公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 05:04 UTC

futurastudio / ai-spend-agent

Your AI bill in one view — npx aibill. Local-first CLI that reads the Claude Code/Codex logs on your machine: real usage by project, plan value multiple, dead context, paste-ready fixes. Weekly artifacts coming: limits, wrapped, context health, secrets. Nothing leaves your laptop.

TypeScript · JavaScriptMIT★ 0 星标⑂ 0 复刻始于 2026年6月在 GitHub 上查看 ↗
#ai#anthropic#claude-code#cli#codex#cost-optimization#cursor#developer-tools#finops#github-copilot#llm#mcp#openai

futurastudio/ai-spend-agent 的健康指数为 100 分中的 55 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（81/100），最低的是Community & Adoption（35/100）。 最近一次更新在 5 天前。 近期的大部分工作由 1 位贡献者完成。

55
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。

55
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

futurastudio个人账户
0 关注者3 个公开仓库始于 2025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
npmai-spend-agent0.5.43,120195 天前aispendcostfinopsopenaianthropicclaude-codecodexcopilotcursorllmtokenbillingclimcpclaude-code-skillsdead-context
npm@agent-finops/core0.5.43,494195 天前—
npmaibill0.5.41,44695 天前aispendcostfinopsclaude-codecodexcli
npm@agent-finops/report0.5.43,218195 天前—

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

69中等 · 占总体的 22%

开发活跃度

56中等
评分方式
36/36推送新近度 — 最近一次推送于 5 天前
3.5/36提交节奏 — 52 周中有 5 周有提交
16.2/18提交量 — 最近一年 62 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_year62
human_commit_share1
days_since_last_push5
active_weeks_last_year5

发布纪律

88优秀
评分方式
16.2/27有发布版本 — 18 个版本标签（无 GitHub 发布版本）
36/36发布时效 — 最近一次发布版本于 6 天前
27/27发布节奏 — 约每 1.6 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count18
latest_release_tagv0.5.4
releases_from_tags是
days_since_latest_release6
mean_days_between_releases1.6
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？

35存在风险 · 占总体的 18%

流行度与采用

1危急
评分方式
0/60星标 — 0 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

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

生态采用（下载量）

68中等
评分方式
54/80月度下载量 — npm 合计每月 11,278 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
packagesai-spend-agent, @agent-finops/core, aibill, @agent-finops/report
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads11,278
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？

46存在风险 · 占总体的 24%

维护者韧性（巴士系数）

10危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1

议题与 PR 响应能力

72良好
评分方式
0/46.8议题解决 — 没有议题或无数据
38.2/38.3PR 接受 — 已裁定的 PR 中 25/25 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/15 approved changesets -- score normalized to 0
所用输入
merged_prs25
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs0
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。

所有权与托管责任

21危急
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
0/25所有者影响力 — futurastudio 有 0 位关注者
6.7/25既往记录 — 3 个公开仓库，账户约 1 年
所用输入
followers0
owner_typeUser
is_verified—
owner_loginfuturastudio
public_repos3
account_age_days429
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 — npm 上有 4 个软件包
35/35发布时效 — 最近一次发布于 5 天前
20/20版本历史 — 19 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
packagesai-spend-agent, @agent-finops/core, aibill, @agent-finops/report
ecosystemsnpm
any_deprecated否
min_days_since_publish5

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 — 1 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 — 15 out of 15 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://ai-spend-agent.vercel.app
10/10仓库描述
10/10主题标签 — 13 个主题标签
10/10Wiki
所用输入
topicsai, anthropic, claude-code, cli, codex, cost-optimization, cursor, developer-tools, finops, github-copilot, llm, mcp, openai
has_wiki是
homepagehttps://ai-spend-agent.vercel.app
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？

40存在风险 · 占总体的 16%

安全态势

25危急
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 — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/15 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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2.5
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。

依赖安全公告

100优秀
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_packages13
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:ai-spend-agent@0.5.4 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 13 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？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。

58中等 · 占总体的 0%

AI 代理上下文与指引

40存在风险
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 62 次人类提交中有 62 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

