公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 22:51 UTC

drolosoft / immich-photo-manager

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

HTML · PythonMIT★ 32 星标⑂ 8 复刻始于 2026年3月在 GitHub 上查看 ↗

drolosoft/immich-photo-manager 的健康指数为 100 分中的 61 分,处于「中等」区间。 其得分最高的类别是Vitality(82/100),最低的是Community & Adoption(40/100)。 最近一次更新在 3 天前。 近期的大部分工作由 1 位贡献者完成。

61
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

61
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Drolosoft组织
1 关注者11 个公开仓库始于 2026年3月Drolosoft

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIimmich-photo-manager1.3.0-167 天前immichmcpphoto-managementphotos

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?

82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 3 天前
6.2/36提交节奏 — 52 周中有 9 周有提交
18/18提交量 — 最近一年 134 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year134
human_commit_share1
days_since_last_push3
active_weeks_last_year9

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 5 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 23.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count5
latest_release_tagv1.3.1
releases_from_tags
days_since_latest_release10
mean_days_between_releases23.1
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?

40存在风险 · 占总体的 18%

流行度与采用

31存在风险
评分方式
24.2/60星标 — 32 个星标
7/25复刻 — 8 个复刻
0/15关注者 — 1 位关注者
所用输入
forks8
stars32
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

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

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
10.2/22.5提交分布 — 头号贡献者编写了 55% 的提交
6.8/13.5贡献者广度 — 5 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled5
top_contributor_share0.547
评分方式
0/46.8议题解决 — 没有议题或无数据
31.9/38.3PR 接受 — 已裁定的 PR 中 5/6 已合并
0/15OpenSSF Scorecard:Code-Review — Found 2/30 approved changesets -- score normalized to 0
所用输入
merged_prs5
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs1
已排除计分(无数据或不适用):议题解决。 其余权重已重新归一化。
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 — drolosoft 有 1 位关注者
8.5/25既往记录 — 11 个公开仓库,账户约 0 年
所用输入
followers1
owner_typeOrganization
is_verified
owner_logindrolosoft
public_repos11
account_age_days126
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 67 天前
4/20版本历史 — 1 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
packagesimmich-photo-manager
ecosystemspypi
any_deprecated
min_days_since_publish67

工程质量

基础的工程与文档实践是否到位?

75良好 · 占总体的 20%

工程实践

58中等
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests — 2 out of 4 merged PRs checked by a CI test -- score normalized to 5
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://drolosoft.com/immich-photo-manager.html?lang=en
10/10仓库描述
10/10主题标签 — 16 个主题标签
10/10Wiki
所用输入
topicsalbums, claude, claude-plugin, cleanup, duplicates, gallery, geolocation, immich, mcp, mcp-server, metadata, photo-management, photos, self-hosted, immich-plugin, python
has_wiki
homepagehttps://drolosoft.com/immich-photo-manager.html?lang=en
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?

56中等 · 占总体的 16%

安全态势

45存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.2/2.5CI-Tests — 2 out of 4 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.5
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages29
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:immich-photo-manager@1.3.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 29 个软件包。 未对可达性进行分析。

AI 就绪度

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

42存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 98 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_share0.98
agent_instruction_files
agent_instruction_max_bytes
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
0/11静态类型检查
0/10可复现环境
10/10已体现的代理实践 — 最近 100 次提交中有 23 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.23
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — HTML,未配置类型检查
55/55可控的文件大小 — 采样的 17 个源文件中有 0 个超过 60KB
所用输入
primary_languageHTML
largest_source_bytes53,318
source_files_sampled17
oversized_source_files0
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — demos
所用输入
example_dirsdemos
has_mcp_signal
api_schema_files

关键数据

32GitHub 星标
5贡献者
134最近 12 个月提交数
3距最近推送天数
5发布版本数
1巴士系数(bus factor)
0开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 8 ⇿
0Star
8Fork
5发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

02468812026-042026-052026-07
主版本 1次版本 3修订 1
OpenSSF Scorecard 4.5 / 10
4.5综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-26 22:51 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
5CI-Tests2 out of 4 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 3
注册表软件包版本约束清单文件
PyPIhttpx>=0.24.0,<1.0pyproject.toml
PyPImcp>=1.9.0,<2.0pyproject.toml
PyPIuvicorn>=0.24.0,<1.0pyproject.toml
全部依赖 未采集

