jdwit/ytstudio-cli holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (100/100) and lowest on Security (21/100). It was last updated 26 days ago. A single contributor accounts for most of its recent work.
63
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
63
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 59 is calibrated to 63 on the published index scale (record calibration 2026-08-02).
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
37
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:ytstudio-cli@0.4.2 runtime dependency closure — what installing the published package pulls in — 37 packages. Reachability is not analyzed.
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
Type-checkable code — Python without a type-check config
55/55
Manageable file sizes — 0/36 source files over 60KB
Inputs used
primary_language
Python
largest_source_bytes
32,174
source_files_sampled
36
oversized_source_files
0
Key facts
12GitHub stars
3contributors
97commits, last 12 months
26days since last push
6releases
1bus factor
2open issues
PyPIpackage ecosystems
Data collection 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
OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: "{\"message\": \"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\"}\r\n"); skipping Scorecard checks
More detail
Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
2Releases
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 0Minor 2Patch 0
Direct dependencies 8
Registry
Package
Version constraint
Manifest
PyPI
typer
>=0.9.0
pyproject.toml
PyPI
rich
>=13.0.0
pyproject.toml
PyPI
google-auth
>=2.0.0
pyproject.toml
PyPI
google-auth-oauthlib
>=1.0.0
pyproject.toml
PyPI
google-api-python-client
>=2.0.0
pyproject.toml
PyPI
packaging
>=21.0
pyproject.toml
PyPI
pydantic
>=2.5
pyproject.toml
PyPI
ruamel.yaml
>=0.18
pyproject.toml
All dependencies not collected
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:ytstudio-cli@0.4.2 pulls in 37 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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"body": "The YouTube Analytics API rejects unaligned start/end dates for the\nmonth dimension (both ends must be the first of a month) and does not\nsnap on its own, so -d month --days N or any mid-month bound returned\nHTTP 400. Add _align_date_range to snap query dates to the required\nboundaries before the request: month snaps both ends down to the first\nof their month; week snaps both ends back to the preceding Sunday.\nday and other dimensions are unchanged.",
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"headline": "feat: snap analytics query dates to month/week boundaries (#44)",
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"headline": "chore: release v0.4.0",
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"body": "* feat: add harness-agnostic ytstudio agent skill\n\nAuthor a model- and harness-agnostic SKILL.md (open SKILL standard) at\nskills/ytstudio/ that teaches any skill-aware agent to drive the CLI:\nprerequisites, the dry-run/--execute and -o json rules, and per-group\nusage with pointers rather than a full\n[…]\nerence.py and\nguarded against drift by tests/test_skill_reference.py. Add an example upload\nsidecar asset, a docs page, and README/docs links.\n\nCloses #29\n\n* docs: clarify immediate ytstudio mutations",
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"headline": "feat: add harness-agnostic ytstudio agent skill (#36)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
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"body": "* feat: add period-over-period growth deltas to analytics overview\n\nCloses #31. overview now queries the previous equal-length window by\ndefault and shows the percent change per metric (green up, red down).\n--no-compare reproduces the single-window output. JSON gains previous\nand pct_change fields; \n[…]\n\n* fix: previous overview window no longer shares a boundary day\n\nPrevious window now ends the day before the current window starts, so the\ntwo equal-length windows do not double-count the shared day.",
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"headline": "feat: growth deltas in analytics overview (#31) (#35)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-06-13T18:44:34Z",
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"body": "Add 'ytstudio comments reply COMMENT_ID --text ...' to post a public\nreply to a top-level comment via comments.insert. Validates that the\nparent is a top-level comment id (flat replies) with a clear error on an\ninvalid or reply id, and prints the new reply id like publish/reject.\n\nDocs (comments.md, api-quota.md) and the README feature line updated;\ntests mirror the existing comments tests.",
"is_bot": false,
"headline": "feat: comments reply command (#30) (#33)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-06-13T09:05:16Z",
"body_truncated": false,
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"body": "- api-quota cheatsheet: add playlists.list/items, search.list (100u),\n and the playlist/playlistItems write operations; reorder by cost\n- mention playlist edits and the 100-unit search.list exception in the intro\n- readme: add a scannable read/write/search/upload cost table linking to\n the full breakdown",
"is_bot": false,
"headline": "docs: complete the quota cost overview (playlists, search) (#32)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-06-13T08:53:06Z",
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"body": "- playlists: rename 'power moves' to 'recipes', fix watch-later and\n video-id placeholder examples\n- readme: fix ci badge repo url (ytstudio -> ytstudio-cli), drop\n nonexistent comments 'reply' feature\n- analytics: correct quota note (analytics api is separate from the\n data api quota)\n- index: add playlists to highlights and the intro line\n- videos: surface 'videos categories' in list and inspect",
"is_bot": false,