55中等
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 — apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 62 次提交中有 31 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
2/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json
has_dockerfile否
typed_language是
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configsapps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json
agent_commit_share0.5
toolchain_manifests—
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 — TypeScript（静态类型）
53.2/55可控的文件大小 — 采样的 61 个源文件中有 2 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes86,100
source_files_sampled61
oversized_source_files2

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — samples
所用输入
example_dirssamples
has_mcp_signal是
api_schema_files—

关键数据

0GitHub 星标
1贡献者
62最近 12 个月提交数
5距最近推送天数
18发布版本数
1巴士系数（bus factor）
0开放议题
npm软件包生态系统数

数据采集警告

  • Could not fetch npm package '@agent-finops/mcp' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

OpenSSF Scorecard 2.5 / 10
2.5综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-26 05:04 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/15 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
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities10 existing vulnerabilities detected
直接依赖 15
注册表软件包版本约束清单文件
npmzod^4.1.0package.json
npmnext16.3.0-preview.3apps/web/package.json
npmreact18.3.1apps/web/package.json
npmreact-dom18.3.1apps/web/package.json
npmai-spend-agent0.5.4packages/aibill/package.json
npm@agent-finops/core0.5.4packages/cli/package.json
npm@agent-finops/report0.5.4packages/cli/package.json
npmyocto-spinner^1.2.0packages/cli/package.json
npmzod^4.1.0packages/core/package.json
npm@agent-finops/core0.5.4packages/mcp/package.json
npm@modelcontextprotocol/sdk^1.29.0packages/mcp/package.json
npmzod^4.1.0packages/mcp/package.json
npm@agent-finops/core0.5.4packages/report/package.json
npmcli-table3^0.6.5packages/report/package.json
npmpicocolors^1.1.1packages/report/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

