公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 01:58 UTC

Brandcode-Studio / brandsystem-mcp

Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .brand runtime through MCP.

TypeScriptMIT★ 9 星标⑂ 0 复刻始于 2026年3月在 GitHub 上查看 ↗

Brandcode-Studio/brandsystem-mcp 的健康指数为 100 分中的 67 分,处于「中等」区间。 其得分最高的类别是Vitality(83/100),最低的是Community & Adoption(46/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

67
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。

67
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

1 关注者2 个公开仓库始于 2026年4月

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

软件包生态系统

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
7.6/36提交节奏 — 52 周中有 11 周有提交
18/18提交量 — 最近一年 274 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year274
human_commit_share0.94
days_since_last_push0
active_weeks_last_year11

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 62 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 0.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count62
latest_release_tagv0.16.1
releases_from_tags
days_since_latest_release2
mean_days_between_releases0.2
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?

46存在风险 · 占总体的 18%
评分方式
14.6/60星标 — 9 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
stars9
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
47.8/80月度下载量 — npm 合计每月 3,822 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
packages@brandsystem/mcp
dependents
ecosystemsnpm
total_downloads
monthly_downloads3,822
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?

51中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5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
6/10OpenSSF Scorecard:Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
29.2/46.8议题解决 — 62% 的议题已关闭
37.5/38.3PR 接受 — 已裁定的 PR 中 51/52 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/24 approved changesets -- score normalized to 0
所用输入
merged_prs51
open_issues3
closed_issues5
issue_closed_ratio0.625
closed_unmerged_prs1
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
2.2/25所有者影响力 — Brandcode-Studio 有 1 位关注者
4/25既往记录 — 2 个公开仓库,账户约 0 年
所用输入
followers1
owner_typeOrganization
is_verified
owner_loginBrandcode-Studio
public_repos2
account_age_days93
评分方式
25/25已发布且可解析 — npm 上有 1 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 63 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
packages@brandsystem/mcp
ecosystemsnpm
any_deprecated
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位?

77良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 5 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 — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://www.brandcode.studio/
10/10仓库描述
10/10主题标签 — 11 个主题标签
0/10Wiki
所用输入
topicsai-agents, brand-governance, brand-guidelines, brand-identity, brand-voice, claude, codex, cursor, design-tokens, mcp, model-context-protocol
has_wiki
homepagehttps://www.brandcode.studio/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

79良好 · 占总体的 16%

安全态势

74良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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 0/24 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.4
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories4
affected_packages3
assessed_packages276
unassessed_packages0
affected_by_severityhigh 1, moderate 1, low 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 276 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

72良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
26.7/40可读的提交历史 — 94 次人类提交中有 47 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.5
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes9,497
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 — tsconfig.json
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 33 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 6 次为自动依赖更新
10/10OpenSSF Scorecard:Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configstsconfig.json
agent_commit_share0.33
toolchain_manifests
dependency_bot_commit_share0.06
评分方式
45/45可类型检查的代码 — TypeScript(静态类型)
54.5/55可控的文件大小 — 采样的 219 个源文件中有 2 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes77,811
source_files_sampled219
oversized_source_files2
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

9GitHub 星标
1贡献者
274最近 12 个月提交数
0距最近推送天数
62发布版本数
1巴士系数(bus factor)
3开放议题
npm软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index npm:@brandsystem/mcp@0.16.1; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 7.4 / 10
7.4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 · 2026-07-23 01:58 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 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 0/24 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
直接依赖 9
注册表软件包版本约束清单文件
npm@modelcontextprotocol/sdk^1.27.0package.json
npm@upstash/redis^1.38.0package.json
npm@vercel/functions^3.7.5package.json
npmcheerio^1.0.0package.json
npmcss-tree^3.1.0package.json
npmpdfjs-dist^6.1.200package.json
npmpuppeteer-core^25.3.0package.json
npmyaml^2.9.0package.json
npmzod^3.25.0package.json
全部依赖 276

