公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-01 21:09 UTC

callstackincubator / sniffler

Sniffler sniffs out the E2E tests your changes actually wake up.

TypeScript · JavaScriptMIT★ 29 星标⑂ 1 复刻始于 2026年6月在 GitHub 上查看 ↗
类型命令行工具如何判定

callstackincubator/sniffler 的健康指数为 100 分中的 65 分,处于「良好」区间。 其得分最高的类别是Vitality(68/100),最低的是Community & Adoption(49/100)。 最近一次更新在 9 天前。 近期的大部分工作由 1 位贡献者完成。

65
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。

65
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19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。

加权总体分 60 经校准后在公布的指数量表上为 65(记录校准 2026-08-02)。

所有权

405 关注者45 个公开仓库始于 2018年6月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
npmsniffler0.5.03,34359 天前clie2eimpact-analysisjavascriptmonoreporeact-nativesnifflertypescriptvitest

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?

68良好 · 占总体的 21%
评分方式
28.8/36推送新近度 — 最近一次推送于 9 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
15.3/18提交量 — 最近一年 49 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_year49
human_commit_share1
days_since_last_push9
active_weeks_last_year4

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 5 个发布版本
36/36发布时效 — 最近一次发布版本于 9 天前
27/27发布节奏 — 约每 7.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count5
latest_release_tagv0.5.0
releases_from_tags
days_since_latest_release9
mean_days_between_releases7.6
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

49薄弱 · 占总体的 17%

流行度与采用

24存在风险
评分方式
23.5/60星标 — 29 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 0 位关注者
所用输入
forks1
stars29
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70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
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
47/80月度下载量 — npm 合计每月 3,343 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
packagessniffler
dependents
ecosystemsnpm
total_downloads
monthly_downloads3,343
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?

61中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.5/22.5提交分布 — 头号贡献者编写了 98% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.98
评分方式
36/42议题解决 — 86% 的议题已关闭
28.7/30PR 接受 — 已裁定的 PR 中 22/23 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 1/30 approved changesets -- score normalized to 0
所用输入
merged_prs22
open_issues1
closed_issues6
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.857
closed_unmerged_prs1
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
18.8/25所有者影响力 — callstackincubator 有 405 位关注者
24.1/25既往记录 — 45 个公开仓库,账户约 8 年
所用输入
followers405
owner_typeOrganization
is_verified
owner_logincallstackincubator
public_repos45
account_age_days2,966
评分方式
25/25已发布且可解析 — npm 上有 1 个软件包
35/35发布时效 — 最近一次发布于 9 天前
20/20版本历史 — 5 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagessniffler
ecosystemsnpm
any_deprecated
min_days_since_publish9

工程质量

基础的工程与文档实践是否到位?

61中等 · 占总体的 19%

工程实践

58中等
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests — 11 out of 20 merged PRs checked by a CI test -- score normalized to 5
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

65良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepage
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?

59中等 · 占总体的 16%

安全态势

49薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.2/2.5CI-Tests — 11 out of 20 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no 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
5/5Pinned-Dependencies — all dependencies are pinned
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.9
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages20
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 npm:sniffler@0.5.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 20 个软件包。 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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

63中等 · 占总体的 4%
评分方式
18/45代理指令 — AGENTS.md(占位文件)
0/15机器可读文档(llms.txt)
39.2/40可读的提交历史 — 49 次人类提交中有 36 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.735
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes162
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — tests/fixtures/tsconfig-paths/tsconfig.json, tsconfig.json
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 49 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
10/10OpenSSF Scorecard:Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix
has_tests
lockfilespnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configstests/fixtures/tsconfig-paths/tsconfig.json, tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — TypeScript(静态类型)
55/55可控的文件大小 — 采样的 117 个源文件中有 0 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes32,290
source_files_sampled117
oversized_source_files0

关键数据

29GitHub 星标
2贡献者
49最近 12 个月提交数
9距最近推送天数
5发布版本数
1巴士系数(bus factor)
1开放议题
npm软件包生态系统数

数据采集警告

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

更多细节

OpenSSF Scorecard 4.9 / 10
4.9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 · 2026-08-01 21:09 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
5CI-Tests11 out of 20 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update 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
10Pinned-Dependenciesall dependencies are pinned
4SASTSAST tool is not run on all commits -- score normalized to 4
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 3
注册表软件包版本约束清单文件
npmcac^7.0.0package.json
npmfast-glob^3.3.3package.json
npmpicomatch^4.0.4package.json
全部依赖 122