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

依赖安全公告 0

安装 pypi:immich-photo-manager@1.3.0 会引入 29 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "albums",
        "claude",
        "claude-plugin",
        "cleanup",
        "duplicates",
        "gallery",
        "geolocation",
        "immich",
        "mcp",
        "mcp-server",
        "metadata",
        "photo-management",
        "photos",
        "self-hosted",
        "immich-plugin",
        "python"
      ],
      "is_fork": false,
      "size_kb": 15696,
      "has_wiki": true,
      "homepage": "https://drolosoft.com/immich-photo-manager.html?lang=en",
      "languages": {
        "HTML": 562101,
        "Shell": 6221,
        "Python": 112969,
        "JavaScript": 8301
      },
      "pushed_at": "2026-07-23T12:50:28Z",
      "created_at": "2026-03-22T17:26:10Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-25T06:47:59Z",
      "description": "📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "HTML",
      "significant_languages": [
        "HTML",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://drolosoft.com",
      "name": "Drolosoft",
      "type": "Organization",
      "login": "drolosoft",
      "company": "Drolosoft",
      "location": "Canary Islands, Spain",
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/270151826?v=4",
      "created_at": "2026-03-22T15:31:58Z",
      "is_verified": null,
      "public_repos": 11,
      "account_age_days": 126
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2026-07-15T23:00:35Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2026-05-18T08:31:36Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-04-26T19:25:20Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2026-04-16T12:19:58Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-04-14T18:06:32Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "07688a73c1b98e447a3086558251bed02258beb3",
          "body": "Whole-tree `ruff check .` is now clean. Split one-line imports, drop\nunused imports, remove f-prefixes on placeholder-less strings, and\nnarrow two bare `except:` clauses to the exceptions actually raised\n(subprocess.TimeoutExpired; json/KeyError/TypeError on album parsing).\nNo behavior change — helper scripts are lint-only touched.",
          "is_bot": false,
          "headline": "chore: fix ruff lint errors in root and scripts helpers (#7)",
          "author_name": "Juan Andrés Moreno Rubio",
          "author_login": "juanatsap",
          "committed_at": "2026-07-23T12:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ab4636036829c1514d446ba1e1d7532f50c2a6a",
          "body": "The HTTP-mode Host allowlist (MCP_ALLOWED_HOSTS) passes transport_security\nto FastMCP, an argument only present since mcp 1.9. The old >=1.0.0 floor\nlet pip resolve an older mcp that crashes with TypeError at startup.",
          "is_bot": false,
          "headline": "chore: require mcp>=1.9 for transport_security support (#6)",
          "author_name": "Juan Andrés Moreno Rubio",
          "author_login": "juanatsap",
          "committed_at": "2026-07-23T12:39:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff5cea31a5477ed2ca5420efad45d1bb35d2f4c0",
          "body": "* Updated claude plugin install instructions\n\n* Added setup script to setup doc",
          "is_bot": false,
          "headline": "Updated claude plugin install instructions (#5)",
          "author_name": "Tom Clancy",
          "author_login": "tclancy",
          "committed_at": "2026-07-23T12:28:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5c1bdfa601af13837e86231f444b0e5ffb16513",
          "body": "… mode (#4)\n\nIn HTTP mode behind a reverse proxy, every MCP request fails with\n421 Misdirected Request (\"Invalid Host header: <domain>\"): the MCP\nPython SDK auto-enables DNS-rebinding protection when the bind host is\nlocalhost, accepting only 127.0.0.1/localhost/[::1] Host headers, and\nthe FastMCP c\n[…]\nalhost defaults)\nallowed, and matching https:// origins allowed. Unset, behavior is\nunchanged.\n\nCo-authored-by: bradhgq <bradhuang0723@gmail.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: MCP_ALLOWED_HOSTS env var to allow proxied Host headers in HTTP…",
          "author_name": "brad",
          "author_login": "bradhgq",
          "committed_at": "2026-07-23T12:28:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f3dde09a5d6013744113885598478bb531533f1b",
          "body": null,
          "is_bot": false,
          "headline": "chore: drop unused import; ignore .venv",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-07-20T11:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a6806b9c53478bcec0e5ad97000212cf5204a75",
          "body": "The release workflow re-runs the suite, builds, refuses to ship an sdist\ncontaining anything beyond package sources, publishes to PyPI via OIDC\ntrusted publishing, and attaches artifacts to the GitHub release.",
          "is_bot": false,
          "headline": "ci: lint+test on push/PR, gated trusted-publisher release on tags",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-07-20T11:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8947512d3ea915859d0efce1413a7dde6d863f3",
          "body": "The URL and API key were interpolated into python3 -c source and a JSON\nheredoc — a quote in either could execute arbitrary Python and corrupted\nevery generated config. All values now reach Python via environment\nvariables with the source in quoted heredocs; the key is read without\necho, and the final connection test no longer aborts the setup under\nset -e on machines without httpx.",
          "is_bot": false,
          "headline": "security: setup-mcp.sh treats user input as data, never code",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-07-20T11:51:38Z",
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          "body": "- update_credentials constructed ImmichClient() through env vars, but an\n  existing config.json takes precedence over env — so any second rotation\n  validated and hot-swapped the OLD credentials while reporting success.\n  ImmichClient now accepts explicit base_url/api_key that bypass the\n  override,\n[…]\ns no edits).\n- The startup connectivity warning printed to stdout, which carries\n  JSON-RPC under the stdio transport; diagnostics now go to stderr.\n\nEach fix landed against a failing regression test.",
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          "headline": "fix: credential rotation, edit-preserving rotation, stderr diagnostics",
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          "body": "The suite mocks HTTP with respx and stubs the client — no Immich\ninstance needed, so it runs anywhere including CI.",
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          "headline": "test: offline pytest scaffolding and dev dependencies",