来自 GitHub 依赖图的完整解析依赖集合:10 个直接依赖与 266 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
npm@modelcontextprotocol/sdk1.29.0直接
npm@upstash/redis1.38.0直接
npm@vercel/functions3.7.5直接
npmcheerio1.2.0直接
npmcss-tree3.2.1直接
npmpdfjs-dist6.1.200直接
npmpuppeteer-core25.3.0直接
npmyaml2.9.0直接
npmzod3.25.76直接
npmzod4.1.11直接
npm@emnapi/core1.11.1间接
npm@emnapi/runtime1.11.1间接
npm@emnapi/wasi-threads1.2.2间接
npm@hono/node-server1.19.13间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@napi-rs/canvas1.0.2间接
npm@napi-rs/canvas-android-arm641.0.2间接
npm@napi-rs/canvas-darwin-arm641.0.2间接
npm@napi-rs/canvas-darwin-x641.0.2间接
npm@napi-rs/canvas-linux-arm-gnueabihf1.0.2间接
npm@napi-rs/canvas-linux-arm64-gnu1.0.2间接
npm@napi-rs/canvas-linux-arm64-musl1.0.2间接
npm@napi-rs/canvas-linux-riscv64-gnu1.0.2间接
npm@napi-rs/canvas-linux-x64-gnu1.0.2间接
npm@napi-rs/canvas-linux-x64-musl1.0.2间接
npm@napi-rs/canvas-win32-arm64-msvc1.0.2间接
npm@napi-rs/canvas-win32-x64-msvc1.0.2间接
npm@napi-rs/wasm-runtime1.1.6间接
npm@oxc-project/types0.139.0间接
npm@pdf-lib/standard-fonts1.0.0间接
npm@pdf-lib/upng1.0.1间接
npm@puppeteer/browsers3.0.6间接
npm@rolldown/binding-android-arm641.1.5间接
npm@rolldown/binding-darwin-arm641.1.5间接
npm@rolldown/binding-darwin-x641.1.5间接
npm@rolldown/binding-freebsd-x641.1.5间接
npm@rolldown/binding-linux-arm-gnueabihf1.1.5间接
npm@rolldown/binding-linux-arm64-gnu1.1.5间接
npm@rolldown/binding-linux-arm64-musl1.1.5间接
npm@rolldown/binding-linux-ppc64-gnu1.1.5间接
npm@rolldown/binding-linux-s390x-gnu1.1.5间接
npm@rolldown/binding-linux-x64-gnu1.1.5间接
npm@rolldown/binding-linux-x64-musl1.1.5间接
npm@rolldown/binding-openharmony-arm641.1.5间接
npm@rolldown/binding-wasm32-wasi1.1.5间接
npm@rolldown/binding-win32-arm64-msvc1.1.5间接
npm@rolldown/binding-win32-x64-msvc1.1.5间接
npm@rolldown/pluginutils1.0.1间接
npm@standard-schema/spec1.1.0间接
npm@tybys/wasm-util0.10.3间接
npm@types/chai5.2.3间接
npm@types/css-tree2.3.11间接
npm@types/deep-eql4.0.2间接
npm@types/estree1.0.9间接
npm@types/node22.19.17间接
npm@typescript/typescript-aix-ppc647.0.2间接
npm@typescript/typescript-darwin-arm647.0.2间接
npm@typescript/typescript-darwin-x647.0.2间接
npm@typescript/typescript-freebsd-arm647.0.2间接
npm@typescript/typescript-freebsd-x647.0.2间接
npm@typescript/typescript-linux-arm7.0.2间接
npm@typescript/typescript-linux-arm647.0.2间接
npm@typescript/typescript-linux-loong647.0.2间接
npm@typescript/typescript-linux-mips64el7.0.2间接
npm@typescript/typescript-linux-ppc647.0.2间接
npm@typescript/typescript-linux-riscv647.0.2间接
npm@typescript/typescript-linux-s390x7.0.2间接
npm@typescript/typescript-linux-x647.0.2间接
npm@typescript/typescript-netbsd-arm647.0.2间接
npm@typescript/typescript-netbsd-x647.0.2间接
npm@typescript/typescript-openbsd-arm647.0.2间接
npm@typescript/typescript-openbsd-x647.0.2间接
npm@typescript/typescript-sunos-x647.0.2间接
npm@typescript/typescript-win32-arm647.0.2间接
npm@typescript/typescript-win32-x647.0.2间接
npm@vercel/cli-config0.2.0间接
npm@vercel/cli-exec1.0.0间接
npm@vercel/oidc3.8.0间接
npm@vitest/expect4.1.10间接
npm@vitest/mocker4.1.10间接
npm@vitest/pretty-format4.1.10间接
npm@vitest/runner4.1.10间接
npm@vitest/snapshot4.1.10间接
npm@vitest/spy4.1.10间接
npm@vitest/utils4.1.10间接
npmaccepts2.0.0间接
npmajv8.18.0间接
npmajv-formats3.0.1间接
npmansi-regex6.2.2间接
npmansi-styles6.2.3间接
npmassertion-error2.0.1间接
npmbody-parser2.2.2间接
npmboolbase1.0.0间接
npmbytes3.1.2间接
npmcall-bind-apply-helpers1.0.2间接
npmcall-bound1.0.4间接
npmchai6.2.2间接
npmcheerio-select2.1.0间接
npmchromium-bidi16.0.1间接
npmcliui9.0.1间接
npmcontent-disposition1.0.1间接
npmcontent-type1.0.5间接
npmconvert-source-map2.0.0间接
npmcookie0.7.2间接
npmcookie-signature1.2.2间接
npmcors2.8.6间接
npmcross-spawn7.0.6间接
npmcss-select5.2.2间接
npmcss-what6.2.2间接
npmdebug4.4.3间接
npmdepd2.0.0间接
npmdetect-libc2.1.2间接
npmdevtools-protocol0.0.1638949间接
npmdom-serializer2.0.0间接
npmdomelementtype2.3.0间接
npmdomhandler5.0.3间接
npmdomutils3.2.2间接
npmdunder-proto1.0.1间接
npmee-first1.1.1间接
npmemoji-regex10.6.0间接
npmencodeurl2.0.0间接
npmencoding-sniffer0.2.1间接
npmentities4.5.0间接
npmentities6.0.1间接
npmentities7.0.1间接
npmes-define-property1.0.1间接
npmes-errors1.3.0间接
npmes-module-lexer2.3.1间接
npmes-object-atoms1.1.2间接
npmescalade3.2.0间接
npmescape-html1.0.3间接
npmestree-walker3.0.3间接
npmetag1.8.1间接
npmeventsource3.0.7间接
npmeventsource-parser3.0.6间接
npmexeca5.1.1间接
npmexpect-type1.3.0间接
npmexpress5.2.1间接
npmexpress-rate-limit8.5.1间接
npmfast-deep-equal3.1.3间接
npmfast-uri3.1.2间接
npmfdir6.5.0间接
npmfinalhandler2.1.1间接
npmforwarded0.2.0间接
npmfresh2.0.0间接
npmfsevents2.3.3间接
npmfunction-bind1.1.2间接
npmget-caller-file2.0.5间接
npmget-east-asian-width1.6.0间接
npmget-intrinsic1.3.0间接
npmget-proto1.0.1间接
npmget-stream6.0.1间接
npmgopd1.2.0间接
npmhas-symbols1.1.0间接
npmhasown2.0.4间接
npmhono4.12.27间接
npmhtmlparser210.1.0间接
npmhttp-errors2.0.1间接
npmhuman-signals2.1.0间接
npmiconv-lite0.6.3间接
npmiconv-lite0.7.2间接
npminherits2.0.4间接
npmip-address10.2.0间接
npmipaddr.js1.9.1间接
npmis-promise4.0.0间接
npmis-stream2.0.1间接
npmisexe2.0.0间接
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依赖安全公告 3