来自 GitHub 依赖图的完整解析依赖集合:5 个直接依赖与 117 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
npmcac6.7.14直接
npmcac7.0.0直接
npmfast-glob3.3.3直接
npmpicomatch2.3.2直接
npmpicomatch4.0.4直接
npm@esbuild/aix-ppc640.27.7间接
npm@esbuild/android-arm0.27.7间接
npm@esbuild/android-arm640.27.7间接
npm@esbuild/android-x640.27.7间接
npm@esbuild/darwin-arm640.27.7间接
npm@esbuild/darwin-x640.27.7间接
npm@esbuild/freebsd-arm640.27.7间接
npm@esbuild/freebsd-x640.27.7间接
npm@esbuild/linux-arm0.27.7间接
npm@esbuild/linux-arm640.27.7间接
npm@esbuild/linux-ia320.27.7间接
npm@esbuild/linux-loong640.27.7间接
npm@esbuild/linux-mips64el0.27.7间接
npm@esbuild/linux-ppc640.27.7间接
npm@esbuild/linux-riscv640.27.7间接
npm@esbuild/linux-s390x0.27.7间接
npm@esbuild/linux-x640.27.7间接
npm@esbuild/netbsd-arm640.27.7间接
npm@esbuild/netbsd-x640.27.7间接
npm@esbuild/openbsd-arm640.27.7间接
npm@esbuild/openbsd-x640.27.7间接
npm@esbuild/openharmony-arm640.27.7间接
npm@esbuild/sunos-x640.27.7间接
npm@esbuild/win32-arm640.27.7间接
npm@esbuild/win32-ia320.27.7间接
npm@esbuild/win32-x640.27.7间接
npm@jridgewell/sourcemap-codec1.5.5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@rollup/rollup-android-arm-eabi4.62.0间接
npm@rollup/rollup-android-arm644.62.0间接
npm@rollup/rollup-darwin-arm644.62.0间接
npm@rollup/rollup-darwin-x644.62.0间接
npm@rollup/rollup-freebsd-arm644.62.0间接
npm@rollup/rollup-freebsd-x644.62.0间接
npm@rollup/rollup-linux-arm-gnueabihf4.62.0间接
npm@rollup/rollup-linux-arm-musleabihf4.62.0间接
npm@rollup/rollup-linux-arm64-gnu4.62.0间接
npm@rollup/rollup-linux-arm64-musl4.62.0间接
npm@rollup/rollup-linux-loong64-gnu4.62.0间接
npm@rollup/rollup-linux-loong64-musl4.62.0间接
npm@rollup/rollup-linux-ppc64-gnu4.62.0间接
npm@rollup/rollup-linux-ppc64-musl4.62.0间接
npm@rollup/rollup-linux-riscv64-gnu4.62.0间接
npm@rollup/rollup-linux-riscv64-musl4.62.0间接
npm@rollup/rollup-linux-s390x-gnu4.62.0间接
npm@rollup/rollup-linux-x64-gnu4.62.0间接
npm@rollup/rollup-linux-x64-musl4.62.0间接
npm@rollup/rollup-openbsd-x644.62.0间接
npm@rollup/rollup-openharmony-arm644.62.0间接
npm@rollup/rollup-win32-arm64-msvc4.62.0间接
npm@rollup/rollup-win32-ia32-msvc4.62.0间接
npm@rollup/rollup-win32-x64-gnu4.62.0间接
npm@rollup/rollup-win32-x64-msvc4.62.0间接
npm@types/chai5.2.3间接
npm@types/deep-eql4.0.2间接
npm@types/estree1.0.9间接
npm@types/node24.13.2间接
npm@vitest/expect3.2.6间接
npm@vitest/mocker3.2.6间接
npm@vitest/pretty-format3.2.6间接
npm@vitest/runner3.2.6间接
npm@vitest/snapshot3.2.6间接
npm@vitest/spy3.2.6间接
npm@vitest/utils3.2.6间接
npmassertion-error2.0.1间接
npmbraces3.0.3间接
npmchai5.3.3间接
npmcheck-error2.1.3间接
npmdebug4.4.3间接
npmdeep-eql5.0.2间接
npmes-module-lexer1.7.0间接
npmesbuild0.27.7间接
npmestree-walker3.0.3间接
npmexpect-type1.3.0间接
npmfastq1.20.1间接
npmfdir6.5.0间接
npmfill-range7.1.1间接
npmfsevents2.3.3间接
npmglob-parent5.1.2间接
npmis-extglob2.1.1间接
npmis-glob4.0.3间接
npmis-number7.0.0间接
npmjs-tokens9.0.1间接
npmloupe3.2.1间接
npmmagic-string0.30.21间接
npmmerge21.4.1间接
npmmicromatch4.0.8间接
npmms2.1.3间接
npmnanoid3.3.12间接
npmpathe2.0.3间接
npmpathval2.0.1间接
npmpicocolors1.1.1间接
npmpostcss8.5.15间接
npmqueue-microtask1.2.3间接
npmreusify1.1.0间接
npmrollup4.62.0间接
npmrun-parallel1.2.0间接
npmsiginfo2.0.0间接
npmsource-map-js1.2.1间接
npmstackback0.0.2间接
npmstd-env3.10.0间接
npmstrip-literal3.1.0间接
npmtinybench2.9.0间接
npmtinyexec0.3.2间接
npmtinyglobby0.2.17间接
npmtinypool1.1.1间接
npmtinyrainbow2.0.0间接
npmtinyspy4.0.4间接
npmto-regex-range5.0.1间接
npmtypescript5.9.3间接
npmundici-types7.18.2间接
npmvite7.3.5间接
npmvite-node3.2.4间接
npmvitest3.2.6间接
npmwhy-is-node-running2.3.0间接
依赖安全公告 0