"headline": "docs: consistency pass across guides and readme (#28)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-06-13T08:24:10Z",
"body_truncated": false,
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"body": "* feat: playlists command for bulk playlist operations\n\nAdds ytstudio playlists list/show/create/update/delete/items/add/remove/reorder\ncovering the playlist surface YouTube Studio handles poorly at scale.\n\nPower moves: bulk-add by search query, reorder by views.\nAll writes are dry-run by default; -\n[…]\nad of an unhandled exception\n- CSV output for list and items uses csv.writer so embedded commas,\n quotes, and newlines survive round-trips\n- docs: new docs/playlists.md guide, added to the Guides nav",
"is_bot": false,
"headline": "feat: playlists command for bulk playlist operations (#25)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-06-09T20:09:17Z",
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"headline": "chore: bump version to v0.3.1 (#23)",
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"oid": "743af74d7add7d86c483c5eae236002e5e1d7251",
"body": "* feat: videos categories command to list YouTube category IDs\n\nFetches assignable video categories from the YouTube Data API\n(videoCategories.list) for a given region (default US). Output as\ntable or JSON. Referenced from the sidecar docs so users no longer\nneed a static category-ID table that goes\n[…]\nouTube-imposed default. Hiding it behind a default made it easy to\nupload a batch into the wrong category by accident. UploadSpec now\nrequires category_id; sidecars without it fail validation upfront.",
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"headline": "feat: videos categories command (#22)",
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"headline": "feat(auth): request yt-analytics-monetary scope for revenue metrics (…",
"author_name": "Max Huk",
"author_login": "maxhuk",
"committed_at": "2026-06-07T18:30:43Z",
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"headline": "docs: enable mermaid diagrams via pymdownx.superfences custom_fences …",
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"headline": "chore: bump version to v0.3.0 (#19)",
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"body": "* chore: remove demo mode\n\nDemo mode (YTSTUDIO_DEMO=1) was a parallel codepath that intercepted\nget_data_service / get_analytics_service and replaced them with hand-rolled\nfakes backed by bundled JSON fixtures. It was useful early on for showing\nthe CLI without OAuth, but it has stopped paying for i\n[…]\ncoverage\n gap left after the demo-patched test_overview was removed.\n- Delete the orphaned demo.gif from the repo root; nothing referenced it.\n- Drop the now-meaningless `demo/` line from .gitignore.",
"is_bot": false,
"headline": "chore: remove demo mode (#16)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-28T16:45:33Z",
"body_truncated": true,
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{
"oid": "c3073a362362a6f78e8237df3bde22a1b54c7eff",
"body": "- one tagline everywhere: \"Manage and analyze your YouTube channel from\n the terminal. Designed for humans and AI agents.\" (readme, docs index,\n mkdocs site_description, pyproject)\n- readme: top NOTE callout linking to disclaimer section; plain prose\n disclaimer at the bottom (no callout there)\n- docs: warning admonition in disclaimer section\n- docs index: drop highlight icons, rephrase \"what it is\" / \"why it\n exists\", tighten readme docs-link blurb\n- new ascii header image",
"is_bot": false,
"headline": "docs: unify tagline and add not-a-google-product disclaimer (#17)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-28T16:38:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2318e96cea1b95e90d7f2e814f32a5e492c67d25",
"body": "* docs: mkdocs-material site with auto-generated command reference\n\nNew documentation site at docs/ powered by Material for MkDocs:\n\n- Topic pages: index, installation, OAuth setup, multi-channel profiles,\n bulk video updates, live broadcasts, comments, analytics, and an API\n quota cheatsheet.\n- A\n[…]\nons/deploy-pages flow. requires the\nrepo's pages source to be set to \"github actions\".\n\n* ci: pin setup-uv to v8.1.0 (no floating v8 tag yet)\n\n* ci: use setup-uv floating @v7 (no @v8 floating tag yet)",
"is_bot": false,
"headline": "docs: mkdocs-material site with auto-generated command reference (#14)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-28T16:17:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "8ba88b90ba351e856d39225a6763965718686f55",
"body": "Adds `ytstudio videos upload <path>` to upload one or more videos described by\nyaml sidecars, plus a `--scheduled` filter on `videos list` and supporting\ndocs.\n\nPipeline:\n\n- discover() pairs each video with a matching `.yaml` sidecar and optional\n `.jpg`/`.png` thumbnail, raising on orphan sidecars\n[…]\nideo_id\n and a manual-patch hint so a re-run does not duplicate the upload.\n\nTooling:\n\n- README documents `uv run pre-commit install` so local commits run the same\n ruff check + ruff format CI runs.",
"is_bot": false,
"headline": "feat: videos upload command from yaml sidecars",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-28T14:42:12Z",
"body_truncated": true,
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},
{
"oid": "51ccd1123f1939f674c75788e707b3f13de486ee",
"body": "Highlights since v0.1.1:\n\n- Multi-channel profile support: 'ytstudio profile add/use/list/remove'\n with per-profile credential storage and automatic migration from\n single-channel installs (#10).\n- New 'ytstudio livestreams' command: list/show/schedule/start/stop/update\n YouTube live broadcasts, with stream-key handling and demo-mode support\n (#12).\n- New 'yts' short CLI alias (#11).",
"is_bot": false,
"headline": "chore: bump version to v0.2.0 (#13)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-26T20:52:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e86ae321fbca27611d85d702ec4f082cbdedcfd4",