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 276 个包,其中也包含从不交付的开发与测试版本固定:3 个存在已知公告,0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
fast-uri3.1.2间接24.1.1
@hono/node-server1.19.13间接12.0.5
body-parser2.2.2间接12.3.0

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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          "body": "… (#52)\n\n- homepage + websiteUrl -> https://www.brandcode.studio/mcp (the landing\n  page now staged in the UCS repo; docs/mcp-landing-page.md records the\n  context, fact-check checklist, and deploy coupling — the page must be\n  live before the next release ships this metadata)\n- Release invariant au\n[…]\ntion: fence-only\n  reply + supporting-sentence <p> element (Codex 0.14.3 qualification)\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point canonical URLs at /mcp landing page; automate release invariant…",
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          "committed_at": "2026-07-18T18:59:01Z",
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          "oid": "91bdbe29f50645dea85adf7a29f8bc7b35d1c9e9",
          "body": "- Ships the fixed-point SVG comment sanitizer (PR #50) to npm — it\n  merged after the v0.14.2 tag, so installed packages lacked it\n- Preflight WARN from unresolved vars no longer says \"All checks pass\"\n- Blog task enforces exactly 3 sentences (min+max); CTA task requires\n  the headline/button/style \n[…]\ntruction requests\n  (must_match arrays + min_sentences in the harness)\n\nTests: 988/988.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.3: installed-package closure + truthfulness fixes (#51)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T18:30:34Z",
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          "oid": "011cc677e91499c93c837a6dea34ef799c6095cc",
          "body": "Single-pass regex removal can leave a reassembled <!-- from interleaved\nfragments. Looping until stable closes the\njs/incomplete-multi-character-sanitization class properly instead of\ndismissing the alert on judgment.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Loop SVG comment removal to a fixed point (CodeQL alert 3) (#50)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T16:45:14Z",
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          "oid": "84e758fa18ac12379e62e044b671ced30809f31d",
          "body": "Security:\n- sanitizeSvg strips external url() references (local #fragments only)\n  — hostile logos can no longer beacon from brand-report.html\n- Restrictive CSP on generated reports (default-src 'none')\n\nThe five 0.14.1 adjacent edges, actually closed:\n- Publish gate keys on the open clarification, \n[…]\napabilities\nsection; two CodeQL false positives formally dismissed.\n\nTests: 986 -> 988.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.2: adjacent-edge closures, SVG beacon fix, report CSP (#49)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T16:28:57Z",
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          "oid": "2465ed4bfba224656ca3f74acfc4c2ad4dcafe4e",
          "body": "Routing 18/19 (one stochastic prose-reply miss), FP invocation 0/7,\nsecond-agent 2/5 under the stricter structural+completion definition.\nReceipt records tree: clean at commit ced7e5e — reproducible from\npublished source for the first time, superseding the dirty-tree\n0.13.4 receipt.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish first clean-tree reproducible benchmark receipt (v0.14.1) (#48)",
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          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T06:02:53Z",
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          "oid": "ced7e5e6c85cccc48a7af430bd1287d2de38596e",
          "body": "…uth (#47)\n\nCodex 0.13.4 review repairs (all verified against source):\n\n- brand_check_compliance: pass_with_advisories + publish_ready:false\n  while color governance is unresolved — never \"safe to publish\"\n- colorTokenKey(): central sanitized deterministic keys (slug + hex\n  suffix) for runtime + DT\n[…]\nrd_kind excludes test records from the holdout count\n  (real count: 4)\n\nTests: 986/986.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.1: publish-gate honesty, token taint closure, receipt tr…",
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          "committed_at": "2026-07-18T05:59:08Z",
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          "oid": "1b3eab6e682f91c760bfed3dbebb81a7eac0d875",
          "body": "…(#46)\n\n* Release 0.14.0: theme-aware colors, preflight truth, hardening, TS 7\n\n- (role, theme) color merge key end-to-end (#35 gap 1, option a):\n  optional theme on ColorEntry, explicit-signal extraction tagging,\n  colors_dark runtime lane, dark DTCG group, both lanes in the check\n  palette; dual-t\n[…]\ning comment and #45.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.14.0: theme-aware colors, preflight truth, hardening, TS 7 …",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T05:46:47Z",
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        {
          "oid": "95d398900308f8c391d460bc4b5920f278adbbf4",
          "body": "Fixes from the first real second-agent field run (#41, #42):\n\n- clarify-primary: uncertain primaries (achromatic crowned over\n  chromatic candidates, low confidence, or missing) generate a stable\n  high-priority clarification in BOTH brand_compile and brand_start\n  auto (shared lib/primary-uncertain\n[…]\ned to dogfood (4 entries, source colovore)\n\nCloses #41. Closes #42.\n\nTests: 902 -> 922.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.4: Colovore field-report fixes (#44)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-18T00:14:24Z",
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          "oid": "a2736601877db7702691e5b07bb2b16651475cc0",
          "body": "Repairs from Codex review (all findings verified against source):\n\n- Honest job completion: output contract + brand_check + compliance +\n  rules_checked > 0; missing inputs -> incomplete, zero rules ->\n  unscored. Corrected second-agent result published: 20% (1/5), down\n  from the 5/5 that counted e\n[…]\n: Codex shipped 0.13.1/0.13.2 Cline onboarding in\nparallel; npm already serves 0.13.2.)\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.3: benchmark truth + taint closure (#40)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T23:01:16Z",
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          "oid": "afd05741d0859f1c1013b09ae89d1fd25e92c9d7",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Delegate Cline setup to its native installer (#39)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:44:16Z",
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          "oid": "1d0b5dcc1b06b6b9e0f5d3afb5b25a90fa7622e6",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add Cline-native MCP onboarding (#38)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:30:54Z",