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          "oid": "ebdd39c693e4fac4e21105d5b9f39769ad41a89d",
          "body": "Skills documented capabilities the MCP layer never had: GPS radius\nsearch params, asset-search-by-person, dimension-based screenshot\nfiltering, a dryRun flag, and eleven immich_*-prefixed tool names.\nEvery strategy is rewritten around what the 50 tools actually do:\ncity/country text search, CLIP queries, client-side filtering of\nget_map_markers output, taken_after/taken_before windows,\ndelete_assets(force=False) trash semantics, and the real\nmerge_people(person_id, merge_ids) signature.",
          "is_bot": false,
          "headline": "docs: align skills, commands, and references with real tool capabilities",
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          "oid": "727b813b84fae671fcd4716649c8b11cbac43b62",
          "body": "env= replaced the whole environment (no PATH), so the child python3\nresolved to whatever the OS found first, never the interpreter running\nthe test.",
          "is_bot": false,
          "headline": "fix: test-mcp.py inherits the environment and uses sys.executable",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
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          "headline": "chore: remove internal maintenance files from the repo",
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          "oid": "12e8d741571bb404296b55281a662cf6735fe439",
          "body": "plugin.json/marketplace.json said 1.2.0/36 tools, SECURITY.md supported\n1.0.x, install guide showed 1.1.0, README badge linked v1.0.0.",
          "is_bot": false,
          "headline": "chore: sync versions and counts — one version, 50 tools, 12 skills",
          "author_name": "juanatsap",
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          "oid": "d9c6e17c7783739fbc391fd7c7fb8eb8a5356965",
          "body": "The 1.3.0 sdist was built from the full working tree. Hatchling now\nonly-includes src/immich_mcp_server + README/LICENSE/SECURITY, and the\npackage exposes __version__.",
          "is_bot": false,
          "headline": "security: restrict sdist to package sources; bump to 1.3.1",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-07-12T15:54:35Z",
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          "headline": "chore: add superpowers, outputs, settings to gitignore",
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          "body": "- Add upper bounds on deps: httpx<1.0, mcp<2.0, uvicorn<1.0\n  (prevents broken future releases from auto-installing)\n- Change HTTP default host from 0.0.0.0 to 127.0.0.1\n  (prevents unauthenticated network exposure; set MCP_HOST=0.0.0.0\n  explicitly if you need remote access)",
          "is_bot": false,
          "headline": "security: cap dependency versions + bind HTTP to localhost by default",
          "author_name": "Juan",
          "author_login": "txeo",
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        },
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          "oid": "de697d8eb6854ed22270b18c4dde6480d53280de",
          "body": "The uvx PR (#3) changed MCP_TRANSPORT default from http to stdio.\nThis breaks existing systemd/launchd/Docker deployments that rely\non the http default.\n\nFix: two entry points, one shared implementation.\n- uvx console script (main) → defaults to stdio\n- python -m invocation (__main__) → defaults to http (backward compat)\n- MCP_TRANSPORT env var overrides both, as before.\n\nAlso updates pyproject.toml version from 1.1.0 to 1.3.0.",
          "is_bot": false,
          "headline": "fix: preserve backward compat for existing deployments",
          "author_name": "Juan",
          "author_login": "txeo",
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          "body": "Add uvx entry point for MCP server",
          "is_bot": false,
          "headline": "Merge pull request #3 from kirel/codex-uvx-mcp-server",
          "author_name": "Juan Andrés Moreno Rubio",
          "author_login": "juanatsap",
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          "headline": "Add uvx entry point for MCP server",
          "author_name": "Daniel Kirsch",
          "author_login": "kirel",
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          "headline": "docs: rename to 🦙 Glama Score",
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          "headline": "docs: move Glama card badge below tagline, keep score badge in top row",
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          "headline": "docs: remove macOS/Linux badges — covered by Glama card",
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          "author_login": "txeo",
          "committed_at": "2026-05-18T14:45:35Z",
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          "headline": "docs: add Glama card badge to README",
          "author_name": "Juan",
          "author_login": "txeo",
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          "headline": "docs: add macOS + Linux badges",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T14:38:57Z",
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          "headline": "docs: improve all 50 tool descriptions for Glama TDQS score",
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          "author_login": "txeo",
          "committed_at": "2026-05-17T13:48:17Z",
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          "body": "…n, error handling, dedup collision",
          "is_bot": false,
          "headline": "fix: QA audit — Linux compat, symlink security, empty input validatio…",
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          "author_login": "txeo",
          "committed_at": "2026-05-17T13:17:51Z",
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        {
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          "headline": "assets: new brain+photos icon",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T11:56:03Z",
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        },
        {
          "oid": "9a30b6a0d6a927d3c535b1240e448285c3786010",
          "body": "… on Immich v2.7",
          "is_bot": false,
          "headline": "fix: list_assets uses POST /search/metadata — GET /assets returns 404…",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T11:06:09Z",
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          "is_bot": false,
          "headline": "docs: update tool count to 50, add tags/upload/shared link documentation",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T11:01:30Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: add shared link get/update/delete — full CRUD",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T10:59:36Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat: add list_assets — filter by favorites, archived, trashed, type",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T10:58:11Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: add upload_asset — 25MB limit, extension filter, optional album",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T10:57:33Z",