"body": null,
"is_bot": false,
"headline": "feat: livestreams command for managing YouTube live broadcasts (#12)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-26T20:50:00Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "55858490f786f27cd5090286e3f9bda88ba24fc0",
"body": null,
"is_bot": false,
"headline": "chore: add yts as short alias for the ytstudio CLI (#11)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-26T20:48:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af0fbfb5405c12f8923fcd394827613e1107da87",
"body": "* feat: multi-channel support via named profiles\n\nStore each YouTube login under its own named profile so the CLI can manage\nmultiple channels. All existing commands operate on the active channel.\n\n- config: profiles/<name>/credentials.json, state.json active_profile,\n YTSTUDIO_PROFILE env override\n[…]\nration.\n\nTests cover profile propagation through get_authenticated_service, the\nonce-resolved profile in authenticate(), atomic state.json writes, and\nthat migration ignores stray invalid directories.",
"is_bot": false,
"headline": "feat: multi-channel support via named profiles (#10)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-26T20:14:02Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9cf70924118aa8532662e4e9249ded0583559348",
"body": "feat: add headless login flow",
"is_bot": false,
"headline": "Merge pull request #9 from adrianorocha-dev/feat/headless-login",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-05-23T20:04:54Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "7ae7f83b2077c92198204ea9f77ee61aa0ecef50",
"body": null,
"is_bot": false,
"headline": "fix: avoid insecure headless auth response",
"author_name": "Adriano Rocha",
"author_login": "adrianorocha-dev",
"committed_at": "2026-05-07T01:09:54Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "00d539a85dbdccea0f879b5c38bdab7ec9c25825",
"body": null,
"is_bot": false,
"headline": "feat: add headless login flow",
"author_name": "Adriano Rocha",
"author_login": "adrianorocha-dev",
"committed_at": "2026-05-07T00:59:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "761e64cc601fabeb77f96f2ad79dee95fad51236",
"body": null,
"is_bot": false,
"headline": "bump version to v0.1.1",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-20T17:25:39Z",
"body_truncated": false,
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},
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"oid": "4ae21754977f7978b813bfbc0850fdaf8d85c5fe",
"body": null,
"is_bot": false,
"headline": "use search api for search-replace + add test coverage",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-20T17:22:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ec25372bbafac940b192f80a07857fd4d8bb2a7",
"body": null,
"is_bot": false,
"headline": "add editorconfig and quota section to readme",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-13T14:05:15Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "838728776d9488ba4c92ad4a335496306ee43fe0",
"body": null,
"is_bot": false,
"headline": "remove separate publish workflow",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-13T13:07:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04888b4b5565e0f18fdc11d4919f67c5e02cdd1f",
"body": "add analytics query command with metrics/dimensions registry",
"is_bot": false,
"headline": "Merge pull request #2 from jdwit/feature/analytics-query",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-13T13:04:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "635abfbef5cad37e0e1b28fa09e09ee0bc4cf4d6",
"body": null,
"is_bot": false,
"headline": "refactor analytics and add demo gif to readme",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-13T13:02:18Z",
"body_truncated": false,
"is_coding_agent": false
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"oid": "74f7c0a44790875a6b93ab7751b391fecd0f33ae",
"body": null,
"is_bot": false,
"headline": "add pypi publish workflow",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-11T14:51:22Z",
"body_truncated": false,
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},
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"oid": "f3ee7886ffb4b8214e97ad8dbc126c00502f53f2",
"body": null,
"is_bot": false,
"headline": "fix formatting (ruff format)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-07T05:35:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b9a22bc05855a06f87b59a3ae5bbb19061a0e54",
"body": "- analytics query: raw query engine with full access to YouTube Analytics API\n supports all metrics, dimensions, filters, date ranges, sorting, and limits\n output formats: table, json, csv\n\n- analytics metrics: list and inspect available metrics\n filterable by group, shows core/monetary tags, det\n[…]\nd 25 dimensions\n includes descriptions, groups, core/monetary/filter-only flags\n validation with fuzzy matching for typo suggestions (levenshtein)\n\n- 22 new tests (39 total for analytics + registry)",
"is_bot": false,
"headline": "add analytics query command with metrics/dimensions registry",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-06T19:24:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3f960a9d95785d5b1de84e6d3a6bad1fef3b08a8",
"body": null,
"is_bot": false,
"headline": "use truncate helper in comments list",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-06T15:01:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49d5e26d890290db4da5964ba5a44704f9eb7373",
"body": null,
"is_bot": false,
"headline": "fix linting",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-06T13:19:22Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "975c62078ba8fe2a007a4228e4ae75ca81fdd884",
"body": null,
"is_bot": false,
"headline": "refactor and imrprove readme",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-06T13:16:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f06252b8d9e734bda03346fd4636d7128a08e992",
"body": null,
"is_bot": false,
