drolosoft/immich-photo-manager holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Vitality (82/100) and lowest on Community & Adoption (40/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
61
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
61
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25
Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
0
affected_packages
0
assessed_packages
29
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
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.
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.
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
More detail
Star and fork history 0 ★ / 8 ⇿
0Stars
8Forks
5Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 1Minor 3Patch 1
OpenSSF Scorecard 4.5 / 10
4.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 22:51 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 0
Installing pypi:immich-photo-manager@1.3.0 pulls in 29 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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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",
"body_truncated": false,
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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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d2cd2c264536a8737625ef0878813ba9eb2ac3d",
"body": null,
"is_bot": false,
"headline": "docs: update 3 skills to use v1.2.0 people, trash & duplicate tools",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:52:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40caf115eaedc8b415db764add07ae8dd4a79d5f",
"body": null,
"is_bot": false,
"headline": "docs: add 14 new tools to MCP-TOOLS.md reference",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:50:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: update README for v1.2.0 (36 tools, new capability groups)",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:49:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62bb9e33fcd64b9fc9ca80efe51331d36612a11a",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v1.2.0",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:43:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e1189a4920b368c5b5b40644b36e536969de903",
"body": null,
"is_bot": false,
"headline": "feat: add duplicate detection tools (2 tools)",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:43:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fd93b417a2aa226c4b6408bcb3a80824e7eae0f",
"body": null,
"is_bot": false,
"headline": "feat(tools): add people & faces MCP tools (8 tools)",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:41:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bebde5e7b1fd66fe36b9ec809024af17ec7f9347",
"body": null,
"is_bot": false,
"headline": "feat(client): add people & faces API methods",
"author_name": "Juan",
"author_login": "txeo",
"committed_at": "2026-04-19T18:39:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"author_login": "txeo",
"committed_at": "2026-04-18T20:55:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad50438544fae917e6b6b1a1db0db9f4e729f932",
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5db0a0bfee231d1e7b8a8ec8540062033855e60c",
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec76cd66ba94ad5b79e31718bb24ff18aacc4f4c",
"body": null,
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5944464ef3493bfdd0e2c1a4c60e50a170fbda42",
"body": null,
"is_bot": false,
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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,
"is_coding_agent": false
},
{
"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
},
{
"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",
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{
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{
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}
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{
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{
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},
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"components": [
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{
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{
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"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "2 out of 4 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 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"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