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          "oid": "38b77e4ca2d63e6135184244522904051f03a105",
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          "is_bot": false,
          "headline": "feat: add tags — 7 client methods + 7 MCP tools",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-17T10:56:19Z",
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          "oid": "317ae25c82ce765b68212865a53fdd088ccbbbc3",
          "body": "- README: add bulk rotation to Highlights and comparison table\n- README: update tool count (36 → 38) and skill count (11 → 12)\n- SKILLS.md: add Rotate Photos as skill #12 with workflow and behavior docs",
          "is_bot": false,
          "headline": "docs: add bulk rotation to README, SKILLS.md, and comparison table",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-07T17:40:20Z",
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        {
          "oid": "7ad77ac328e8c5e31cc1b3989a3e08ac80569b3d",
          "body": "Two new MCP tools: rotate_assets and revert_asset_edits.\n\n- Rotate by album or asset IDs (90/180/270 degrees)\n- Non-destructive: uses Immich edits API, originals untouched\n- Rotation accumulates across calls (90+90=180, 360=reverted)\n- Thumbnails served rotated via ?edited=true\n- Revert removes all edits cleanly (isEdited returns to false)\n- New skill: rotate-photos with full workflow documentation\n- MCP-TOOLS.md updated (36 → 38 tools)",
          "is_bot": false,
          "headline": "feat: add bulk photo rotation and revert tools",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-07T17:21:48Z",
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          "oid": "492afc4b03097948a1b353804de8d00fd4133d00",
          "body": "marketplace.json, GETTING-STARTED.md, and demo-script.md still\nreferenced the pre-v1.2.0 count of 22 tools. Updated to 36 to\nmatch the actual tool count after people, trash, and duplicate\ntools were added.",
          "is_bot": false,
          "headline": "docs: update stale tool counts from 22 to 36 for v1.2.0",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-05-06T18:44:19Z",
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          "headline": "docs: update 3 skills to use v1.2.0 people, trash & duplicate tools",
          "author_name": "Juan",
          "author_login": "txeo",
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          "headline": "docs: add 14 new tools to MCP-TOOLS.md reference",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-19T18:50:35Z",
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          "headline": "docs: update README for v1.2.0 (36 tools, new capability groups)",
          "author_name": "Juan",
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          "committed_at": "2026-04-19T18:49:54Z",
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          "headline": "chore: bump version to v1.2.0",
          "author_name": "Juan",
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          "is_bot": false,
          "headline": "feat: add duplicate detection tools (2 tools)",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-19T18:43:04Z",
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        {
          "oid": "d261aaedc9e4ef0a983ba25c97477ce87d439c93",
          "body": "Add delete_assets, empty_trash, restore_trash, and restore_assets — client methods and MCP tools for trash management.",
          "is_bot": false,
          "headline": "feat: add trash & deletion tools (4 tools)",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-19T18:42:13Z",
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          "headline": "feat(tools): add people & faces MCP tools (8 tools)",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-19T18:41:15Z",
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          "headline": "feat(client): add people & faces API methods",
          "author_name": "Juan",
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        {
          "oid": "20980f19e3fe5bcaa9784e6d05de8452f1b170ee",
          "body": "Prove immich-photo-manager works with any MCP client, not just Claude.\nAdd end-to-end test script, demo transcript, and README section showing\nGemma 4 (local) managing Immich photos via MCP — zero cloud dependency.",
          "is_bot": false,
          "headline": "docs: add MCP multi-client demo with Gemma 4 + LM Studio",
          "author_name": "Juan",
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          "committed_at": "2026-04-18T20:55:17Z",
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          "body": "It's a plain terminal conversation, not markdown.",
          "is_bot": false,
          "headline": "docs: rename Claude Code transcript from .md to .txt",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T15:51:15Z",
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        },
        {
          "oid": "b0951bd6f62fb79fee4df34ca066f597ba211736",
          "body": "Show that the plugin works from the terminal too — not just the\ndesktop app. Adds screenshot, conversation transcript, and a new\n\"Works in Claude Code\" subsection after Quick Start.",
          "is_bot": false,
          "headline": "docs: add Claude Code demo and README section",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T15:45:18Z",
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          "oid": "bd9752f5d292e49fbb7d0ab6acb1702e829d3aaf",
          "body": "Updated 15 files: WORKFLOW.md, PLUGIN-INSTALL-GUIDE.md, demo-script.md,\nand all 10 skill SKILL.md frontmatter versions. Zero v1.0.0 references\nremain in the project.",
          "is_bot": false,
          "headline": "chore: bump all version references to v1.1.0",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T14:47:40Z",
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          "body": "New doc/demos/ folder with step-by-step use cases:\n01-GPS neighbor inference, 02-geographic albums, 03-duplicate detection,\n04-library health, 05-natural language search, 06-screenshot cleanup,\n07-midnight timestamps, 08-interactive gallery, 09-auto album curator,\n10-people report. Each shows actual MCP calls on a live library.",
          "is_bot": false,
          "headline": "docs: add 10 demo walkthroughs with real MCP tool calls",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T14:40:32Z",
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          "is_bot": false,
          "headline": "docs: add GPS neighbor inference walkthrough with real MCP calls",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T14:36:05Z",