安装 npm:sniffler@0.5.0 会引入 20 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 229,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "JavaScript": 51622,
        "TypeScript": 420934
      },
      "pushed_at": "2026-07-23T07:13:15Z",
      "created_at": "2026-06-15T16:21:27Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-01T14:05:44Z",
      "description": "Sniffler sniffs out the E2E tests your changes actually wake up.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript",
        "JavaScript"
      ]
    },
    "owner": {
      "blog": "https://callstack.com",
      "name": "Callstack Incubator",
      "type": "Organization",
      "login": "callstackincubator",
      "company": null,
      "location": "Worldwide",
      "followers": 405,
      "avatar_url": "https://avatars.githubusercontent.com/u/40356278?v=4",
      "created_at": "2018-06-18T10:38:13Z",
      "is_verified": null,
      "public_repos": 45,
      "account_age_days": 2966
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-07-23T07:14:29Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-07-01T10:11:31Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-06-30T12:33:39Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-06-26T09:57:34Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-06-22T19:55:21Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "a50efa9632f8a24ea245debae3141275fec1878e",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.5.0",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-07-23T07:12:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ef843daf1c43912a687f529cbbae584365b6ad5",
          "body": "Closes #29 \n\n## Summary\n\nAdds an opt-in `--uncommitted` mode to `sniffler impact` and `sniffler\nrun`, allowing Sniffler to select tests from staged, unstaged, and\nuntracked non-ignored files without requiring a commit first.\n\nThe new mode can be used by itself or combined with the existing\n`--base`/\n[…]\n\n\nNo analysis benchmark was run because this change is limited to Git\ninput discovery and does not modify scan, parse, or interpret behavior.\n\n---------\n\nCo-authored-by: Szymon Chmal <szymon@chmal.it>",
          "is_bot": false,
          "headline": "feat: add uncommitted change discovery (#30)",
          "author_name": "Chris Lott",
          "author_login": "lott-ai",
          "committed_at": "2026-07-23T06:52:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5ab9413ad683c6ad38ffb42199c159a1c66b124",
          "body": "## What is this?\n\nThis PR makes `sniffler impact` output easier to scan in a terminal.\nInstead of printing every changed file, affected module, dependency\npath, and warning inline, the text reporter now presents selected E2E\ntests first and follows with a compact summary inspired by\nVitest/Jest-styl\n[…]\nostics information, but without flooding normal CLI output with\nlow-level graph details. Reviewers and CI users can keep using JSON\noutput for full details, while humans get a cleaner terminal report.",
          "is_bot": false,
          "headline": "Polish impact CLI output (#28)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-07-03T10:56:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "33d3df890201f84ce2c3257c4364d6f2cc4a66a9",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.4.0",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-07-01T10:09:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4acc529949285515bd4276e00d97d825530456d9",
          "body": "## What is this?\n\nThis PR adds worker-backed source scanning for cache misses. Sniffler\nnow keeps cache lookup, diagnostics, and graph construction on the main\nthread, but can parallelize file reads, import/export parsing, content\nhashing, and metadata collection when the filesystem supports worker\n\n[…]\ngnal for scan-path performance and failures.\n\n## Benchmark Notes\n\nOn Expensify cold runs, `workers: auto` reduced source scan time by\nabout `52%` and total run time by about `33%` versus `workers: 0`.",
          "is_bot": false,
          "headline": "Add worker-backed source scanning (#26)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-07-01T10:01:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df76dbf9d8b911896045bd570b99984ccc27b33a",
          "body": "## What is this?\n\nThis PR deepens the internal architecture around Sniffler's impact\nanalysis pipeline. The previous implementation kept many policies in a\nfew broad orchestration files, especially impact selection and graph\nbuilding, which made cache behavior, test recommendation rules, graph\nedge \n[…]\nation policy, graph edge semantics, and CLI execution can be\nverified directly. That should reduce accidental regressions while\npreserving the existing behavior expected by CLI users and integrations.",
          "is_bot": false,
          "headline": "Refactor impact analysis module boundaries (#27)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-07-01T09:53:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5f2f9e964cf3836446bf0511f685ed98aa9bccf",
          "body": "Bump package version to 0.3.0.",
          "is_bot": false,
          "headline": "chore: release v0.3.0",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-30T12:32:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3db7240caa1b6e19ad89350c568c7211b3054485",