"headline": "fix: sync ruff version (0.15.0) between pre-commit and uv",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T15:02:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77e8066acd63b58ab367809755e41a049e5b73ff",
"body": null,
"is_bot": false,
"headline": "remove seo command (not evidence-based)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T14:59:18Z",
"body_truncated": false,
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"oid": "15e41c26fa1a6c6f76fb20b93061ff4f5fcb83ae",
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"is_bot": false,
"headline": "refactor and simplify",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T13:46:29Z",
"body_truncated": false,
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{
"oid": "6bedd791072f556cb12ccfc864d4c3b08c44df6a",
"body": "This reverts commit e50d743b8050423c27193eeefbeca41c11f73f9f.",
"is_bot": false,
"headline": "Revert \"fix: add hl=nl to API calls for original titles\"",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T11:30:36Z",
"body_truncated": false,
"is_coding_agent": false
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"headline": "fix: add hl=nl to API calls for original titles",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T11:30:05Z",
"body_truncated": false,
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{
"oid": "601e1cf5dbea4b047c1b8f90aad54d61c90d0623",
"body": null,
"is_bot": false,
"headline": "style: remove dim from Published column",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T11:22:24Z",
"body_truncated": false,
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},
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"oid": "9f1f13a308aa89388559f60141b2602b781ca92e",
"body": null,
"is_bot": false,
"headline": "style: use yellow for video IDs (gh-style)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T11:20:24Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "952bf1295f80cab700924ba361d66da5b18d5da8",
"body": null,
"is_bot": false,
"headline": "style: replace bright_black with dim for better visibility",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-05T11:19:34Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "68838e215441791fb063e6c4adf2134718b86c4c",
"body": null,
"is_bot": false,
"headline": "demo: add more realistic video entries",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:25:40Z",
"body_truncated": false,
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},
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"oid": "ca9d429e5cc52fed7217243a4b7f06f7046c32d2",
"body": null,
"is_bot": false,
"headline": "demo: use realistic Fireship channel data",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:22:30Z",
"body_truncated": false,
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"oid": "ca5e88c9cc57c8c3b5602ff7bf1a1c689b319abe",
"body": null,
"is_bot": false,
"headline": "chore: update pre-commit hooks and improve ruff config",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:13:50Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "style: format with ruff",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:11:02Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: add ci and license badges",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:07:18Z",
"body_truncated": false,
"is_coding_agent": false
},
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"body": null,
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"headline": "fix: correct test patches for auth and demo mode",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:07:03Z",
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},
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"is_bot": false,
"headline": "ci: remove codecov",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:05:30Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "fix: remove trailing whitespace",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T20:03:31Z",
"body_truncated": false,
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},
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"body": null,
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"headline": "fix: limit now caps matches, not videos fetched",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:54:58Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "docs: simplify installation to uv tool install",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:39:02Z",
"body_truncated": false,
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},
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"is_bot": false,
"headline": "rename bulk-update to search-replace",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:37:47Z",
"body_truncated": false,
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},
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"headline": "docs: simplify readme",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:37:13Z",
"body_truncated": false,
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},
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"body": null,
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"headline": "simplify init command help",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:36:55Z",
"body_truncated": false,
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{
"oid": "1e0ef3e2a715b77d438736642592e49258f41f08",
"body": "- Package name: ytstudio\n- Command: ytstudio\n- All imports updated",
"is_bot": false,
"headline": "rename: ytcli -> ytstudio",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:36:55Z",
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},
{
"oid": "f5926290e1567ffd116a35b114ad0e917c62abae",
"body": "- URLs now cyan everywhere\n- Labels/secondary info now bright_black (gh-style gray)\n- Maintains green/red/yellow for success/error/warning",
"is_bot": false,
"headline": "style: consistent gh-cli styling across all commands",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:36:55Z",
