公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 13:03 UTC

burakdede / aisw

AISW | AI Switcher - Switch between multiple Claude Code, Codex CLI, Antigravity and Gemini CLI accounts in one command. Named profile manager for AI coding agents.

RustMIT★ 89 星标⑂ 6 复刻始于 2026年3月在 GitHub 上查看 ↗
#claude#codex#gemini#auth#profile#account#coding-agent#account-switching#ai-tools#claude-code#codex-cli#credential-manager#developer-tools#gemini-cli#multiple-accounts#profile-manager#rust#antigravity-cli

burakdede/aisw 的健康指数为 100 分中的 61 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（81/100），最低的是Security（38/100）。 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。

61
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。

61
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

Burak Dede个人账户
44 关注者17 个公开仓库始于 2010年5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
crates.ioaisw0.3.865129 天前account-switcherclaudeclicodexgeminicommand-line-utilities

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？

76良好 · 占总体的 22%

开发活跃度

66中等
评分方式
28.8/36推送新近度 — 最近一次推送于 9 天前
9.7/36提交节奏 — 52 周中有 14 周有提交
18/18提交量 — 最近一年 264 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year264
human_commit_share1
days_since_last_push9
active_weeks_last_year14

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 12 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 12.2 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_count12
latest_release_tagv0.3.8
releases_from_tags否
days_since_latest_release9
mean_days_between_releases12.2

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？

49存在风险 · 占总体的 18%

流行度与采用

37存在风险
评分方式
31.5/60星标 — 89 个星标
5.8/25复刻 — 6 个复刻
0/15关注者 — 1 位关注者
所用输入
forks6
stars89
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是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
has_pull_request_template是

生态采用（下载量）

30存在风险
评分方式
24.3/80月度下载量 — crates 合计每月 65 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
packagesaisw
dependents—
ecosystemscrates
total_downloads332
monthly_downloads65
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？

54中等 · 占总体的 24%

维护者韧性（巴士系数）

13危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
1.1/22.5提交分布 — 头号贡献者编写了 95% 的提交
2.7/13.5贡献者广度 — 2 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_sampled2
top_contributor_share0.951

议题与 PR 响应能力

65中等
评分方式
28.1/46.8议题解决 — 60% 的议题已关闭
37.1/38.3PR 接受 — 已裁定的 PR 中 31/32 已合并
0/15OpenSSF Scorecard：Code-Review — Found 1/28 approved changesets -- score normalized to 0
所用输入
merged_prs31
open_issues6
closed_issues9
issue_closed_ratio0.6
closed_unmerged_prs1

所有权与托管责任

54中等
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
11.9/25所有者影响力 — burakdede 有 44 位关注者
21.1/25既往记录 — 17 个公开仓库，账户约 16 年
所用输入
followers44
owner_typeUser
is_verified—
owner_loginburakdede
public_repos17
account_age_days5,918
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。

软件包维护

100优秀
评分方式
25/25已发布且可解析 — crates 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 — 12 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
packagesaisw
ecosystemscrates
any_deprecated否
min_days_since_publish9

工程质量

基础的工程与文档实践是否到位？

81良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 21 out of 21 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

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://aiswitcher.dev
10/10仓库描述
10/10主题标签 — 18 个主题标签
10/10Wiki
所用输入
topicsclaude, codex, gemini, auth, profile, account, coding-agent, account-switching, ai-tools, claude-code, codex-cli, credential-manager, developer-tools, gemini-cli, multiple-accounts, profile-manager, rust, antigravity-cli
has_wiki是
homepagehttps://aiswitcher.dev
has_readme是
has_docs_dir是
has_description是

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？

38存在风险 · 占总体的 16%

安全态势

38存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 21 out of 21 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 1/28 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
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
7.5/7.5Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 35 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.8

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。

60中等 · 占总体的 0%

AI 代理上下文与指引

55中等
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
15/15机器可读文档（llms.txt） — 存在 llms.txt
40/40可读的提交历史 — 100 次人类提交中有 76 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt是
legible_history_share0.76
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

56中等
评分方式
12.6/18一条命令的引导启动 — Cargo.toml（工具链约定，无任务运行器）
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — website/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
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilesCargo.lock, package-lock.json
has_dockerfile否
typed_language是
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configswebsite/tsconfig.json
agent_commit_share0
toolchain_manifestsCargo.toml
dependency_bot_commit_share0

