公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 22:39 UTC

douglasmonsky / codex-usage-tracker

Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.

Python · TypeScriptMIT★ 187 星标⑂ 16 复刻始于 2026年5月在 GitHub 上查看 ↗

douglasmonsky/codex-usage-tracker 的健康指数为 100 分中的 68 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Sustainability & Governance(58/100)。 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。

68
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。

68
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

Douglas Monsky个人账户
7 关注者28 个公开仓库始于 2017年6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标签
PyPIcodex-usage-tracking0.25.05,494370 天前codexmcptokensusagedashboardopenaiprompt-cachingcost-analysis

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?

72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
6.2/36提交节奏 — 52 周中有 9 周有提交
18/18提交量 — 最近一年 329 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_year329
human_commit_share0.9
days_since_last_push0
active_weeks_last_year9

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 32 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 2.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count32
latest_release_tagv0.25.0
releases_from_tags
days_since_latest_release0
mean_days_between_releases2.2

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

47存在风险
评分方式
36.8/60星标 — 187 个星标
9.8/25复刻 — 16 个复刻
0/15关注者 — 1 位关注者
所用输入
forks16
stars187
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5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
49.9/80月度下载量 — pypi 合计每月 5,494 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
packagescodex-usage-tracking
dependents
ecosystemspypi
total_downloads
monthly_downloads5,494
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?

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
0.6/22.5提交分布 — 头号贡献者编写了 97% 的提交
6.8/13.5贡献者广度 — 5 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_sampled5
top_contributor_share0.972
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
36.3/38.3PR 接受 — 已裁定的 PR 中 263/277 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/26 approved changesets -- score normalized to 0
所用输入
merged_prs263
open_issues0
closed_issues31
issue_closed_ratio1
closed_unmerged_prs14
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
6.5/25所有者影响力 — douglasmonsky 有 7 位关注者
22.6/25既往记录 — 28 个公开仓库,账户约 9 年
所用输入
followers7
owner_typeUser
is_verified
owner_logindouglasmonsky
public_repos28
account_age_days3,333
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 — pypi 上有 1 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 — 37 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
packagescodex-usage-tracking
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

90优秀 · 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 — eslint.config.js
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 29 out of 29 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

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://github.com/douglasmonsky/codex-usage-tracker
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicscodex, openai, python, token-usage, codex-plugin, codex-skill, dashboard, cli, codex-cli, cost-analysis, developer-tools, llm-observability, local-first, privacy-first, prompt-caching, usage-analytics, mcp, model-context-protocol, pypi, sqlite
has_wiki
homepagehttps://github.com/douglasmonsky/codex-usage-tracker
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?

61中等 · 占总体的 16%

安全态势

51中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 29 out of 29 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
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
0/5Fuzzing — project is not 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
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
已排除计分(无数据或不适用):branch_protection。 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
advisories7
affected_packages5
assessed_packages671
unassessed_packages44
affected_by_severityhigh 5
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 671 个已解析依赖与 OSV 比对。 有 44 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 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。

81良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 90 次人类提交中有 90 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_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes18,510
评分方式
18/18一条命令的引导启动 — justfile
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js
11/11静态类型检查 — frontend/dashboard/tsconfig.json
10/10可复现环境 — 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
8/8自动化维护 — 最近 100 次提交中有 10 次为自动依赖更新
5/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_filesjustfile
has_devcontainer
has_linter_config
typecheck_configsfrontend/dashboard/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.1
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(frontend/dashboard/tsconfig.json)
54.6/55可控的文件大小 — 采样的 1,177 个源文件中有 9 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes331,876
source_files_sampled1,177
oversized_source_files9
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

187GitHub 星标
5贡献者
329最近 12 个月提交数
0距最近推送天数
32发布版本数
1巴士系数(bus factor)
0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
  • deps.dev does not index pypi:codex-usage-tracking@0.25.0; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 16 ⇿
0Star
16Fork
29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。

04812161622026-062026-062026-07
主版本 0次版本 15修订 14
OpenSSF Scorecard 5.1 / 10
5.1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 · 2026-07-25 22:39 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests29 out of 29 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
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
4Vulnerabilities6 existing vulnerabilities detected
直接依赖 2
注册表软件包版本约束清单文件
PyPImcp>=1.2.0pyproject.toml
PyPItiktoken>=0.13.0pyproject.toml
全部依赖 715

