc33c4fb982b8ab1e98f22c7f5b0",
          "body": "… (#216) from phase2/p6-evidence into master",
          "is_bot": false,
          "headline": "Merge pull request 'P6: correct protected release evidence summaries'…",
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          "committed_at": "2026-07-18T01:39:54Z",
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          "headline": "docs(release): correct latest release summaries",
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          "body": "…om phase2/p5-event-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'P5: add durable event consumer cursors' (#209) fr…",
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          "body": "… phase2/p5-retention into phase2/p5-event-core",
          "is_bot": false,
          "headline": "Merge pull request 'P5: bound acknowledged audit history' (#210) from…",
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          "body": "…m phase2/p5-events-tests into phase2/p5-retention",
          "is_bot": false,
          "headline": "Merge pull request 'P5: prove replay and retention safety' (#211) fro…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T01:16:48Z",
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          "body": "…om phase2/p5-privacy into phase2/p5-events-tests",
          "is_bot": false,
          "headline": "Merge pull request 'P5: reject unsanitized audit summaries' (#212) fr…",
          "author_name": "simon",
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          "body": "…e2/p5-review-fixes into phase2/p5-privacy",
          "is_bot": false,
          "headline": "Merge pull request 'P5: confine cursor supersession' (#213) from phas…",
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          "body": "… from phase2/p5-closure into phase2/p5-review-fixes",
          "is_bot": false,
          "headline": "Merge pull request 'P5: protect pending consumers and secrets' (#214)…",
          "author_name": "simon",
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          "body": "…rom phase2/p5-full-suite into phase2/p5-closure",
          "is_bot": false,
          "headline": "Merge pull request 'P5: close audit vocabulary verification' (#215) f…",
          "author_name": "simon",
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          "headline": "feat(events): add durable consumer cursors",
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          "headline": "feat(events): bound acknowledged audit history",
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          "headline": "test(events): prove replay and retention safety",
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          "headline": "fix(events): reject unsanitized audit summaries",
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                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/26 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "36 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 5
            },
            "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": 64,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.65,
              "agent_instruction_files": [
                ".cursorrules",
                ".github/copilot-instructions.md",
                ".windsurfrules",
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 8032
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "65 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 75745,
              "source_files_sampled": 779,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/779 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 779,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T07:06:53.811178Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KyaniteLabs/kinocut.svg",
  "full_name": "KyaniteLabs/kinocut",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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PyPI, npm.