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          "oid": "5ee85b68a944a910d210eaad9119a7e6ae554061",
          "body": "…majors (#37)\n\nTask-completion evidence (0.13 lane).\n\n- Second-agent benchmark: fresh model + brand_context only -> real\n  brand_check/compliance scoring; first live run 5/5 PASS, 0 flags,\n  144/325 tokens per artifact\n- First live negative-routing run: 0% false-positive invocation (0/7)\n- #35 extra\n[…]\n 6;\n  TS 7 typechecks clean, parked for standalone 0.14 PR (PR #18)\n\nTests: 859 -> 896.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.13.0: second-agent benchmark, extraction fixes, dependency …",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T22:22:24Z",
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          "oid": "515518771ec6ac5a670a15e8efb8538f18b22b5a",
          "body": "Bumps [pdfjs-dist](https://github.com/mozilla/pdf.js) from 5.6.205 to 6.1.200.\n- [Release notes](https://github.com/mozilla/pdf.js/releases)\n- [Commits](https://github.com/mozilla/pdf.js/compare/v5.6.205...v6.1.200)\n\n---\nupdated-dependencies:\n- dependency-name: pdfjs-dist\n  dependency-version: 6.1.2\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pdfjs-dist from 5.6.205 to 6.1.200 (#19)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:04:21Z",
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        {
          "oid": "3608e755a989d4d1b95d9e5834010beb9132c006",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6.5.0 to 7.0.0.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/249970729cb0ef3589644e2896645e5dc5ba9c38...820762786026740c76f36085b0efc47a31fe5020)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-node from 6.5.0 to 7.0.0 (#15)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:02:07Z",
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        {
          "oid": "9bdad4b8fbf7083574f54e20ce6737818b77c43c",
          "body": "Bumps [puppeteer-core](https://github.com/puppeteer/puppeteer) from 24.40.0 to 25.3.0.\n- [Release notes](https://github.com/puppeteer/puppeteer/releases)\n- [Changelog](https://github.com/puppeteer/puppeteer/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/puppeteer/puppeteer/compare/puppeteer-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump puppeteer-core from 24.40.0 to 25.3.0 (#17)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T22:01:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5df88115b785ad7a468e015fd11401b3b954d2fa",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6.0.3 to 7.0.0 (#16)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T21:59:32Z",
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        {
          "oid": "588be3abeeacab93881dc98decf929985acc1bea",
          "body": "Bumps [vitest](https://github.com/vitest-dev/vitest/tree/HEAD/packages/vitest) from 3.2.6 to 4.1.10.\n- [Release notes](https://github.com/vitest-dev/vitest/releases)\n- [Changelog](https://github.com/vitest-dev/vitest/blob/main/docs/releases.md)\n- [Commits](https://github.com/vitest-dev/vitest/commit\n[…]\nrect:development\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "bump vitest from 3.2.6 to 4.1.10 (#20)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T21:58:23Z",
          "body_truncated": true,
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        {
          "oid": "8754f6ddb5bf09a7b6e9c79fee76523aa2e0bfc9",
          "body": "…ion corpus (#36)\n\nEvidence release (0.12 lane of the roadmap). No tool-surface changes.\n\n- Holdout evaluation protocol: dev/holdout split, canonical\n  serialization, public SHA-256 + distribution commitments in\n  eval/HOLDOUT-COMMITMENTS.md before testing; harness accepts\n  BRANDSYSTEM_EVAL_HOLDOUT\n[…]\nown\n  migration investigation)\n\nTests: 783 -> 859. Deterministic eval: 29/29 incl. e2e.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.12.0: holdout protocol, negative routing, e2e jobs, extract…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T21:15:02Z",
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          "is_coding_agent": true
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          "oid": "b5e2619f5f2d4a3d3df31f66962fb89d03940484",
          "body": "Bumps [yaml](https://github.com/eemeli/yaml) from 2.8.3 to 2.9.0.\n- [Release notes](https://github.com/eemeli/yaml/releases)\n- [Commits](https://github.com/eemeli/yaml/compare/v2.8.3...v2.9.0)\n\n---\nupdated-dependencies:\n- dependency-name: yaml\n  dependency-version: 2.9.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "bump yaml from 2.8.3 to 2.9.0 (#21)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T20:57:02Z",
          "body_truncated": false,
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        {
          "oid": "2735a6a60c31b88fb2ccc55a5a5855a740a368ff",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Enforce MCP Registry description limit (#34)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:42:42Z",
          "body_truncated": false,
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        {
          "oid": "2fa82ddfa4722169beeffa83c2b23b3f2cc568bc",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Release version 0.11.2 (#33)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:38:24Z",
          "body_truncated": false,
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        {
          "oid": "9134caa60c36e71fd7493fcf396dfcd1578d2b3c",
          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Improve agent onboarding and MCP discoverability (#32)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:35:43Z",
          "body_truncated": false,
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        {
          "oid": "cdeace884ea365ade9932b7a69d15305e2604b20",
          "body": "Patch packaging the eval-driven improvements already on main:\n\n- Compliance parser font-family fix (#26, PR #27)\n- Adoption-prompt routing description pass (#28, PR #30) —\n  first-tool selection 66.7% -> 100% on the dev fixtures\n- eval/RESULTS.md scope note: the 12-prompt score is a development\n  se\n[…]\ntests, 23/23 deterministic eval, release metadata\nOK, package-boundary allowlist green.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.11.1: parser fix, adoption routing, dev-set reframe (#31)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T09:11:45Z",
          "body_truncated": true,
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        },
        {
          "oid": "ef9e5457039cb22f771d092d8d3384a8f437606b",
          "body": "Closes #28. Description-only change, measured against the unchanged\neval fixtures with claude-haiku-4-5:\n\n- brand_start leads with adoption triggers (existing guidelines, PDF\n  guide, Figma library) + NOT-for boundaries (runtime reading, team\n  sharing)\n- brand_context claims 'write this in our voic\n[…]\n23. Intermediate regression\ndocumented in eval/RESULTS.md — description edits interact.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Route adoption prompts to brand_start via description pass (#30)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T08:43:30Z",