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          "headline": "chore: bump plugin to v1.1.0 — 22 tools, metadata repair",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T13:27:33Z",
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        },
        {
          "oid": "5fa5c309d54fa50722b075ad78ad53fbc0855d07",
          "body": "Root cause found: exiftool fails on external library paths with emojis,\nnot an API or plugin issue. Verified working on Immich upload directory.\nRestored full metadata repair claims with known-limitation note about\nexternal libraries with special characters in paths.",
          "is_bot": false,
          "headline": "docs: restore metadata repair as verified feature",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T13:09:35Z",
          "body_truncated": false,
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        {
          "oid": "1b0019d5b3aa7b6df46178498ad145d9857fa699",
          "body": "…xperimental\n\nEXIF-level writes (GPS, dates, description, rating) via update_asset_metadata\ndon't persist reliably on all Immich servers. Asset-level fields (isFavorite)\nwork. Updated all docs to reflect what's verified vs experimental.\n\n- README: metadata repair → metadata analysis, removed comparison table row\n- MCP-TOOLS: marked EXIF fields as experimental with server version note\n- SKILL.md: added fallback to curl scripts when EXIF writes don't persist",
          "is_bot": false,
          "headline": "docs: honest metadata capabilities — analysis verified, EXIF writes e…",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T12:59:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd8e95510d9504eaa5ae9e90965b12d6fb53873a",
          "body": "Add update_asset_metadata MCP tool (22nd tool) that writes dates, GPS\ncoordinates, description, favorites, and ratings back to Immich via\nPUT /assets/{id}. The metadata-fixer skill can now apply fixes directly\ninstead of generating external scripts.\n\nUpdated all docs to reflect 22 tools and highlighted metadata repair\nas a first-class feature in README.",
          "is_bot": false,
          "headline": "feat: add update_asset_metadata tool — metadata repair is now native",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-16T12:19:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0591effeccae03e73107e6f07a66029e7f6c734b",
          "body": "Restructured to match cmux-resurrect pattern:\n- Move \"What It Does\" above Quick Start (show before install)\n- Replace 5 exhaustive tables with focused highlights + doc links\n- Add 6 screenshots from demo animation (programmatic capture)\n- Add screenshot capture script (scripts/capture-screenshots.js)\n- Add data privacy line (\"photos never leave your server\")\n- Trim comparison table, rewrite intro for benefits not specs",
          "is_bot": false,
          "headline": "docs: rewrite README — shorter, visual, compelling (278→121 lines)",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-15T14:06:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21b1eede073645eaa4f41759704ed2025dbb5b4e",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Glama score badge and GitHub release badge to README",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-14T18:11:07Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "d5ed802908c71c4ea0beaf7f6d3b6ae5d88d0c83",
          "body": null,
          "is_bot": false,
          "headline": "chore: add personal maintainer to glama.json for ownership claim",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-14T17:26:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30abd992041ed0bcdff40b583b40788870a71ad0",
          "body": "Register with Glama (glama.ai) MCP server directory.\nGlama crawls GitHub repos with this file and indexes\nthem within ~24h.",
          "is_bot": false,
          "headline": "chore: add glama.json for MCP server registry discovery",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T20:09:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27e12a1058b9252c0fd790e3bed157c3e57eb92f",
          "body": "Add .plugin-scanner.toml to exclude standalone scripts/ from scan.\nUse placeholder format that avoids false positive secret detection\nin setup command doc. Scanner: 84 → 100 (A - Excellent).",
          "is_bot": false,
          "headline": "security: achieve 100/100 plugin scanner score",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T19:49:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "695e7ab6a73256edb020d93bff3ab8c74a432be4",
          "body": "Re-recorded demo GIF and added MP4. Resolved merge conflicts\nwith upstream security changes (kept remote versions).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: update demo to show /setup-immich-photo-manager and 21 tools",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T19:42:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a2e35971999de31acca6abe99bc2b162a2de4e4f",
          "body": "…secrets\n\nAdd responsible disclosure policy. Replace execSync string interpolation\nwith execFileSync argument arrays in record-demo.js. Normalize API key\nplaceholders to uppercase YOUR-API-KEY-HERE to avoid secret scanner\nfalse positives. Plugin scanner score: 66 → 84 (B).",
          "is_bot": false,
          "headline": "security: add SECURITY.md, fix shell injection, sanitize placeholder …",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T19:38:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8af98065922059823d117994f327e29d110732e9",
          "body": "Fix marketplace.json to match Claude Code validation schema: add\n$schema, top-level name/owner, object-type author and source fields.\nUpdate README install commands (claude plugin install, not /plugin).\nAdd doc/PLUGIN-INSTALL-GUIDE.md documenting all errors encountered\nand their fixes for future reference.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: correct marketplace schema + add plugin install guide",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T18:57:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "42f1ddba570aa6c00097bd587101e6aa1b8810a2",
          "body": "…onalism",
          "is_bot": false,
          "headline": "style: remove emojis from plugin description for marketplace professi…",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T02:26:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcdd14a1ad1a9ddca68877281b3c2a8cae859e20",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix view mode count to 4 (no compact mode in template)",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T02:16:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f64c056dd98641f6727f1bc8c22674fb5fa2f49",
          "body": "…marketplace",
          "is_bot": false,