来自 GitHub 依赖图的完整解析依赖集合:4 个直接依赖与 711 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
PyPImcp直接
PyPImcp1.28.1直接
PyPItiktoken直接
PyPItiktoken0.13.0直接
npm@adobe/css-tools4.5.0间接
npm@asamuzakjp/css-color3.2.0间接
npm@axe-core/playwright4.12.1间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/plugin-transform-react-jsx-self7.29.7间接
npm@babel/plugin-transform-react-jsx-source7.29.7间接
npm@babel/runtime7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@cacheable/memory2.2.0间接
npm@cacheable/utils2.5.0间接
npm@csstools/color-helpers5.1.0间接
npm@csstools/css-calc2.1.4间接
npm@csstools/css-calc3.2.1间接
npm@csstools/css-color-parser3.1.0间接
npm@csstools/css-parser-algorithms3.0.5间接
npm@csstools/css-parser-algorithms4.0.0间接
npm@csstools/css-syntax-patches-for-csstree1.1.6间接
npm@csstools/css-tokenizer3.0.4间接
npm@csstools/css-tokenizer4.0.0间接
npm@csstools/media-query-list-parser5.0.0间接
npm@csstools/selector-resolve-nested4.0.0间接
npm@csstools/selector-specificity6.0.0间接
npm@emnapi/core1.11.0间接
npm@emnapi/core1.11.1间接
npm@emnapi/runtime1.11.0间接
npm@emnapi/runtime1.11.1间接
npm@emnapi/wasi-threads1.2.2间接
npm@esbuild/aix-ppc640.25.12间接
npm@esbuild/aix-ppc640.28.1间接
npm@esbuild/android-arm0.25.12间接
npm@esbuild/android-arm0.28.1间接
npm@esbuild/android-arm640.25.12间接
npm@esbuild/android-arm640.28.1间接
npm@esbuild/android-x640.25.12间接
npm@esbuild/android-x640.28.1间接
npm@esbuild/darwin-arm640.25.12间接
npm@esbuild/darwin-arm640.28.1间接
npm@esbuild/darwin-x640.25.12间接
npm@esbuild/darwin-x640.28.1间接
npm@esbuild/freebsd-arm640.25.12间接
npm@esbuild/freebsd-arm640.28.1间接
npm@esbuild/freebsd-x640.25.12间接
npm@esbuild/freebsd-x640.28.1间接
npm@esbuild/linux-arm0.25.12间接
npm@esbuild/linux-arm0.28.1间接
npm@esbuild/linux-arm640.25.12间接
npm@esbuild/linux-arm640.28.1间接
npm@esbuild/linux-ia320.25.12间接
npm@esbuild/linux-ia320.28.1间接
npm@esbuild/linux-loong640.25.12间接
npm@esbuild/linux-loong640.28.1间接
npm@esbuild/linux-mips64el0.25.12间接
npm@esbuild/linux-mips64el0.28.1间接
npm@esbuild/linux-ppc640.25.12间接
npm@esbuild/linux-ppc640.28.1间接
npm@esbuild/linux-riscv640.25.12间接
npm@esbuild/linux-riscv640.28.1间接
npm@esbuild/linux-s390x0.25.12间接
npm@esbuild/linux-s390x0.28.1间接
npm@esbuild/linux-x640.25.12间接
npm@esbuild/linux-x640.28.1间接
npm@esbuild/netbsd-arm640.25.12间接
npm@esbuild/netbsd-arm640.28.1间接
npm@esbuild/netbsd-x640.25.12间接
npm@esbuild/netbsd-x640.28.1间接
npm@esbuild/openbsd-arm640.25.12间接
npm@esbuild/openbsd-arm640.28.1间接
npm@esbuild/openbsd-x640.25.12间接
npm@esbuild/openbsd-x640.28.1间接
npm@esbuild/openharmony-arm640.25.12间接
npm@esbuild/openharmony-arm640.28.1间接
npm@esbuild/sunos-x640.25.12间接
npm@esbuild/sunos-x640.28.1间接
npm@esbuild/win32-arm640.25.12间接
npm@esbuild/win32-arm640.28.1间接
npm@esbuild/win32-ia320.25.12间接
npm@esbuild/win32-ia320.28.1间接
npm@esbuild/win32-x640.25.12间接
npm@esbuild/win32-x640.28.1间接
npm@eslint-community/eslint-utils4.9.1间接
npm@eslint-community/regexpp4.12.2间接
npm@eslint/config-array0.21.2间接
npm@eslint/config-helpers0.4.2间接
npm@eslint/core0.17.0间接
npm@eslint/eslintrc3.3.5间接
npm@eslint/js9.39.4间接
npm@eslint/js^9.17.0间接
npm@eslint/object-schema2.1.7间接
npm@eslint/plugin-kit0.4.1间接
npm@humanfs/core0.19.2间接
npm@humanfs/node0.16.8间接
npm@humanfs/types0.15.0间接
npm@humanwhocodes/module-importer1.0.1间接
npm@humanwhocodes/retry0.4.3间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/remapping2.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.31间接
npm@keyv/bigmap1.3.1间接
npm@keyv/serialize1.1.1间接
npm@napi-rs/wasm-runtime1.1.6间接
npm@nodelib/fs.scandir2.1.5间接
npm@nodelib/fs.stat2.0.5间接
npm@nodelib/fs.walk1.2.8间接
npm@oxc-parser/binding-android-arm-eabi0.137.0间接
npm@oxc-parser/binding-android-arm640.137.0间接
npm@oxc-parser/binding-darwin-arm640.137.0间接
npm@oxc-parser/binding-darwin-x640.137.0间接
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PyPIpydantic-core2.46.4间接
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PyPIpyjwt2.13.0间接
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PyPIpytest间接
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PyPIregex2026.6.28间接
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PyPIrpds-py2026.6.3间接
PyPIruff间接
PyPIsetuptools间接
PyPIsse-starlette3.4.5间接
PyPIstarlette1.3.1间接
PyPItach间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspection0.4.2间接
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PyPIuvicorn0.51.0间接
PyPIwemake-python-styleguide间接
PyPIyamllint间接
PyPIzizmor间接
依赖安全公告 5