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        {
          "oid": "d1cb61770882f49602f67c17b4674f766cb1f6fa",
          "body": "Deterministic tier 23/23 PASS (compliance accuracy 12/12, all budget\ngates green). Model-dependent first-tool selection 66.7% (8/12) with\nclaude-haiku-4-5: the consumption loop routes perfectly, the adoption\nprompts under-route to brand_start — tracked as issue #28 for a\ndescription pass measured against the same fixtures.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish first evaluation results (0.11.0, 2026-07-17) (#29)",
          "author_name": "zk-xyz",
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          "committed_at": "2026-07-17T03:58:03Z",
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          "oid": "9632091ac5efa463e87b636e1d03ea29d32714a3",
          "body": "extractFontFamilies used [^;}\"]+ which does not stop at newlines, so a\nfont-family declaration ending an inline style attribute (no trailing\nsemicolon) bled into the next joined chunk and produced a phantom\nnon-brand font, failing CRT-FONT on fully on-brand content. Exclude\nnewlines in both brand-ch\n[…]\nst, and restore the eval fixture that had been worked\naround with a trailing semicolon.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix font-family regex bleeding across joined CSS chunks (#27)",
          "author_name": "zk-xyz",
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          "committed_at": "2026-07-17T03:45:05Z",
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          "oid": "30a17f37445ef31cb774f6939d9e48033e4135bd",
          "body": "…#25)\n\nReliable agent interoperability (0.11 lane of the hardening roadmap).\n\n- structuredContent on every response with declared envelope\n  outputSchema at the registration choke point; brand_context ships\n  the first stabilized per-tool schema\n- Token budgets enforced by failing tests; brand_statu\n[…]\n deterministic run: 23/23\n  PASS, compliance accuracy 12/12\n\nTests: 740 -> 746 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.11.0: structured outputs, token budgets, agent eval suite (…",
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          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T02:17:16Z",
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          "oid": "3fa83253db8042995388b7b58d3bbb127e6fc8ee",
          "body": "…, CLI (#24)\n\nAgent-first product surface (0.10 lane of the hardening roadmap).\n\n- Core tool profile by default (12 tools — the complete adopt → context\n  → create → check loop); full authoring surface via BRANDSYSTEM_PROFILE\n  or --profile=full; tests pin core exactly and prove full is a strict\n  s\n[…]\ne schema_version emitted alongside deprecated version alias\n\nTests: 681 -> 740 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.10.0: Core profile, brand_context, promotion gate, adoption…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T01:35:57Z",
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          "body": "Co-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Automate MCP Registry publishing (#23)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-17T00:58:11Z",
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        },
        {
          "oid": "6998c6d6b2744a8844c95f3015e679f49972234c",
          "body": "…ainment (#22)\n\nSecurity and distribution-integrity release (0.9.6 lane of the hardening\nroadmap). No tool-surface changes.\n\n- Slim npm tarball to the Build MCP: exclude dist/hosted/** and the\n  undeclared bin/brandcode-mcp.mjs (521 -> 425 files); add allowlist\n  package-contents test so boundary vi\n[…]\nional, and is escaped or\n  sanitized in every rendered sink\n\nTests: 661 -> 681 passing.\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release 0.9.6: package boundary, credential hardening, injection cont…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T23:56:53Z",
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          "oid": "2f205ee93b23255e58e92e5f5c448f9ffcc52e5b",
          "body": "…ot (#14)\n\nPublic-surface and repository trust work from the security/agentic\nhardening roadmap (NOW bucket):\n\n- Scrub internal ops/legal notes from README and llms.txt; replace with\n  concise public hosted-availability statement and Security sections\n- Distinguish the three compatibility claims (lo\n[…]\nned-runtime response runbook\n- Add reconciled security & agentic hardening roadmap plan\n\nCo-authored-by: zk-xyz <zk-xyz@users.noreply.github.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Land trust baseline: docs scrub, workflow hardening, CodeQL, Dependab…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T23:34:38Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Clarify public security policy",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T19:28:01Z",
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          "oid": "f8328556277bdb969f4df182f3d57e56ff53043d",
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          "is_bot": false,
          "headline": "Use npm trusted publishing",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T19:11:37Z",
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          "oid": "ed0d3f3aec6082261c8d6f1dcd6346aec01be977",
          "body": "Release @brandsystem/mcp 0.9.5 — governed runtime, Taste, telemetry, and security hardening",
          "is_bot": false,
          "headline": "Merge pull request #13 from Brandcode-Studio/feat/hosted-mcp-hardening",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:19:45Z",
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          "is_bot": false,
          "headline": "Release brandsystem MCP 0.9.5",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:18:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "5cfa6bee5f80566e717ac4c23a479e9102939cdc",
          "body": null,
          "is_bot": false,
          "headline": "Bound pinned fetch response streams",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T15:06:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "eebc0691af3e0292f82757ada052743f96dc58ca",
          "body": null,
          "is_bot": false,
          "headline": "Reject encoded runtime asset traversal",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T11:26:17Z",
          "body_truncated": false,
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        },
        {
          "oid": "c09699ae93a6f646832b87fc3ae03b705ac9d6fd",
          "body": null,
          "is_bot": false,
          "headline": "Consume governed runtime asset delivery",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T10:49:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "6c7e1851e73722409305518fad0222d008c69057",