依赖安全公告 0

安装 npm:ai-spend-agent@0.5.4 会引入 13 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
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          "is_bot": false,
          "headline": "Merge pull request #26 from futurastudio/feat/terminal-report-design",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T05:04:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "542f6f9053d51206ff07b52e1bb8194e0bed4e76",
          "body": "Terminal window chrome, value-multiple hero, stat cards, gradient bars,\ndead-context chips; sections = the loop (WHAT HAPPENED / WHY / FIX /\nVERIFY). Own CSS, ~10KB, agency CSS no longer shared.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(report): terminal-native shareable report design (0.5.4)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T05:02:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0d504a35d11f21486beb835f59b9451dee7ee45",
          "body": "0.5.3: watch state-poisoning fix + command-sequence invariant suite",
          "is_bot": false,
          "headline": "Merge pull request #25 from futurastudio/fix/watch-integrity-0.5.3",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T04:42:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6eeae5ab866b22a1f6cc51fc3c4da8dc22822e98",
          "body": "… sequence invariant suite (0.5.3)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(watch): state-poisoning — persist TRUE data mode; compact cycles;…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T04:41:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a6bf1f8160362c4597304b81784e2539ea936d65",
          "body": "Landing: show the weekly-artifact roadmap + concrete waitlist promise",
          "is_bot": false,
          "headline": "Merge pull request #24 from futurastudio/feat/landing-roadmap",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T04:33:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6e157993f7fa0208d4bb1e5f9ecf8ca44d23487",
          "body": "… promise\n\n- 'What's next' grid: aibill limits / wrapped / context / secrets, one per\n  week, free in the CLI, local-only\n- Beta CTA now says what the waitlist is FOR: history forever, alerts while\n  the laptop is off, living share URL, multi-machine, team rollups\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(landing): weekly-artifact roadmap section + concrete hosted-tier…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T04:32:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "20c76f57580b796edc16788e13e5442c22afe222",
          "body": "0.5.2: model prices for Gemini, DeepSeek, Kimi, Grok — honest coverage docs",
          "is_bot": false,
          "headline": "Merge pull request #22 from futurastudio/feat/model-coverage-0.5.2",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T03:32:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9c7ab55d81c37feb68d08a614de03a23482b317",
          "body": "… docs (0.5.2)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(pricing): Gemini/DeepSeek/Kimi/Grok list prices; honest coverage…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-20T03:29:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ef5d87ca0305cdf30651e683315ef37249fb83ad",
          "body": "feat(web): liquid-glass redesign with fluid-interface animations",
          "is_bot": false,
          "headline": "Merge pull request #21 from futurastudio/feat/liquid-glass-landing",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T04:12:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dec4fdbe496f97f67ac4886b958d5a7edf613c0f",
          "body": "Applies Apple fluid-interface principles (emilkowalski/skills apple-design):\n- Glass material ladder (.glass/.glass-heavy/.glass-well) — translucent\n  layers with backdrop blur+saturate, 1px specular top edge; material\n  weight encodes hierarchy (nav heaviest, inputs recessed)\n- Ambient aurora field\n[…]\ndown (active scale), hover lift on cards\n- prefers-reduced-motion: cross-fades only, no drift/elasticity\n- Display tracking tightened (-0.025em)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web): liquid-glass redesign with fluid-interface animations",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T04:11:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3031d505165d42ddb3ddd7e2f4645f42b54c06c6",
          "body": "….5.1\n\n0.5.1: apply-prompt hardening — owning projects + prohibitive approval gate",
          "is_bot": false,
          "headline": "Merge pull request #20 from futurastudio/fix/apply-prompt-hardening-0…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T02:24:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c254c8260280427f88ef79a6796ce108b71b26a7",
          "body": "…e (0.5.1)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(apply): owning projects per MCP server + prohibitive approval gat…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T02:13:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c1b683aef0929eeb8f71672a4680a886c86b9546",
          "body": "chore(web): regenerate hero demo from 0.5.0 CLI (final pre-launch refresh)",
          "is_bot": false,
          "headline": "Merge pull request #19 from futurastudio/chore/regen-demo-0.5.0",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T01:41:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2d468d416e8bf7200f65d67fa045813be60ada8",
          "body": "…resh)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(web): regenerate hero demo from 0.5.0 CLI (final pre-launch ref…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-10T01:38:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "632c1ea7bb8cb3e2334a02e5ee2192d4dee648f6",
          "body": "0.5.0: the HTML report is now actually shareable",
          "is_bot": false,
          "headline": "Merge pull request #18 from futurastudio/feat/shareable-report-0.5.0",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-06T00:48:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb678808838124d5c2ab6b3cac8f2dec8c78363c",
          "body": "44KB agency board pack -> ~23KB share-first page built from the readout's\nown engines: value multiple hero, TL;DR, by-project/model, named dead\ncontext, deduplicated cut list, plan check, npx aibill footer. Agency\nreport kept for connected/mapped data; regression test bars agency\nframing from the shareable report.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(report): compact shareable HTML report for local-log users (0.5.0)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-06T00:45:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "26242398545ea0b41bc9fc98c2bd1c284b676d3b",
          "body": "0.4.4: one freshness rule — artifact can never disagree with the readout",
          "is_bot": false,
          "headline": "Merge pull request #17 from futurastudio/fix/fresh-artifact-0.4.4",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:37:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68359286d0e5df8f2a10a234688ec9a4bfd5b859",
          "body": "… plural fix (0.4.4)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(consistency): report/apply re-read logs fresh; aibill everywhere;…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:36:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f260eb8683c829ece7747f2deb0c9c2e638787e4",
          "body": "0.4.3: TL;DR opener — decide in five lines whether to read sixty",
          "is_bot": false,