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 671 个包,其中也包含从不交付的开发与测试版本固定:5 个存在已知公告,0 个为直接依赖。 有 44 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
brace-expansion1.1.15间接25.0.8
brace-expansion5.0.7间接15.0.8
fast-uri3.1.3间接14.1.1
js-yaml5.2.0间接25.2.2
postcss8.5.16间接18.5.18

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
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          "headline": "fix: allow setup-node v7 in release checks",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
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          "headline": "chore(deps): bump actions/setup-go to 6.5.0",
          "author_name": "dependabot[bot]",
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          "body": "Dependabot action-only bump. All required CI checks passed.",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-python to 6.3.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "body": "Simplify dashboard boot and defer expensive usage/readiness work while preserving MCP-first features and call investigation.",
          "is_bot": false,
          "headline": "feat: establish MCP-first dashboard transition foundation",
          "author_name": "Douglas Monsky",
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          "is_bot": false,
          "headline": "chore: prepare 0.21.0 release (#283)",
          "author_name": "Douglas Monsky",
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          "body": "* docs: design persistent dashboard service\n\n* docs: plan persistent dashboard service\n\n* feat: define persistent dashboard service\n\n* feat: manage dashboard launch agent lifecycle\n\n* feat: expose dashboard service commands\n\n* docs: explain persistent dashboard service\n\n* test: register dashboard se\n[…]\n fix: wait for dashboard service readiness\n\n* fix: use lightweight dashboard health check\n\n* chore: whitelist dynamic dashboard service symbols\n\n* chore: document dashboard service security boundaries",
          "is_bot": false,
          "headline": "feat: add persistent dashboard service (#282)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-17T17:38:19Z",
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        },
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          "body": "* fix: bound thread call expansion paging\n\n* fix: polish thread leaderboard",
          "is_bot": false,
          "headline": "fix: bound and polish thread expansion (#281)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-17T05:33:47Z",
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          "is_coding_agent": false
        },
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          "oid": "ea30bbd12099556f581316719aa0379d26a0efc1",
          "body": "* docs: design OTel fast usage ingestion\n\n* docs: plan OTel fast usage ingestion\n\n* feat: add OTel completion tier schema\n\n* feat: parse aggregate OTel completions\n\n* feat: ingest OTel completions incrementally\n\n* feat: correlate OTel tiers to canonical calls\n\n* feat: reconcile OTel tiers during ref\n[…]\n: label exact service tiers\n\n* fix: clear OTel state and harden rotation\n\n* docs: explain tier-aware billing estimates\n\n* fix: harden tier-aware pricing selection\n\n* fix: verify OTel cursor continuity",
          "is_bot": false,
          "headline": "feat: add exact Fast usage and tier-aware cost tracking (#280)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-17T02:33:26Z",
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          "is_coding_agent": false
        },
        {
          "oid": "b3765c27f6c3bf6068e1935ea33d0e9decf1e2f6",
          "body": "* docs: design Windows filesystem ID overflow fix\n\n* docs: plan Windows filesystem ID overflow fix\n\n* fix: normalize stored source filesystem IDs\n\n* fix: persist full-width filesystem IDs\n\n* fix: satisfy filesystem metadata hardening checks",
          "is_bot": false,
          "headline": "fix: preserve full-width Windows filesystem IDs (#279)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-17T01:59:50Z",
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          "is_coding_agent": false
        },
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          "body": "Bump package, plugin, and MCP runtime versions to 0.20.0 and publish the release changelog and verification docs.",
          "is_bot": false,
          "headline": "chore: prepare 0.20.0 release (#277)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-16T12:02:28Z",
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          "is_coding_agent": false
        },
        {
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          "body": "* docs: specify inline thread expansion\n\n* docs: plan inline thread expansion\n\n* feat: define progressive thread call state\n\n* feat: add virtualized thread accordion grid\n\n* feat: implement virtualized thread accordion grid\n\n* fix: harden thread accordion interactions\n\n* feat: expand thread calls in\n[…]\n expansion workflow\n\n* fix: resolve threads final review gates\n\n* chore: finalize threads validation report\n\n* fix: complete inline thread evidence workflow\n\n* test: cover responsive calls smoke paths",
          "is_bot": false,
          "headline": "feat: expand thread calls inline",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-16T03:29:10Z",
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          "is_coding_agent": false
        },
        {
          "oid": "1b129c61f77d9e3cf54df1955eb670acb2d68666",
          "body": "* feat: complete Simplified Chinese localization\n\n* test: tolerate wrapped localized CLI help\n\n* fix: localize Python 3.10 boolean help defaults\n\n---------\n\nCo-authored-by: Monsky <douglas.monsky@gmail.com>",
          "is_bot": false,
          "headline": "feat: complete Simplified Chinese localization (#274)",
          "author_name": "maopai",
          "author_login": "maopai",
          "committed_at": "2026-07-15T18:50:47Z",