          "body": null,
          "is_bot": false,
          "headline": "Adopt UCS runtime contract V1",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T09:45:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "f81dcceee92ddaa8ed6fe59e1079eb1db4a3fb5b",
          "body": null,
          "is_bot": false,
          "headline": "Return trusted hosted asset delivery URLs",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-16T01:10:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "eb90e536335df9b8084eff09ee36e42e9fe86c8d",
          "body": null,
          "is_bot": false,
          "headline": "Harden browser extraction network boundary",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T22:44:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "68c940abf6b073a560b1af67a09e8dfdac4299a8",
          "body": null,
          "is_bot": false,
          "headline": "Return scoped Taste guidance from brand checks",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T15:51:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "0dc43954211511e7b5c5eb7095d7eab54d1ddd9a",
          "body": null,
          "is_bot": false,
          "headline": "Guide external agents through Taste review",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T15:37:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0074348c38816e87df2725a0524bb9469d47816",
          "body": null,
          "is_bot": false,
          "headline": "Feed reviewed Taste Memory into hosted runtime",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-15T04:07:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "458e37972038c0097c1518cbfc0591f090ff543f",
          "body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: document hosted hardening pass in CHANGELOG",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-12T00:16:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "562dd4e14caf841041cfed1021143ce0b18839ee",
          "body": "… classification\n\n- Register the fire-and-forget UCS telemetry POST with Vercel's waitUntil()\n  so a Fluid Compute isolate freeze can't silently drop it before it lands\n- Construct the per-request McpServer/transport inside router.ts's try block\n  so a future incompatible tool registration degrades \n[…]\nupstream-error set, mirror\n  the CLAUDE.md tool-count fix into AGENTS.md, and add regression tests for\n  the two registration-time throw guards\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hosted): close code-review gaps in telemetry delivery and outcome…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-02T19:27:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "32c15a5e203c12648258aac426fde375532423dc",
          "body": "…st perf\n\nThree parallel review agents (reuse, quality, efficiency) reviewed the\n1f75b0f..HEAD diff. Applied 8 fixes; skipped 7 with recorded reasoning\n(see PR/commit history for the full breakdown).\n\nReuse:\n- Extract src/hosted/ucs-history-post.ts: telemetry.ts and\n  feedback-fetcher.ts independent\n[…]\ntion (both reviewers\nthemselves flagged as not worth fixing); the pre-existing unreachable\n\"stub\" outcome value (predates this diff).\n\nVerified: build clean, lint clean, full suite 622/622 (44 files).",
          "is_bot": false,
          "headline": "refactor(hosted): simplify pass on U1-U5 diff — reuse, robustness, te…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-02T19:05:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "010f566610efdae8009bd64ede44031a1c00d44e",
          "body": "brand_feedback and brand_history's own response payloads still said\n\"general hosted AgentRun telemetry POST remains deferred\" -- true\nbefore the U1 telemetry commit (bba37b5), stale after it. Flip the\nclaim to match reality: general_post_active/write_active: true,\nstatus: \"active\", with detail text describing what actually happens\nnow.",
          "is_bot": false,
          "headline": "fix(hosted): update stale telemetry-deferred claims after U1",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:15:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "41b1f3f4ab6e8b5576aa6136b06e85ae3221a911",
          "body": "… test (U4)\n\nTwo related fixes for cross-repo/in-repo contract drift, the root cause\nbehind at least two named historical bugs (G-5g, G-5h -- see\nCHANGELOG.md) and a repeating \"Repair ___\" commit pattern in this\nrepo's history.\n\n1. src/hosted/registrations.ts's HOSTED_TOOL_ORDER and\n   scripts/hoste\n[…]\nctly the class of UCS shape\ndrift that caused G-5h) silently drops the extracted primary color\ninstead of erroring -- this is now a standing, asserted, named test\nrather than an unverified assumption.",
          "is_bot": false,
          "headline": "test(contracts): dedupe tool-order array + add real UCS-shape fixture…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:13:28Z",
          "body_truncated": true,
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        },
        {
          "oid": "e3c3764b9ee7ddd20c25e8078cbfd83a7ef8e4e5",
          "body": "…nt, session taxonomy (U5)\n\nThree fixes for the local Build MCP's tool-surface coherence, previously\nflagged by Glama as the one lingering gap (\"Tool Count 2/5\"):\n\n1. CLAUDE.md's tool-count line was stale (\"34 files, 36 tools\").\n   Actual: 41 files, 43 registered tools (brand-feedback.ts registers 3\n[…]\n\nKnown tradeoff: brand_status's response size grows further past the\nexisting soft 5K advisory (console.error only; hard cap is 50K) --\naccepted since the taxonomy's value outweighs the size increase.",
          "is_bot": false,
          "headline": "feat(local): tool-surface coherence pass -- doc drift, description li…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:11:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bba37b500b0b2310f1a3507ec870e1588b331658",
          "body": "emitAgentRunRecord() was a no-op. Implements it mirroring\nfeedback-fetcher.ts's proven POST pattern to UCS's\n/agent/history sink exactly (same envelope, auth, timeout).\n\nSingle choke point (KTD1): wrapServerWithTelemetry() monkey-patches\nserver.tool on the McpServer instance inside createHostedServe\n[…]\nthis unit's file scope):\nbrand_feedback and brand_history's own response payloads still contain\na literal telemetry.general_post_active/write_active: false field,\nwhich is now stale given this change.",
          "is_bot": false,
          "headline": "feat(hosted): wire real AgentRun telemetry via server.tool wrapper (U1)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:09:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "33ab40eeb5fee504ca3402cce7c02d462ddb6988",
          "body": "HOSTED_TOOL_ORDER.length alone doesn't guard the hosted trust posture --\na second server.tool() call added to an existing file grows capability\nwhile the manifest length stays the same. The local (non-hosted) surface\nalready has this exact shape: brand-feedback.ts registers three tool\nnames from one\n[…]\n() call added to\nstatus.ts was caught by lock (2) while HOSTED_TOOL_ORDER's own length\ncheck (1) stayed green -- confirming (2) is the one actually closing\nthe gap this test exists for, not (1) alone.",