          "headline": "Merge pull request #16 from futurastudio/fix/tldr-digest-0.4.3",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:25:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84c95c7dcaaf31ee17221898da79e2baf4d1026e",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(readout): TL;DR opener + plan-check line wrapping (0.4.3)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:22:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e569dd44bdeecac696a8018b93ed4ca0fd28a616",
          "body": "….4.2\n\n0.4.2: apply artifact rebuilt from the readout's own engines",
          "is_bot": false,
          "headline": "Merge pull request #15 from futurastudio/fix/apply-artifact-rewrite-0…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:08:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6933194a5d1212f4b507f154c7c792b8e4e14a7",
          "body": "…xt items (0.4.2)\n\nThe old artifact came from the agency workflow engine: generic advice a\ncoding agent can't act on, unmapped-client noise, numbers conflicting with\nthe readout. Now: named MCP removals with config paths and commands,\nheavy-context guidance, config-only constraints, per-removal rollback,\nnpx aibill verify. Agency artifact kept for attributed data.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(apply): local-log artifact built from cut list + named dead-conte…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T23:06:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4026971b09f54072c425356832fb573dbd2968b6",
          "body": "0.4.1: npx aibill (npm blocked aispend/aireceipt as typosquats)",
          "is_bot": false,
          "headline": "Merge pull request #14 from futurastudio/fix/aibill-alias-0.4.1",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T22:48:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3a8d6236ea2a64840d132b8edf7640380a9ba52",
          "body": "…t (0.4.1)\n\nai-spend and ai-receipt exist on the registry (not ours); npm refuses\nunscoped near-matches. aibill + ai-bill are both free. Readout/README updated\nso no printed command points at an unpublished package.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(brand): npx aibill — npm similarity rule blocked aispend/aireceip…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T22:46:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b4281b1c42f8b3c594ed5317392a71d623077b9c",
          "body": "0.4.0: npx aispend / npx aireceipt aliases + apply command",
          "is_bot": false,
          "headline": "Merge pull request #13 from futurastudio/feat/aliases-0.4.0",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T22:43:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d105961b88abd78825f19e35a79a268c77f00af",
          "body": "- aispend (promoted, speakable) and aireceipt (brand) alias packages: 4-line\n  wrappers over the exported runMain — one CLI, several names\n- apply = short form of apply-artifact; readout APPLY step is npx aispend apply\n- CI smoke-tests both alias bins\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(brand): npx aispend + npx aireceipt aliases, apply command (0.4.0)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-05T22:37:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4aaf2d5a814f7855a1d01981c7c0105d6696d697",
          "body": "0.3.0: subscription-first readout for the launch audience",
          "is_bot": false,
          "headline": "Merge pull request #12 from futurastudio/feat/subscription-first-0.3.0",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-04T14:55:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d28a4040e42b92fcb51ef72036a2ac2498b19131",
          "body": "…-default table, hard limit evidence (0.3.0)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(persona): subscription-first readout — value-led header, project…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-04T14:51:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b46f5e8495acbe479ebac64a3e8e7c5c797be9c5",
          "body": "0.2.2: focused drill-downs, inline apply-artifact prompt",
          "is_bot": false,
          "headline": "Merge pull request #11 from futurastudio/fix/drilldown-artifacts-0.2.2",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-04T14:43:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab0174f8b39d0f8c70bbaa5af1a77109b69e855b",
          "body": "…t open hints (0.2.2)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ux): focused --group-by view, inline apply-artifact prompt, repor…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-04T14:38:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "76c6587be6af535e55bb26f9790887b4bdb53b5e",
          "body": "0.2.1: complete the apply/verify loop for quickstart users",
          "is_bot": false,
          "headline": "Merge pull request #10 from futurastudio/fix/loop-completion-0.2.1",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T04:14:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b00187167d28016b5ac420da16ace5656c4351",
          "body": "…$1 cuts; (home) project label (0.2.1)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(loop): report/apply-artifact work after quickstart; collapse sub-…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T04:07:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b0b61ec73649647956d9d6899f650e698c15dfe9",
          "body": "0.2.0: local plan detection — the tool knows who it's talking to",
          "is_bot": false,
          "headline": "Merge pull request #9 from futurastudio/feat/plan-detection-0.2.0",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T01:10:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b69a421b20c79f2c6d87e5b4840f52bcdf4777a",
          "body": "- core planDetection: Claude Max/Pro tier + ChatGPT plan read from the agents'\n  own local config (whitelisted fields only, tokens never read, no network)\n- plan check speaks in facts (detected plan, real value multiple) and warns\n  when usage runs past the detected tier (trim first, upgrade second)\n[…]\ncaveat\n  keys off detection; unknown tiers named honestly without invented prices\n- --plan <id> explicit override; doctor reports detected plans\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(plan-detection): the tool knows who it's talking to (0.2.0)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T01:05:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cf2c32494df62f69284c23f859ed226443a12e8d",
          "body": "chore(web): regenerate demo recording from 0.1.5 CLI output",
          "is_bot": false,
          "headline": "Merge pull request #8 from futurastudio/chore/regen-demo-0.1.5",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:27:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc80c3c604c0e47c3eab2e9d780ac5ce28161ffc",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(web): regenerate demo recording from 0.1.5 CLI output",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:26:29Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7366dcf6f76cfdd5c1185e09f40076f778b55b25",
          "body": "fix(web): don't lose signups when waitlist table lacks source_ref",
          "is_bot": false,
          "headline": "Merge pull request #7 from futurastudio/fix/waitlist-source-ref-fallback",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:19:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed833e4a2796861837149b9e9de23e0f4073aa69",