"body_truncated": false,
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"headline": "style: use gh-cli style colors (cyan links, bright_black for IDs)",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-04T19:36:55Z",
"body_truncated": false,
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},
{
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"headline": "fix: use path/to/ placeholder and clean up init help",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-03T20:41:15Z",
"body_truncated": false,
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},
{
"oid": "b8c5ebebd6747e77cfe46b2102d616032d5dfeba",
"body": null,
"is_bot": false,
"headline": "feat: add setup instructions to init --help",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-03T20:38:56Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "refactor: chromeless ui for analytics, seo, comments commands",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
"committed_at": "2026-02-03T20:36:23Z",
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{
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"body": null,
"is_bot": false,
"headline": "add copyright claims filtering and display",
"author_name": "Jelmer de Wit",
"author_login": "jdwit",
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"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 85,
"inputs": {
"merged_prs": 33,
"open_issues": 2,
"closed_issues": 12,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.857,
"closed_unmerged_prs": 6,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "86% of issues closed",
"points": 36,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 86
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "33/39 decided PRs merged",
"points": 25.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 33,
"decided": 39
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "weak",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 48,
"inputs": {
"followers": 17,
"owner_type": "User",
"is_verified": null,
"owner_login": "jdwit",
"public_repos": 9,
"account_age_days": 5229
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "17 followers of jdwit",
"points": 9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 17,
"login": "jdwit"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "9 public repos, account ~14 yr old",
"points": 19.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 9
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"ytstudio-cli"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 27
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 27 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 27
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "8 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 8
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "exceptional",
"name": "Engineering Quality",
"value": 100,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "exceptional",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "exceptional",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"bulk-operation",
"cli",
"content-creators",
"youtube",
"youtube-analytics",
"youtube-api",
"youtube-cli",
"youtube-studio",
"python",
"ai-workflow",
"automation",
"agent-skill",
"skills",
"youtube-channel"
],
"has_wiki": true,
"homepage": "https://jdwit.github.io/ytstudio-cli/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://jdwit.github.io/ytstudio-cli/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "14 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 14
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dependency_lockfiles"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"source": "file_signals",
"lockfiles": [
"uv.lock"
],
"manifests": [
"pyproject.toml"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ytstudio-cli@0.4.2 runtime dependency closure — what installing the published package pulls in — 37 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:ytstudio-cli@0.4.2",
"assessed": 37
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 37,
"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": "exceptional",
"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": 37,
"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": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 3
},
"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": "weak",
"name": "AI Readiness",
"value": 45,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.66,
"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": "64 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 35.2,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 64,
"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "weak",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"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": 11,
"status": "met",
"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": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 97",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 97
}
}
],
"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": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 32174,
"source_files_sampled": 36,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/36 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 36,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"metrics_version": "2.1.0"
},
"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",
"OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: \"{\\\"message\\\": \\\"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\\\"}\\r\\n\"); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-28T03:13:55.909832Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jdwit/ytstudio-cli.svg",
"full_name": "jdwit/ytstudio-cli",
"license_state": "standard",
"license_spdx": "MIT"
}
Related records
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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 v2.1.0, schema v0.27.0 — full methodology · metrics wiki.