          "is_bot": false,
          "headline": "test(hosted): lock tool surface by capability, not name-count (U2)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:03:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ca70b838f1ce849c0f726377ba838f205c600e8",
          "body": "scripts/hosted-mcp-smoke.mjs was a complete, well-built end-to-end proof\nharness for the hosted Brandcode MCP but was only ever run by hand. Adds\na workflow_dispatch + daily-scheduled workflow running it against staging.\n\nDeliberately not wired into ci.yml or as a pull_request trigger — it hits\na li\n[…]\ned PRs.\n\nRequires repo secrets to actually run: BRANDCODE_MCP_SMOKE_URL,\nBRANDCODE_MCP_SMOKE_FULL_KEY (required), plus optional\nBRANDCODE_MCP_SMOKE_READ_KEY / _ASSET_ID / _SKIP_FEEDBACK / _TIMEOUT_MS.",
          "is_bot": false,
          "headline": "feat(hosted): wire smoke script into scheduled CI (U3)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-07-01T20:03:10Z",
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        },
        {
          "oid": "1f75b0f44c6c4dd8f07622b3b73e2c074f5ededd",
          "body": null,
          "is_bot": false,
          "headline": "Guard hosted MCP production auth fallback",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-27T18:31:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68fb4c15fcdfd0afb8584588d8a737c75caa7bac",
          "body": "The hosted auth boundary previously had only the local env-seeded validator\n(BRANDCODE_MCP_TEST_KEYS). Add buildUcsValidator, which POSTs the bearer key to\nthe UCS /api/brandcode-mcp/keys/validate endpoint with the hosted service token\nas the caller credential and maps {valid, keyId, environment, sc\n[…]\natch, malformed\npayload; plus authorizeRequest falls through to UCS and still 403s on slug\nmismatch). Full suite 553 green, build + lint clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Wire hosted MCP auth to UCS key registry (buildUcsValidator)",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-27T00:36:00Z",
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        },
        {
          "oid": "436bf3d8799c867a44d300f1ec665b6357aec0be",
          "body": "… (Tier 2 #5, MCP side; paired UCS surface addition). Closes telemetry-attribution gap. Build/lint/544 tests green.",
          "is_bot": false,
          "headline": "Tag hosted MCP runs with mcp-hosted surface; drop provider=mcp filter…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T01:20:39Z",
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        },
        {
          "oid": "b2d31a1b86a0f3730e2a388678c4f9fdddc44ea2",
          "body": "…-only; build/lint/audit/544 tests green)",
          "is_bot": false,
          "headline": "Fix npm audit: qs DoS, vitest UI RCE, ws DoS (npm audit fix, lockfile…",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T00:50:54Z",
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        },
        {
          "oid": "2f477858cab6530534bd315d365add126d79f2a2",
          "body": "Tier 1 of the two-MCP alignment review. UCS's hosted brand product moved\npast what the hosted tools consumed; this closes three gaps, all MCP-side\n(no UCS changes required — it already ships the data).\n\nbrand_search now ranks UCS's compiled knowledge corpus instead of an ad-hoc\nkeyword scan. The pul\n[…]\n hosted tests\n(corpus ranking, mode scoping, citation redaction, runtime voice/strategy\npopulation, and the no-governance/no-corpus fallbacks).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Align hosted MCP with UCS: corpus-backed search + runtime voice/strategy",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-26T00:44:40Z",
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        {
          "oid": "62d33a65e4b3b765d07ee2b691c22cd2152bdb1c",
          "body": null,
          "is_bot": false,
          "headline": "Relocate taste capture to hosted MCP runtime",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T18:45:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "d39261ceefa30504aa210e76caf3dfbedc994e8f",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Changelog: capture_taste + run_research_recipe inbound tools",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T10:18:15Z",
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          "is_coding_agent": true
        },
        {
          "oid": "3d506571318276d69b6565d96c58e7718a86c81b",
          "body": "Two inbound write-back tools that land edge judgments in a connected\nBrandcode brand's review queue via the UCS TI-35 routes:\n\n- capture_taste: attribute-level taste judgment (candidate_ref + verdict\n  + required attribute_reason) → POST /runtime/taste-capture\n- run_research_recipe: gathered finding\n[…]\nnd\nQUEUE candidates for human review — never promoting canon. Shared\nresolve+auth in brand-capture-context.ts. 8 tests, tsc clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add capture_taste + run_research_recipe inbound tools",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-06-13T10:16:19Z",
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          "oid": "df6d042ee1ca7403403d55e8118a644c3c3bbed6",
          "body": null,
          "is_bot": false,
          "headline": "Repair Brandcode MCP production route env readiness",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T17:38:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "7304c0f0fc15758271fbe25b1287dd01e33d0868",
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          "is_bot": false,
          "headline": "Operationalize Brandcode MCP sprint roadmap",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T17:18:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "d0e06b357396014481d39b6233f7c179bee594eb",
          "body": null,
          "is_bot": false,
          "headline": "Draft Brandcode MCP limited client handoff packet",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T03:47:46Z",
          "body_truncated": false,
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        {
          "oid": "7a47d0ce2102934af3dc3153f8789559e4513086",
          "body": null,
          "is_bot": false,
          "headline": "Prepare Brandcode MCP limited client handoff lane",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T03:18:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "3961be41090ae84fe78b450bd232004385fad226",
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          "is_bot": false,
          "headline": "Refresh Brandcode MCP limited client staging proof",
          "author_name": "zk-xyz",
          "author_login": "zk-xyz",
          "committed_at": "2026-05-12T02:29:38Z",
          "body_truncated": false,