          "headline": "fix: use CLAUDE_PLUGIN_ROOT per official docs, github source type in …",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T02:11:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6547e2ec34ed07604b338e8e80a363a724f99337",
          "body": "…posure",
          "is_bot": false,
          "headline": "security: mask API key in get_connection_info, remove api_key_full ex…",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T01:50:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91b888771eaec0bc9dcc084160a191a8ff3b34cc",
          "body": "CRITICAL fixes:\n\n- Remove legacy Go implementation (main.go, immich.go, go.mod, go.sum, 9.8MB binary)\n\n- Remove run-mcp-server.sh (referenced Go binary)\n\n- Fix tool count: plugin.json 19>21, marketplace.json 16>21\n\n- Fix tool names in album-manager (immich_* > canonical short names)\n\n- Replace ./imm\n[…]\no 4 command frontmatters\n\n- Use relative path for demo.gif in README\n\n- Deduplicate CORS section in setup command (reference doc/CORS-SETUP.md)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: pre-submission cleanup for Anthropic plugin directory",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T01:38:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "83132eeaede03fbc32099507ca32c538393143bf",
          "body": "- Remove personal URL (gallery.txeo.club) from auto-album-curator and travel-map\n\n- Remove hardcoded credentials from test-mcp.py, use placeholders\n\n- Fix album-manager: 4>5 view modes, dual>triple theme support\n\n- Remove stale shared-link reference from setup command\n\n- Remove Strategy 3 internal label from photo-search heading\n\n- Delete stale commit-docs.sh script\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: fix inconsistencies across skills, commands, and test script",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-11T01:23:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d77344ce18fd26b91522abb93caa4bcb2acfdb16",
          "body": "…earch\n\n- Created doc/CORS-SETUP.md with Nginx/Caddy/Traefik CORS configuration\n- Removed Strategy 2 (Shared Links) from photo-search skill — it created\n  public links as a side effect and added complexity without clear benefit\n- Simplified strategy decision flow: base64 is always the default\n- Upda\n[…]\nnew standalone guide\n- Added CORS Setup Guide to README documentation table\n- Removed internal strategy labels from user-facing output guidance\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add CORS setup guide, remove shared links strategy from photo-s…",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-11T00:52:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a05617ca3b581b8ef439d6229159e45597dd11e7",
          "body": "- Fix view modes count: 4 → 5 (Detail, Icon, List, Masonry, Gallery)\n- Fix theme count: \"dark/light\" → 3 themes (Light, System, Dark)\n- Fix MCP tools count in GETTING-STARTED: 19 → 21\n- Clarify CORS statement in ARCHITECTURE: doesn't help in Cowork sandbox\n  but does enable direct URL loading in regular browsers\n- Remove stale _run-once-makedirs-fix.sh script\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: fix inconsistencies in README, ARCHITECTURE, and GETTING-STARTED",
          "author_name": "Juan",
          "author_login": "txeo",
          "committed_at": "2026-04-10T22:59:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "158c749cc2f5e4cae608f711d88f5e2109d5ed2c",
          "body": "…ill docs\n\nReplaced all instances of personal Immich URL with your-immich-server.com\nto ensure clean experience for new users installing the plugin.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "security: replace hardcoded server URL with generic placeholder in sk…",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-10T21:24:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5397a80c35178ea48447b61c43fa10ccc0c53cf4",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: remove WEB-FIXES-TODO from repo, moved to Desktop",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-10T20:26:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ae8853b112c1bf3ca53769ed532aac95141226dd",
          "body": "…xes TODO\n\nThe MCP server is Python/stdio, not Go/HTTP. README and MCP-TOOLS.md\nstill referenced Go, Streamable HTTP, mcp-go, and port 8626.\nUpdated to reflect the actual Python implementation with stdio transport.\n\nAlso corrected tool count from 16 to 21 (added Thumbnails and Config\ncategories), re\n[…]\n stale Go Report Card badge, and added Python 3.10+\nas a prerequisite.\n\ndoc/WEB-FIXES-TODO.md lists equivalent changes needed on drolosoft.com.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: fix Go→Python architecture, update tool count to 21, add web fi…",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-10T20:20:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1d1385fbc53f52fdc500eec771f5714fbdc5d2e3",
          "body": "The Cowork viewer runs in an about: sandbox that blocks all external\nnetwork requests. This doc explains why base64 data URIs are the only\nviable approach for embedding thumbnails, with full data flow diagrams,\nperformance characteristics, and the fallback direct-API workflow.\n\nAlso adds troubleshoo\n[…]\n'\nissue (ping is a public endpoint), cross-references between docs, and\ncorrects the MCP-TOOLS architecture section to reflect stdio transport.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add ARCHITECTURE.md explaining base64 thumbnail delivery in Cowork",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-10T19:31:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ecd862b20ffe9794fe6224b94c002ed06098cd6e",
          "body": "- SKILL.md v1.2.0: document three thumbnail strategies (base64 default,\n  shared links for albums, CORS-enabled direct URLs as ideal)\n- Add strategy decision flow for choosing the right approach\n- Updated generation workflow example to show shared link path\n- setup command: add Post-Install CORS Configuration section with\n  Nginx, Caddy, and Traefik examples\n- Explain security considerations for Access-Control-Allow-Origin\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: thumbnail delivery strategies and CORS post-install guide",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T22:35:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f2dfd27bd1a4b20b0bddef9115c494ec7030a7d9",
          "body": "Prevents accidental commit of persisted credentials (config.json\nwith API keys) from the cache directory.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: add .mcpb-cache/ to .gitignore",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T13:22:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5881ed9e93cb4bea6f29e3734b39ccb73bae4fab",