          "body": "## What is this?\n\nThis PR adds framework-agnostic synthetic graph edges for file-based\nrouter containment. Projects can now declare containment relationships\nin config so route/layout files discovered through `source.roots` can\nparticipate in forward impact analysis even when the framework composes\n\n[…]\nPR\nlets Sniffler model those relationships without hard-coding framework\nadapters, keeps reverse impact conservative, and makes synthetic hops\nvisible so reviewers can explain why a test was selected.",
          "is_bot": false,
          "headline": "Support synthetic graph containment edges (#25)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-30T11:56:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c8d26e198075c404804d7d9f5bf5fcce44cb764",
          "body": "## What is this?\n\nThis PR replaces the test-map root object with a plain array of test\nentries and renames each entry's `targets` field to `dependsOn`. It\nkeeps existing repos working by auto-converting the legacy `{ \"tests\":\n[...] }` manifest the first time Sniffler reads it.\n\n## How does it work?\n\n[…]\nrojects keep working because the migration is automatic and\nin-place.\n- Merged branch stayed in the same throughput band after latest\n`origin/master` changes: shared-root 57.8 Hz, deep-branch 95.9 Hz.",
          "is_bot": false,
          "headline": "feat: migrate test map to array schema (#21)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-30T10:10:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "87d17113f875f4c6bfa718b567aec9051bbf1f0f",
          "body": "## What is this?\n\nThis PR adds explicit containment-based test selection for touched app\nroots. Sniffler can now mark a module as a subtree root via\n`tests.invalidateSubtreeWhenTouched`, so changes inside shared code can\nstill fan out through a designated root like `src/App.tsx` and select\ntests bel\n[…]\nected, including\nchanged file, invalidated root, reverse path, and forward containment\npath.\n- Benchmark on `tests/benchmark.bench.ts`: `shared-root` 67.3052 hz,\n`deep-branch` 94.5765 hz.\n\nCloses #22.",
          "is_bot": false,
          "headline": "Add forward containment traversal for touched roots (#24)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-30T09:59:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f38c31133b6ab4fb7c13d93f9606aba93e8d47c7",
          "body": "## What is this?\n\nThis PR extends the release workflow so tag pushes create a GitHub\nRelease after npm publication, with the release description populated\nfrom GitHub-generated release notes instead of a hand-written body.\n\n## How does it work?\n\nThe workflow now checks whether the package version is\n[…]\ne full release path in one workflow, keeps release notes\naligned with GitHub’s own generator, and makes the job recoverable if a\nprior run published the package but failed before creating the release.",
          "is_bot": false,
          "headline": "chore: create GitHub release with generated notes (#20)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-26T10:21:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e51283251a0788ca454a3fee7f7c0c4544f1ac57",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.2.0",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-26T09:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d201856eee2a569eee7c112d7de5829d731e6a4",
          "body": null,
          "is_bot": false,
          "headline": "test: remove version assertion",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-26T09:53:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "755b7c8b49bac62743ab3782de99c1e619a59330",
          "body": "## What is this?\n\nThis PR adds two configurable test selection rules for cases the\ndependency graph cannot express cleanly or would make test maps\nrepetitive.\n\n`tests.sharedTargets` lets projects declare source targets that apply to\nevery test entry, such as a global setup module.\n`tests.runAllWhenC\n[…]\n targets across every test-map entry. Lockfile-style changes\nget a cheap short-circuit path, while graph-visible global setup files\nstill benefit from normal dependency analysis and precise reasoning.",
          "is_bot": false,
          "headline": "feat: add test selection rules (#19)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-26T09:24:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "00019f881ad6494959fba92bd686b69ac4acc13c",
          "body": "## What is this?\n\nThis PR adds regression coverage for Sniffler's Git diff mode. The\nprevious tests covered base/head selection through a mocked diff\nprovider, but they did not prove that the default `git diff --name-only\n<base> <head>` path works in a real repository.\n\n## How does it work?\n\nThe new\n[…]\nkflows\ncontinue to work through the actual subprocess-backed Git path. It also\nguards against false positives by confirming that unrelated changed\nfiles are reported without selecting extra E2E tests.",
          "is_bot": false,
          "headline": "test: cover git diff mode (#14)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-24T08:02:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f4083624fefb681a1285413aeeddba1e53f4532e",