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 62,
              "latest_release_tag": "v0.16.1",
              "releases_from_tags": false,
              "days_since_latest_release": 2,
              "mean_days_between_releases": 0.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "62 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 62
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
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                      "days": 2
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.2
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
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            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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              "days_since_last_merged_pr": null,
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              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
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            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "forks": 0,
              "stars": 9,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
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                "detail": "9 stars",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 9
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "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"
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                  }
                ],
                "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": [],
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              },
              {
                "key": "issue_template",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "packages": [
                "@brandsystem/mcp"
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 3822
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,822 downloads/month across npm",
                "points": 47.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3822,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "merged_prs": 51,
              "open_issues": 3,
              "closed_issues": 5,
              "issue_closed_ratio": 0.625,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "62% of issues closed",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 62
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "51/52 decided PRs merged",
                "points": 37.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 51,
                      "decided": 52
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Brandcode-Studio",
              "public_repos": 2,
              "account_age_days": 93
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of Brandcode-Studio",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "login": "Brandcode-Studio"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~0 yr old",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@brandsystem/mcp"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 2
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 2
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "63 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 63
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                  }
                ],
                "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",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "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": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
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                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-agents",
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                "brand-guidelines",
                "brand-identity",
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              "has_wiki": false,
              "homepage": "https://www.brandcode.studio/",
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              "has_docs_dir": true,
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            "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",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
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                "details": [
                  {
                    "code": "topics_count",
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                      "count": 11
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 74,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.4
            },
            "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 is not maximal on development and all release branches",
                "points": 2.2,
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                "details": [],
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              },
              {
                "key": "ci_tests",
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                "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 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 8 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 276 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 276
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 3,
              "assessed_packages": 276,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1, low 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 276,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 72,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.5,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9497
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "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": "47 of 94 human commits state their intent (structured subject or explanatory body)",
                "points": 26.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "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": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.33,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.06
            },
            "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": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": "33 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 33,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "6 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 6,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 77811,
              "source_files_sampled": 219,
              "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": "2/219 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 219,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index npm:@brandsystem/mcp@0.16.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T01:58:17.216389Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/Brandcode-Studio/brandsystem-mcp.svg",
  "full_name": "Brandcode-Studio/brandsystem-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计npm.