          "body_truncated": false,
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        },
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          "body": "Co-authored-by: Monsky <douglas.monsky@gmail.com>",
          "is_bot": false,
          "headline": "fix: improve dashboard visualization layout (#272)",
          "author_name": "maopai",
          "author_login": "maopai",
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          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "b8ce7c69684d5a279af9f1843c22436cd52ee1f2",
          "body": "* fix: apply GPT-5.6 long-context pricing\n\n* fix: scope long-context pricing by service tier\n\n---------\n\nCo-authored-by: Monsky <douglas.monsky@gmail.com>",
          "is_bot": false,
          "headline": "fix: apply GPT-5.6 long-context pricing (#271)",
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          "author_login": "maopai",
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          "body": null,
          "is_bot": false,
          "headline": "chore: prepare 0.19.0 release (#275)",
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          "author_login": "douglasmonsky",
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          "body": "* docs: design clone usage deduplication\n\n* docs: plan clone usage deduplication\n\n* feat: add canonical usage identity\n\n* fix: harden canonical usage deduplication\n\n* test: cover canonical usage migration\n\n* fix: use canonical rows for usage totals\n\n* feat: expose canonical usage deduplication\n\n* ci\n[…]\ndentity basis\n\n* refactor: split limits presentation modules\n\n* fix: satisfy hardening type and markdown checks\n\n* fix: register dynamic allowance surfaces\n\n* fix: harden allowance statistical queries",
          "is_bot": false,
          "headline": "feat: add canonical usage deduplication and limits intelligence (#273)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-15T16:34:10Z",
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          "body": null,
          "is_bot": false,
          "headline": "chore: prepare 0.18.0 release (#270)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
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        },
        {
          "oid": "599ca24751f5f35f4d78c73c8c139d878cf71d2d",
          "body": "* docs: design clone usage deduplication\n\n* docs: plan clone usage deduplication\n\n* feat: add canonical usage identity\n\n* fix: harden canonical usage deduplication\n\n* test: cover canonical usage migration\n\n* fix: use canonical rows for usage totals\n\n* feat: expose canonical usage deduplication\n\n* fix: satisfy deduplication release gates\n\n* fix: keep compression facts canonical\n\n* docs: clarify dedupe diagnostic metadata\n\n* perf: restore canonical query plans",
          "is_bot": false,
          "headline": "feat: deduplicate cloned usage rows (#267)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-15T04:57:53Z",
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          "is_coding_agent": false
        },
        {
          "oid": "dbc1989be770250e6a7491ab368b79eb22290a00",
          "body": "* docs: design parallel hardening CI\n\n* ci: parallelize hardening gates\n\n* docs: satisfy markdown table style",
          "is_bot": false,
          "headline": "ci: parallelize hardening gates (#269)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
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          "is_bot": false,
          "headline": "chore: add agent-perf development workflow (#268)",
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          "author_login": "douglasmonsky",
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          "oid": "c755e8ecc20d9f3b62b9813aba4721898be01bb5",
          "body": "Squash merge PR #266 after passing CI.",
          "is_bot": false,
          "headline": "fix: harden dashboard evidence views",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-15T00:41:28Z",
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        },
        {
          "oid": "d5190442105e1e73f5109021598400309017aeee",
          "body": null,
          "is_bot": false,
          "headline": "feat: route broad usage waste through compression lab (#265)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T21:31:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "af5cab18e4b3f65068291148b28343235c30c2f4",
          "body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 4 to 8.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v4...v8)\n\n---\nupdated-dependencies:\n- dependency-name: actions/downlo\n[…]\nr\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Douglas Monsky <douglas.monsky@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/download-artifact from 4 to 8 (#260)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T21:14:28Z",
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          "is_coding_agent": false
        },
        {
          "oid": "9c2a9794232bb59a9a6376518724d219cc05af8a",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6 to 6.4.0.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/v6...v6.4.0)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-node\n  dependency-ve\n[…]\nr\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Douglas Monsky <douglas.monsky@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-node from 6 to 6.4.0 (#259)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T21:06:31Z",
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        },
        {
          "oid": "8798c317d1105f6209fdd753d3388327fd375ec3",
          "body": null,
          "is_bot": false,
          "headline": "docs: complete dashboard query pipeline roadmap (#264)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T20:08:01Z",
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          "is_coding_agent": false
        },
        {
          "oid": "a962f5172460e0c0b1c58c683489f43b368c13d7",