          "body": "## What is this?\n\nThis PR adds GitHub Actions automation for Sniffler so every pull\nrequest and `master` push gets the same basic quality gates, and\nreleases can be published to npm from a controlled workflow. Before\nthis, the repo had no checked-in GitHub workflows for test, typecheck,\nlint, or rel\n[…]\nlege GitHub permissions, pins external\nactions by commit, and relies on short-lived OIDC credentials, which\nreduces the risk from cache poisoning, leaked npm tokens, or mutable\nrelease infrastructure.",
          "is_bot": false,
          "headline": "chore: add GitHub Actions CI and release workflows (#13)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T20:07:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "12aac7a157593ab0911d65b426ad6b0876cf32c8",
          "body": "## What is this?\n\nThis PR reduces repeated import-resolution work when building Sniffler's\ndependency graph for projects that rely heavily on TSConfig path\naliases. Previously, the same alias imported from many files could\ntrigger the same path matching and filesystem candidate probes over and\nover \n[…]\ns. Large alias-heavy apps spend less\ntime resolving the same imports repeatedly, and the added\ndiagnostics/tests make the cache boundaries easier to reason about when\nfuture resolver behavior changes.",
          "is_bot": false,
          "headline": "fix: cache tsconfig path resolution (#12)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T19:52:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "46a05ba6df2012fddf01967c1bfd2680317d998c",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.1.0",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T13:29:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "505350c6c6e8fe155b9d4e21781f4739419f48ba",
          "body": "## What is this?\n\nThis PR makes Sniffler's test command ignore local benchmark checkouts.\nA cloned benchmark repo under `.benchmark-repos` should not become part\nof Sniffler's own Vitest suite.\n\n## How does it work?\n\nVitest test discovery is narrowed to `tests/**/*.test.ts`, and benchmark\ndiscovery \n[…]\nome stable even after running app-level benchmarks\nlocally. This keeps benchmark fixtures useful without letting their\ndependencies, tsconfig setup, or test files break Sniffler's own\nvalidation flow.",
          "is_bot": false,
          "headline": "test: isolate benchmark checkouts (#10)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T13:28:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7586888796fce8f4fbbb90b9379e97a97cc907da",
          "body": "## What is this?\n\nThis PR fixes Sniffler's CLI entrypoint when it is executed through\nnpm's `node_modules/.bin/sniffler` symlink. Installed packages should\nrun the same way as direct `node dist/cli.js` execution.\n\n## How does it work?\n\nThe CLI now resolves the real path of both the current module UR\n[…]\ns normally run Sniffler through package-manager-created\nbin links. Resolving symlinks prevents a silent no-op at startup and\nmakes the packaged CLI behave correctly in modern Node.js ESM\nenvironments.",
          "is_bot": false,
          "headline": "fix: run CLI through npm bin symlinks (#11)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T13:28:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f2324143c96fc89459659b54906c0b44c9ffdaf9",
          "body": "## What is this?\n\nThis PR prepares Sniffler's npm package metadata for publishing under\n`callstackincubator/sniffler`. It fills in the package identity fields\nthat npm and GitHub consumers use, while keeping Sniffler positioned as\na CLI-only package.\n\n## How does it work?\n\n`package.json` now include\n[…]\nul?\n\nReviewers and users get clearer package provenance before the first\npublish. Including `src` also makes the published artifact easier to\ninspect and debug without changing how the CLI is invoked.",
          "is_bot": false,
          "headline": "chore: add package publishing metadata (#9)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T13:27:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e4b243b3c04d87adeb355b5711f518174085ba5",
          "body": null,
          "is_bot": false,
          "headline": "chore: add LICENSE",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T11:46:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f60e5b3c4a7accd6667955f292b7ddfb49d6caf",
          "body": "## What is this?\n\nThis PR replaces Sniffler's custom collect-all filesystem walker with\n`fast-glob` so source and workspace discovery can use a proven traversal\nengine instead of recursively collecting every file before filtering. It\nalso adds explicit `source.includeNodeModules` configuration so pr\n[…]\n.discover` improved from `141.5 ms` to\n`42.3 ms`, and `impact.workspaces.discover` improved from `228.8 ms` to\n`12.4 ms`, with matching `sourceFiles` and `graphNodes` counts (`7528`)\nbefore and after.",
          "is_bot": false,
          "headline": "perf: speed up source discovery with fast-glob (#8)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T11:44:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cfd5412370fd1957f62da211cba79bc36e350932",