面向模型的代码可读性

98优秀
评分方式
45/45可类型检查的代码 — Rust（静态类型）
52.6/55可控的文件大小 — 采样的 92 个源文件中有 4 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes107,096
source_files_sampled92
oversized_source_files4

机器可读接口

40存在风险
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — demos
所用输入
example_dirsdemos
has_mcp_signal否
api_schema_files—

关键数据

89GitHub 星标
2贡献者
264最近 12 个月提交数
9距最近推送天数
12发布版本数
1巴士系数（bus factor）
6开放议题
crates.io, 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
  • Could not fetch npm package 'aisw-docs-site' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 6 ⇿
0Star
6Fork
12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。

123456612026-032026-052026-07
主版本 0次版本 3修订 9
OpenSSF Scorecard 3.8 / 10
3.8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 · 2026-07-27 13:03 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests21 out of 21 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 1/28 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities35 existing vulnerabilities detected
直接依赖 21
注册表软件包版本约束清单文件
crates.ioclap4Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.iotoml0.8Cargo.toml
crates.iodirs5Cargo.toml
crates.iodialoguer0.11Cargo.toml
crates.ioconsole0.15Cargo.toml
crates.iochrono0.4Cargo.toml
crates.iowhich7Cargo.toml
crates.ioanyhow1Cargo.toml
crates.iofs20.4Cargo.toml
crates.iobase640.22Cargo.toml
crates.iolibc0.2Cargo.toml
crates.ioindicatif0.17Cargo.toml
crates.iocomfy-table7Cargo.toml
crates.iosemver1Cargo.toml
crates.iosha20.10Cargo.toml
npm@astrojs/sitemap^3.7.1website/package.json
npm@astrojs/starlight^0.38.2website/package.json
npmastro^6.0.1website/package.json
npmsharp^0.34.2website/package.json
全部依赖 未采集