          "body": "* refactor: enforce dashboard query pipeline contracts\n\n* fix: satisfy dashboard governance ratchets\n\n* fix: harden live dashboard evidence paths\n\n* test: stabilize compression persistence benchmark\n\n* ci: avoid duplicate pull request matrices",
          "is_bot": false,
          "headline": "refactor: enforce dashboard query pipeline contracts (#263)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T19:43:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03b6900662172e48acb15f8b5b713d9f662a36fb",
          "body": null,
          "is_bot": false,
          "headline": "feat: harden dashboard query caching (#262)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T12:19:46Z",
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          "is_coding_agent": false
        },
        {
          "oid": "cbc8b511f5fde2cdfcbffa8409f55ad931bec3f2",
          "body": "* feat: add persistent Compression Lab dashboard jobs\n\n* docs: record Compression Lab dashboard PR\n\n* fix: keep compression progress type private",
          "is_bot": false,
          "headline": "feat: add persistent Compression Lab dashboard jobs",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T10:36:41Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2eb19e2b21525231e99975120ae4037d9ecc7a08",
          "body": "* feat: run diagnostic refreshes as dashboard jobs\n\n* docs: record diagnostic jobs pull request",
          "is_bot": false,
          "headline": "feat: run diagnostic refreshes as dashboard jobs (#258)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T08:55:07Z",
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          "is_coding_agent": false
        },
        {
          "oid": "7d2306cb8000bec2ed2a0c17741e1b4e23af76c4",
          "body": "Migrate diagnostics facts, supporting evidence, and snapshots to the shared source-aware query registry with segmented progress, cancellation, and route-switch reuse.",
          "is_bot": false,
          "headline": "refactor: migrate diagnostics query lifecycle (#257)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T07:31:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4eb43a7aff36579f06d8a0e1e78280674d9ede48",
          "body": "* refactor: migrate investigator queries\n\n* docs: record investigator query migration",
          "is_bot": false,
          "headline": "refactor: migrate investigator queries (#256)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T06:36:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd1214cb8fb482851288e55abdfa097a6911010b",
          "body": "* refactor: migrate cache and reports queries\n\n* docs: record cache and reports query migration\n\n* test: prove report cache survives navigation",
          "is_bot": false,
          "headline": "refactor: migrate cache and reports queries (#255)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T06:06:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8aa426d20ffb9b031cf8d392d707e566782e959",
          "body": "* refactor: preserve dashboard source identity\n\n* docs: record dashboard source identity PR",
          "is_bot": false,
          "headline": "refactor: preserve dashboard source identity (#254)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T05:21:25Z",
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          "is_coding_agent": false
        },
        {
          "oid": "382d77f9f614e40817225c0347636c833b64e0a8",
          "body": "* refactor: share dashboard module progress state\n\n* test: stabilize overview refresh lifecycle\n\n* test: isolate overview refetch timing\n\n* test: isolate overview endpoint cache",
          "is_bot": false,
          "headline": "refactor: share dashboard module progress state (#253)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T05:00:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3da6b29b0669797f1717568db9ac37ada8b0bdf6",
          "body": null,
          "is_bot": false,
          "headline": "refactor: centralize dashboard query identity (#252)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T03:43:52Z",
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          "is_coding_agent": false
        },
        {
          "oid": "d9085e62818dad43c368173370756911f15711f2",
          "body": null,
          "is_bot": false,
          "headline": "perf: materialize recommendation thread summaries (#251)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T03:12:07Z",
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          "is_coding_agent": false
        },
        {
          "oid": "378a2d17b0714dad538dd5695494a996ea10be0d",
          "body": "* refactor: route recommendations through indexed facts\n\n* fix: document bounded recommendation SQL",
          "is_bot": false,
          "headline": "refactor: route recommendations through indexed facts (#250)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T01:38:57Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3e569c6a03464d07f7331ef8431b16dcd669b9ef",
          "body": null,
          "is_bot": false,
          "headline": "refactor: wire recommendation-aware refresh (#249)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T00:36:58Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f1dfc223a5e5b91e1b18b85d4505a840e0319440",
          "body": null,
          "is_bot": false,
          "headline": "feat: materialize recommendation facts (#248)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T00:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5681bab4504e200b640a47e894b24f36580f516",
          "body": null,
          "is_bot": false,
          "headline": "refactor: add derived fact refresh hook (#247)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-14T00:20:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c4685b62af325262e121fde20b2745263fcd59b",
          "body": "* perf: baseline dashboard query routes\n\n* docs: link dashboard baseline PR",
          "is_bot": false,