          "body": "## What is this?\n\nThis PR adds runtime platform-aware source resolution for React Native\nprojects. Sniffler can now run with `--platform android` or any platform\nstring so extensionless relative imports and TSConfig aliases resolve\nplatform-specific files before native and generic files.\n\n## How doe\n[…]\nithout changing config between platforms. Android, iOS,\nnative, and default runs no longer leak cached resolved edges into each\nother, which keeps impact results correct across platform-specific code.",
          "is_bot": false,
          "headline": "feat: add Metro-style platform resolution (#7)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-22T09:03:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "49aa4733a870ab1f25c4ac3794f1c340b9af6718",
          "body": "## What is this?\n\nThis PR adds warning details to Sniffler diagnostics dumps so issue\nreports include more than timing and metric counters. Diagnostics mode\nnow writes the scanner and resolver warnings that explain where analysis\ncould not statically understand a file or dependency.\n\n## How does it \n[…]\nxt that may explain incomplete\nimpact results. That makes resolution problems easier to reproduce and\navoids asking users for an additional CLI output capture just to\nunderstand what Sniffler skipped.",
          "is_bot": false,
          "headline": "feat: include warnings in diagnostics dumps (#6)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-19T16:55:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "904a1ca59903bae96330462d44a96232b16a154a",
          "body": "## What is this?\n\nThis PR improves Sniffler's cached impact analysis path for large\nrepositories. Warm runs can now reuse previously resolved graph edges\nfor unchanged files, opt into local diagnostics output, and choose how\ncached entries are considered stale through `cache.stale`.\n\n## How does it \n[…]\n show the win comes from `impact.sources.scan` dropping from\nroughly `632-672 ms` to about `89 ms`. The new diagnostics output also\nmakes future performance work easier to measure instead of guessing.",
          "is_bot": false,
          "headline": "perf: reuse cached resolved edges (#5)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-19T14:33:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "119869c3fa590635a14855322fe2b45172a6c1bd",
          "body": "## What is this?\n\nThis PR fixes several resolver edge cases that could produce graph edges\npointing at the wrong path or skip the intended source file in common\nTypeScript and JavaScript project layouts. It also adds regression\ncoverage for resolver orchestration, package export conditions,\nworkspac\n[…]\n point at scanned source files more\nconsistently, package exports avoid directory-only false positives, and\noverlapping TSConfig aliases behave predictably when broad and specific\npatterns both match.",
          "is_bot": false,
          "headline": "fix: tighten resolver edge cases (#4)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-19T07:06:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3d05f9d34c6e2f63c9ec88aed9e134a09b905dd9",
          "body": "Document Sniffler configuration defaults, properties, and setup flow. Add a short getting started config example to the README.",
          "is_bot": false,
          "headline": "docs: add config docs",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-18T17:23:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f2e87eb0949ca0cc889298e0bc47c7ec86bc090",
          "body": null,
          "is_bot": false,
          "headline": "docs: add logo",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-18T16:05:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0ae63a1ef475216ca846e3dec0ced0edc3bee00",
          "body": null,
          "is_bot": false,
          "headline": "docs: improve README.md",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-18T16:02:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a07a508d3368014ae63003c3cda704768b907fee",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove unneeded docs",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-18T15:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b35d718b119fdd4a5081d25d33a90a30400aa367",
          "body": "## What is this?\n\nThis PR improves Sniffler impact-selection performance and adds a\nreal-app benchmark harness against Expensify/App. The performance work\nkeeps scanner and graph behavior stable while reducing hot-path overhead\nand enabling scan reuse on repeated impact runs.\n\n## How does it work?\n\n\n[…]\n673.8 ms` | `2895.3 ms` |\n| `routes` | `3604.3 ms` | `2921.5 ms` |\n\nValidation run locally:\n\n```sh\npnpm test\npnpm lint\nnode scripts/benchmark-expensify-app.mjs --iterations 1 --warmup 0 --no-build\n```",
          "is_bot": false,
          "headline": "perf: improve impact selection throughput (#2)",
          "author_name": "Szymon Chmal",
          "author_login": "V3RON",
          "committed_at": "2026-06-18T14:44:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "56462ff94549daee67bed519be717d53a866cb3c",
          "body": "## What is this?\n\nThis PR moves Sniffler's CLI from hand-rolled parsing to `cac`. It\nchanges the CLI contract to use positional changed files or\n`--base`/`--head`, removes `--changed`, and adds explicit `--version`\nsupport.\n\n## How does it work?\n\nThis PR builds a fresh `cac` instance for each `runCl\n[…]\nHelp and version output are handled in one command parser instead of\ncustom branching.\n- The new contract matches the plan: positional files, clearer\nvalidation, and no `--changed` compatibility shim.",