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "claude",
        "codex",
        "gemini",
        "auth",
        "profile",
        "account",
        "coding-agent",
        "account-switching",
        "ai-tools",
        "claude-code",
        "codex-cli",
        "credential-manager",
        "developer-tools",
        "gemini-cli",
        "multiple-accounts",
        "profile-manager",
        "rust",
        "antigravity-cli"
      ],
      "is_fork": false,
      "size_kb": 11895,
      "has_wiki": true,
      "homepage": "https://aiswitcher.dev",
      "languages": {
        "CSS": 821,
        "Rust": 1416946,
        "Shell": 46238,
        "JavaScript": 56196,
        "TypeScript": 269
      },
      "pushed_at": "2026-07-17T23:17:24Z",
      "created_at": "2026-03-24T23:41:50Z",
      "owner_type": "User",
      "updated_at": "2026-07-27T11:55:17Z",
      "description": "AISW | AI Switcher - Switch between multiple Claude Code, Codex CLI, Antigravity and Gemini CLI accounts in one command. Named profile manager for AI coding agents.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust"
      ]
    },
    "owner": {
      "blog": "https://burakdede.com",
      "name": "Burak Dede",
      "type": "User",
      "login": "burakdede",
      "company": null,
      "location": null,
      "followers": 44,
      "avatar_url": "https://avatars.githubusercontent.com/u/276482?v=4",
      "created_at": "2010-05-14T10:39:43Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 5918
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.3.8",
          "kind": "patch",
          "published_at": "2026-07-17T23:21:15Z"
        },
        {
          "tag": "v0.3.7",
          "kind": "patch",
          "published_at": "2026-07-09T19:24:30Z"
        },
        {
          "tag": "v0.3.6",
          "kind": "patch",
          "published_at": "2026-06-11T21:51:00Z"
        },
        {
          "tag": "v0.3.5",
          "kind": "patch",
          "published_at": "2026-05-27T21:49:45Z"
        },
        {
          "tag": "v0.3.4",
          "kind": "patch",
          "published_at": "2026-05-14T23:00:52Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2026-04-24T01:10:25Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-04-01T22:07:36Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-03-31T11:42:40Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-03-31T10:06:12Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-03-30T12:55:52Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-03-26T15:06:17Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-03-26T14:40:59Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "e79ccbb0394b3d55c2b475f00cc11807c88e97c4",
          "body": "* Audit auth reliability across supported CLIs\n\n* Fix Windows path assertions in auth tests\n\n* Harden cross-platform auth and detection tests",
          "is_bot": false,
          "headline": "Audit auth reliability across supported CLIs (#46)",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-07-17T19:24:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fd166f5ec4aa28533792a0a8d53860293274912",
          "body": "* Claude: support auth-topology aware OAuth switching\n\n* Tests: stabilize auth suite after rebase\n\n* Antigravity: add shared-live OAuth profile support\n\n* Strengthen Antigravity coverage across command flows\n\n* Add Antigravity lifecycle and maintenance coverage\n\n* Fix Claude OAuth fallback and snapshot restore\n\n* Cover Antigravity add command branches\n\n* Refresh branding and tighten README onboarding\n\n* Fix Antigravity add test deadlock",
          "is_bot": false,
          "headline": "Add first-class Antigravity CLI profile support (#45)",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-07-17T14:13:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "327d92821f2c7fea26d116a33bc6c21bd9e0267c",
          "body": "…ed, block legacy shared-keychain isolation (#43)\n\n* Claude: support auth-topology aware OAuth switching\n\n* Tests: stabilize auth suite after rebase\n\n* Tests: align Claude OAuth expectations with scoped login\n\n* Tests: drop temporary serialized harness override\n\n* Tests: format Claude backend-aware assertion\n\n* Claude: follow runtime auth source during OAuth capture\n\n* Fix Claude coverage regressions",
          "is_bot": false,
          "headline": "Claude: support durable isolated OAuth only when auth is profile-scop…",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-07-16T21:34:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b8b918490dbcf349a628d2d0051061f153f4b95",
          "body": "Dispatches aiswitcher-dev's deploy-pages.yml workflow via the GitHub API\nwhenever docs/** changes on main, so the website rebuilds with fresh\ncontent automatically instead of requiring a manual redeploy.",
          "is_bot": false,
          "headline": "Add workflow to notify aiswitcher-dev on docs changes",
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          "body": "live_keychain_payload was stripping every key except claudeAiOauth before\nwriting to the OS Keychain, silently dropping MCP OAuth tokens on every\nprofile switch. The Keychain should hold the full credentials.json payload\njust as the file backend does.\n\nRemove live_keychain_payload, write the full st\n[…]\no the Keychain\nin apply_live_credentials, and simplify live_credentials_match to compare\nfull JSON values. Update the existing test to assert mcpOAuth is preserved\nand add a dedicated round-trip test.",
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          "headline": "Add filtering and sorting flags to list/status/backup list",
          "author_name": "Burak Dede",
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          "headline": "test: relax windows codex live-file assertion to behavior",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "body": null,
          "is_bot": false,
          "headline": "test: force USERPROFILE precedence in windows harness",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "headline": "test: sandbox windows home env in integration harness",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "is_bot": false,
          "headline": "test: make fake keyring path-safe on windows",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-20T01:13:32Z",
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          "headline": "test: gate platform-specific flakes and stabilize add runtime state",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "is_bot": false,
          "headline": "ci: fix test lock poisoning and stabilize coverage gate",
          "author_name": "Burak Dede",
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          "is_bot": false,
          "headline": "ci: fix homebrew workflow gating and secret checks",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "is_bot": false,
          "headline": "ci: fix windows test compile and stabilize coverage/homebrew gates",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "body": null,
          "is_bot": false,
          "headline": "test: expand command edge-mode matrix coverage",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T23:01:04Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "test: expand opt-in real credential-store canary auth coverage",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T22:59:29Z",
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          "is_bot": false,
          "headline": "test: add Windows secure-backend parity integration coverage",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T22:56:59Z",
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          "body": null,
          "is_bot": false,
          "headline": "test: add JSON output contract coverage for list/status/backup",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T22:52:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "test: add command contract matrix across auth backends",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T22:52:31Z",
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        },
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          "oid": "c0c89b4d1ebdf38694654307ce18782a19435a23",
          "body": null,