          "headline": "perf: baseline dashboard query routes (#246)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-13T23:21:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39fdceab469862fd92445e750b5af6198efbf1df",
          "body": "* fix: preserve dashboard module progress\n\n* docs: add dashboard query pipeline roadmap\n\n* test: isolate overview endpoint cache",
          "is_bot": false,
          "headline": "fix: preserve dashboard module progress (#245)",
          "author_name": "Douglas Monsky",
          "author_login": "douglasmonsky",
          "committed_at": "2026-07-13T22:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "douglasmonsky",
          "commits": 313,
          "avatar_url": "https://avatars.githubusercontent.com/u/29297119?v=4"
        },
        {
          "type": "User",
          "login": "HoangVung",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/62729841?v=4"
        },
        {
          "type": "User",
          "login": "maopai",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/60124114?v=4"
        },
        {
          "type": "User",
          "login": "LH-03",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/254638051?v=4"
        },
        {
          "type": "User",
          "login": "nrlcode",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/40966383?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.972
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "allowance-statistical-calibration.yml",
        "ci.yml",
        "pricing-compat.yml",
        "publish.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "eslint.config.js"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "package-lock.json"
      ],
      "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"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "29 out of 29 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"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/26 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "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",
            "score": 0,
            "reason": "project is not 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"
          },
          {
            "name": "Maintained",
            "score": 0,
            "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": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 5,
            "reason": "dependency not pinned by hash detected -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "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"
          },
          {
            "name": "Security-Policy",
            "score": 4,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 4,
            "reason": "6 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9cb36b3d5aee8912b96e1a06dc251151d80b286a",
        "ran_at": "2026-07-25T22:39:08Z",
        "aggregate_score": 5.1,
        "scorecard_version": "v5.5.0"
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      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-25T22:25:07Z",
      "oldest_open_prs": [
        {
          "number": 303,
          "created_at": "2026-07-24T09:27:36Z",
          "last_comment_at": "2026-07-24T09:27:37Z",
          "last_comment_author": "dependabot"
        }
      ],
      "last_merged_pr_at": "2026-07-25T22:22:57Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
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  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/douglasmonsky/codex-usage-tracker",
    "host": "github.com",
    "name": "codex-usage-tracker",
    "owner": "douglasmonsky"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 68,
      "inputs": {
        "security": 61,
        "vitality": 72,
        "community": 61,
        "governance": 58,
        "engineering": 90
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 72,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "commits_last_year": 329,
              "human_commit_share": 0.9,
              "days_since_last_push": 0,
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            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                    "code": "push_recency",
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                      "days": 0
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                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "9/52 weeks with commits",
                "points": 6.2,
                "status": "partial",
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                    "code": "commit_cadence_weeks",
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                      "weeks": 9
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                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "329 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "commits_last_year",
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                "max_points": 18
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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              "days_since_latest_release": 0,
              "mean_days_between_releases": 2.2
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "32 releases published",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "releases_published",
                    "params": {
                      "count": 32
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                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                    "code": "release_recency",
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                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2.2 days",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "release_cadence",
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                      "gap": 2.2
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
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              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 61,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "forks": 16,