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                "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": 0,
                "status": "missed",
                "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "packages": [
                "sniffler"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 3343
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,343 downloads/month across npm",
                "points": 47,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3343,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "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": {}
                  }
                ],
                "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": 61,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.98
            },
            "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
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 98% of commits",
                "points": 0.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 98
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "merged_prs": 22,
              "open_issues": 1,
              "closed_issues": 6,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.857,
              "closed_unmerged_prs": 1,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "86% of issues closed",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 86
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "22/23 decided PRs merged",
                "points": 28.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 22,
                      "decided": 23
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 405,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "callstackincubator",
              "public_repos": 45,
              "account_age_days": 2966
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "405 followers of callstackincubator",
                "points": 18.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 405,
                      "login": "callstackincubator"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "45 public repos, account ~8 yr old",
                "points": 24.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 45
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "sniffler"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 9
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 9 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 9
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "5 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "11 out of 20 merged PRs checked by a CI test -- score normalized to 5",
                "points": 10,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "11 out of 20 merged PRs checked by a CI test -- score normalized to 5",
                "points": 1.2,
                "status": "partial",
                "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 1/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:sniffler@0.5.0 runtime dependency closure — what installing the published package pulls in — 20 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:sniffler@0.5.0",
                  "assessed": 20
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 20,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "exceptional",
            "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": 20,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.735,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 162
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md (stub)",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  },
                  {
                    "code": "agent_instructions_stub",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "36 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 39.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 36,
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "tests/fixtures/tsconfig-paths/tsconfig.json",
                "tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tests/fixtures/tsconfig-paths/tsconfig.json, tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tests/fixtures/tsconfig-paths/tsconfig.json, tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 49",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 32290,
              "source_files_sampled": 117,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/117 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 117,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "cli",
        "library"
      ],
      "scores": {
        "cli": 6,
        "library": 6
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:cac",
          "weight": 4
        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:cli",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T21:09:17.355275Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/callstackincubator/sniffler.svg",
  "full_name": "callstackincubator/sniffler",
  "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 v2.5.0、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npm.