          "is_bot": false,
          "headline": "test: add native Windows integration smoke coverage",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-19T22:51:20Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "ci: enforce branch and critical-path coverage gates",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "headline": "test: add opt-in real credential-store canary",
          "author_name": "Burak Dede",
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        },
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          "headline": "test: enforce acceptance-matrix reference integrity",
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          "headline": "test: backfill codex secure-backend coverage",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "headline": "Run native Windows unit tests in CI",
          "author_name": "Burak Dede",
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          "headline": "Harden test env isolation for local config safety",
          "author_name": "Burak Dede",
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        {
          "oid": "b4905f54d6eb35b9c6f9b5e6851a288051e79f51",
          "body": "* add --from-live flag to aisw add\n\nCaptures whatever credentials the tool currently has in its live config\nand stores them as a new aisw-managed profile without launching any login\nflow. This is the recovery path when a native tool login (claude login,\ncodex login, gemini login) already succeeded b\n[…]\next\n\n* unify gemini live import detection and precedence\n\n* make from-live overwrite non-destructive\n\n* serialize add tests that mutate env\n\n---------\n\nCo-authored-by: Burak Dede <burak@burakdede.com>",
          "is_bot": false,
          "headline": "add --from-live flag to aisw add (#7)",
          "author_name": "Julio de Alba",
          "author_login": "JulioJair",
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          "body": "* test(add): serialize env-var mutation in from-env tests\n\n* test(add): fix env lock deadlock in CI",
          "is_bot": false,
          "headline": "test(add): stabilize from-env env-var tests (#11)",
          "author_name": "Burak Dede",
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          "headline": "docs: add terminal workflow GIF demo to README (#10)",
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          "body": "docs: overhaul docs and website content",
          "is_bot": false,
          "headline": "Merge pull request #9 from burakdede/chore/homebrew-release-automation",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
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          "headline": "Merge origin/main into chore/homebrew-release-automation",
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          "body": "…uidance",
          "is_bot": false,
          "headline": "docs: overhaul docs and website content for concise developer-first g…",
          "author_name": "Burak Dede",
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          "headline": "release: automate Homebrew tap updates on published releases (#8)",
          "author_name": "Burak Dede",
          "author_login": "burakdede",
          "committed_at": "2026-04-18T15:02:52Z",
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          "headline": "test(ci): run windows compatibility as build-only",
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          "headline": "add issue and PR templates",
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                "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": "at_risk",
            "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": 30,
            "inputs": {
              "packages": [
                "aisw"
              ],
              "dependents": null,
              "ecosystems": "crates",
              "total_downloads": 332,
              "monthly_downloads": 65
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "65 downloads/month across crates",
                "points": 24.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 65,
                      "ecosystems": "crates"
                    }
                  }
                ],
                "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": 54,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.951
            },
            "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 95% of commits",
                "points": 1.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 95
                    }
                  }
                ],
                "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 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "merged_prs": 31,
              "open_issues": 6,
              "closed_issues": 9,
              "issue_closed_ratio": 0.6,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "60% of issues closed",
                "points": 28.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 60
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "31/32 decided PRs merged",
                "points": 37.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 31,
                      "decided": 32
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 44,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "burakdede",
              "public_repos": 17,
              "account_age_days": 5918
            },
            "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": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "44 followers of burakdede",
                "points": 11.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 44,
                      "login": "burakdede"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~16 yr old",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 17
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "aisw"
              ],
              "ecosystems": "crates",
              "any_deprecated": false,
              "min_days_since_publish": 9
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on crates",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "crates"
                    }
                  }
                ],
                "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": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "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": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "21 out of 21 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": [
                "claude",
                "codex",
                "gemini",
                "auth",
                "profile",
                "account",
                "coding-agent",
                "account-switching",
                "ai-tools",
                "claude-code",
                "codex-cli",
                "credential-manager",
                "developer-tools",
                "gemini-cli",
                "multiple-accounts",
                "profile-manager",
                "rust",
                "antigravity-cli"
              ],
              "has_wiki": true,
              "homepage": "https://aiswitcher.dev",
              "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://aiswitcher.dev",
                "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": "18 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 38,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.8
            },
            "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": "21 out of 21 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 1/28 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": "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": "30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "35 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "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": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.76,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "76 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 76,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
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}

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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 — crates.io.