              "stars": 187,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "187 stars",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 187
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "16 forks",
                "points": 9.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 16
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "packages": [
                "codex-usage-tracking"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 5494
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "5,494 downloads/month across pypi",
                "points": 49.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 5494,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 5,
              "top_contributor_share": 0.972
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 97% of commits",
                "points": 0.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 97
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 263,
              "open_issues": 0,
              "closed_issues": 31,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 14
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "263/277 decided PRs merged",
                "points": 36.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 263,
                      "decided": 277
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/26 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 49,
            "inputs": {
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              "owner_type": "User",
              "is_verified": null,
              "owner_login": "douglasmonsky",
              "public_repos": 28,
              "account_age_days": 3333
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "7 followers of douglasmonsky",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "douglasmonsky"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "28 public repos, account ~9 yr old",
                "points": 22.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 28
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "codex-usage-tracking"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "37 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "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": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
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                "openai",
                "python",
                "token-usage",
                "codex-plugin",
                "codex-skill",
                "dashboard",
                "cli",
                "codex-cli",
                "cost-analysis",
                "developer-tools",
                "llm-observability",
                "local-first",
                "privacy-first",
                "prompt-caching",
                "usage-analytics",
                "mcp",
                "model-context-protocol",
                "pypi",
                "sqlite"
              ],
              "has_wiki": true,
              "homepage": "https://github.com/douglasmonsky/codex-usage-tracker",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://github.com/douglasmonsky/codex-usage-tracker",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.1
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            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 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 0/26 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 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": "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 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 5",
                "points": 2.5,
                "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": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "6 existing vulnerabilities detected",
                "points": 3,
                "status": "partial",
                "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 671 resolved dependencies against OSV; 44 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 671
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 44
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 7,
              "affected_packages": 5,
              "assessed_packages": 671,
              "unassessed_packages": 44,
              "affected_by_severity": "high 5",
              "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": 671,
              "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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 18510
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "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",
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                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
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                      "legible": 90,
                      "sampled": 90
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_nix": false,
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              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.1
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "frontend/dashboard/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "10 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 331876,
              "source_files_sampled": 1177,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (frontend/dashboard/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "frontend/dashboard/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "9/1177 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1177,
                      "oversized": 9
                    }
                  }
                ],
                "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",
    "deps.dev does not index pypi:codex-usage-tracking@0.25.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T22:39:27.427680Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/douglasmonsky/codex-usage-tracker.svg",
  "full_name": "douglasmonsky/codex-usage-tracker",
  "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PyPI.