          "body": "_find_cache_dir now accepts the env var path even when the directory\nhasn't been created yet. save_config calls os.makedirs(exist_ok=True)\nso credentials persist on first use without manual directory creation.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: create .mcpb-cache dir on save_config if it doesn't exist",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T12:55:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8c6e852df7d1cccb15c492d48f79fb66e1b4137c",
          "body": "Cowork mounts remote plugin configs as read-only, so users cannot update\ntheir Immich API key without reinstalling the plugin. This adds a\ncredentials override mechanism using the writable .mcpb-cache directory:\n\n- ImmichClient now checks .mcpb-cache/config.json before env vars\n- New update_credenti\n[…]\naps creds\n- mcp.json exposes IMMICH_CACHE_DIR for reliable cache dir discovery\n- Setup skill updated to use update_credentials for key rotation\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add update_credentials MCP tool for in-session API key rotation",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T11:27:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "080d8df7801709332ad019a943896f1a01379a1a",
          "body": "Cowork sandbox:\n- Viewer runs at about: protocol, blocks ALL external requests\n- Only data: URIs (base64) work for images\n\nTemplate (viewer-template.html):\n- Reverted from URL-based to base64 embedded thumbnails\n- Removed fetchThumb(), thumbUrl(), thumbCache, API_KEY\n- loadPage(): first page immedia\n[…]\ns):\n- Documented base64 approach with get_thumbnails_batch\n- size=thumbnail (250px, ~18KB avg), limit ~50 photos\n- Renamed /setup to /setup-immich-photo-manager to avoid\n  collision with other plugins",
          "is_bot": false,
          "headline": "fix: base64 thumbnails, lazy loading, pagination, rename setup command",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T09:57:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9da24bc09973765a2a23af591bfbede784279f95",
          "body": "Cowork sandbox discovery:\n- Cowork viewer runs at about: protocol with origin: null\n- ALL external network requests are blocked (fetch, img src, etc.)\n- Only data: URIs (base64) work for images\n- URL-based approach (fetch + x-api-key) does NOT work in Cowork\n\nTemplate changes (viewer-template.html):\n[…]\nthumbnail (250px, ~18KB avg)\n- Limit galleries to ~50 photos (~0.9MB HTML)\n- Removed all references to fetch(), API_KEY, URL-based loading\n- Updated generation workflow to include thumbnail fetch step",
          "is_bot": false,
          "headline": "fix: revert to base64 thumbnails + fix lazy loading & pagination",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-09T09:39:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "33a96deb6a511292fa82444bb2deb9cbe88abc5f",
          "body": "New MCP tool:\n- get_thumbnails_batch: fetch base64 thumbnails by asset ID list without\n  requiring an album (19th tool). Used by search workflow to avoid creating\n  temporary albums.\n\nSearch workflow redesign (photo-search SKILL.md):\n- NEVER create temporary albums during search\n- Find real user-cre\n[…]\noto-search + album-manager):\n- Documented {{PHOTO_ENTRIES}} placeholder format\n- Documented .flat() pattern and parseInt fallbacks\n- Added EXIF location quirks (Tikal=Flores, Lanzarote=municipalities)",
          "is_bot": false,
          "headline": "feat: add get_thumbnails_batch + harden template against JS injection",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-08T22:14:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07e9673370f9f26cd4284f12e9fa69b804e82532",
          "body": "New MCP tool:\n- get_thumbnails_batch: fetch base64 thumbnails by asset ID list without\n  requiring an album (19th tool). Used by search workflow to avoid creating\n  temporary albums.\n\nSearch workflow redesign (photo-search SKILL.md):\n- NEVER create temporary albums during search\n- Find real user-cre\n[…]\nALBUM_TOTAL: already had parseInt (confirmed)\n- ALBUMS_JSON: already had safe parser with try/catch (confirmed)\n\nUpdated SKILL.md docs with relaxed placeholder rules reflecting the\ndefensive template.",
          "is_bot": false,
          "headline": "feat: add get_thumbnails_batch + harden template against JS injection",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-08T21:11:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c8a6ff4ff45c00c3c7effa3a2793a0e2716e498",
          "body": "- Added get_thumbnails_batch to immich_client.py and server.py (19th MCP tool)\n  Fetches base64 thumbnails by asset ID list without requiring an album.\n- Rewrote photo-search SKILL.md: NEVER create temporary albums during search.\n  New workflow: search -> find real albums -> use get_album_thumbnails\n[…]\nted Albums = real albums only.\n- Updated album-manager SKILL.md: clarified Related Albums must be real,\n  user-created albums. Never fabricate album entries.\n- Updated plugin.json: 18 -> 19 MCP tools.",
          "is_bot": false,
          "headline": "feat: add get_thumbnails_batch tool + rewrite search workflow",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-08T20:04:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f774d173a675993a578047d28776b89b40b5e255",
          "body": "New MCP tools:\n- get_asset_thumbnail: base64 thumbnail for a single asset\n- get_album_thumbnails: batch thumbnails for an album (gallery pipeline)\n\nTemplate fixes (viewer-template.html):\n- ALBUM_TOTAL: wrapped in parseInt() — no longer breaks on non-numeric values\n- ALBUMS_JSON: accepts both array a\n[…]\n plain integers for JS values)\n- Clarified ALBUMS_JSON format (array or single object, quoted keys)\n- Updated plugin description: 16 → 18 tools\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: thumbnail tools + safe template placeholders",
          "author_name": "juanatsap",
          "author_login": "juanatsap",
          "committed_at": "2026-04-08T19:35:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
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                "name": "Commit cadence",
                "detail": "9/52 weeks with commits",
                "points": 6.2,
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                "key": "commit_volume",
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                "points": 18,
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            "value": 100,
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              "mean_days_between_releases": 23.1
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                "key": "ships_releases",
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                "key": "release_cadence",
                "name": "Release cadence",
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                    "code": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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          },