          "body": "The production Supabase table predates the attribution column, so every\ninsert 400'd (PGRST204) and the API returned 503. Retry the insert\nwithout source_ref and log the ALTER statement to run — a signup with\nlost attribution beats a lost signup.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(web): don't lose signups when waitlist table lacks source_ref",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:14:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f30cc246c7f2489d85ce8db5cf2572fe3918b15c",
          "body": "….1.5\n\n0.1.5: npx-safe commands, plan value multiple, honest flat-plan framing",
          "is_bot": false,
          "headline": "Merge pull request #6 from futurastudio/fix/npx-paths-value-framing-0…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "227f01ca28e7134f624d99f7d8f9a222f156baa3",
          "body": "Landing: real terminal demo video, hero copy, waitlist hardening",
          "is_bot": false,
          "headline": "Merge pull request #5 from futurastudio/feat/launch-landing-demo",
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          "headline": "fix(readout): npx-prefixed commands, plan value multiple, honest flat…",
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          "body": "- Hero demo is now a real terminal recording (webm/mp4 + poster),\n  regenerated from the actual CLI by scripts/record-demo.sh so it can\n  never drift from the product. Removes the hand-coded TerminalDemo\n  mockup (it had already drifted: non-deduplicated savings figure).\n- Hero subheadline leads wit\n[…]\nction, masked email in\n  server logs.\n- README: animated demo gif up top; AI Receipt SVG moved next to the\n  report-card feature it illustrates.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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              {
                "key": "watchers",
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                "status": "missed",
                "details": [
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          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
              "has_issue_template": false,
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              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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                "key": "license",
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                "points": 22.5,
                "status": "met",
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                    "code": "license_spdx",
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                "key": "pr_template",
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            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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            "components": [
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              {
                "key": "registry_dependents",
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        "weight": 0.24,
        "metrics": [
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            "notes": [
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                "status": "excluded",
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "Found 0/15 approved changesets -- score normalized to 0",
                "points": 0,
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          },
          {
            "key": "stewardship",
            "band": "critical",
            "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": 21,
            "inputs": {
              "followers": 0,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "futurastudio",
              "public_repos": 3,
              "account_age_days": 429
            },
            "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": "0 followers of futurastudio",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "futurastudio"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~1 yr old",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ai-spend-agent",
                "@agent-finops/core",
                "aibill",
                "@agent-finops/report"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "4 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 4,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "19 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "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": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "15 out of 15 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": [
                "ai",
                "anthropic",
                "claude-code",
                "cli",
                "codex",
                "cost-optimization",
                "cursor",
                "developer-tools",
                "finops",
                "github-copilot",
                "llm",
                "mcp",
                "openai"
              ],
              "has_wiki": true,
              "homepage": "https://ai-spend-agent.vercel.app",
              "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://ai-spend-agent.vercel.app",
                "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": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 25,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.5
            },
            "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": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/15 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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "10 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:ai-spend-agent@0.5.4 runtime dependency closure — what installing the published package pulls in — 13 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:ai-spend-agent@0.5.4",
                  "assessed": 13
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 13,
              "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": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 13,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "62 of 62 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 62,
                      "sampled": 62
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "apps/web/tsconfig.json",
                "packages/cli/tsconfig.json",
                "packages/core/tsconfig.json",
                "packages/mcp/tsconfig.json",
                "packages/report/tsconfig.json",
                "tsconfig.json"
              ],
              "agent_commit_share": 0.5,
              "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": "apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/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": "31 of the last 62 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 31,
                      "sampled": 62
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 86100,
              "source_files_sampled": 61,
              "oversized_source_files": 2
            },
            "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": "2/61 source files over 60KB",
                "points": 53.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 61,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
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  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T05:04:57.520943Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/futurastudio/ai-spend-agent.svg",
  "full_name": "futurastudio/ai-spend-agent",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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 — npm.