          {
            "key": "abandonment",
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            "note": null,
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            "inputs": {
              "cap": null,
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                    "code": "abandonment_unverified",
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                "max_points": 100
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        ],
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      {
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        "weight": 0.18,
        "metrics": [
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            "note": null,
            "notes": [],
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "points": 24.2,
                "status": "partial",
                "details": [
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                    "code": "stars",
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                      "count": 32
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                  }
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                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
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                "details": [
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                    "code": "forks",
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                "max_points": 25
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                "key": "watchers",
                "name": "Watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                "max_points": 22.5
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                "key": "contributing_guide",
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              },
              {
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              {
                "key": "issue_template",
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                "points": 0,
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                "key": "pr_template",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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            "note": null,
            "notes": [],
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "max_points": 54
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                "key": "commit_distribution",
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                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 55
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "merged_prs": 5,
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 1
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "5/6 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 5,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 41,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "drolosoft",
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              "account_age_days": 126
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of drolosoft",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "11 public repos, account ~0 yr old",
                "points": 8.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 11
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 67
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                  }
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
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                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
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              },
              {
                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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              },
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          },
          {
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            "notes": [],
            "value": 100,
            "inputs": {
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              },
              {
                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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                "key": "topics",
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                "key": "wiki",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "notes": [
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "detail": "no effort to earn an OpenSSF best practices badge detected",
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              {
                "key": "code_review",
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              },
              {
                "key": "contributors",
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              },
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                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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                "detail": "license file detected",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:immich-photo-manager@1.3.0 runtime dependency closure — what installing the published package pulls in — 29 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:immich-photo-manager@1.3.0",
                  "assessed": 29
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 29,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 29,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 42,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.98,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "98 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 98,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.23,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "23 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 23,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "HTML",
              "largest_source_bytes": 53318,
              "source_files_sampled": 17,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "HTML without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "HTML"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/17 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 17,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "demos"
              ],
              "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": "demos",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos"
                    }
                  }
                ],
                "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T22:51:50.575652Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/drolosoft/immich-photo-manager.svg",
  "full_name": "drolosoft/immich-photo-manager",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

单项结果在整体记录中的位置: 汇总统计PyPI.