Public recordExcellent
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-29 12:52 UTC
TagStudioDev / TagStudio
A User-Focused Photo & File Management System
TagStudioDev/TagStudio holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (96/100) and lowest on AI Readiness (44/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.
87
overall / 100Software 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.
87
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 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).
Ownership
TagStudioOrganization
132 followers1 public reposince Apr 2024
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | TagStudio | 9.1.1 | - | 2 | 705 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
85
Development activity
86Excellent
How it's scored
| 36/36 | Push recency — last push 1 days ago |
| 22.2/36 | Commit cadence — 32/52 weeks with commits |
| 18/18 | Commit volume — 301 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 301 |
| human_commit_share | 1 |
| days_since_last_push | 1 |
| active_weeks_last_year | 32 |
Release discipline
83Excellent
How it's scored
| 27/27 | Ships releases — 22 releases published |
| 36/36 | Release recency — latest release 19 days ago |
| 19.8/27 | Release cadence — a release every ~54.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 22 |
| latest_release_tag | v9.6.1 |
| releases_from_tags | no |
| days_since_latest_release | 19 |
| mean_days_between_releases | 54.8 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
85
Popularity & adoption
92Excellent
How it's scored
| 60/60 | Stars — 7,064 stars |
| 22.2/25 | Forks — 466 forks |
| 10/15 | Watchers — 65 watchers |
Inputs used
| forks | 466 |
| stars | 7,064 |
| watchers | 65 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (GPL-3.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
52
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 11/22.5 | Commit distribution — top contributor authored 51% of commits |
| 13.5/13.5 | Contributor breadth — 74 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 74 |
| top_contributor_share | 0.511 |
Issue & PR responsiveness
61Moderate
How it's scored
| 26.4/42 | Issue resolution — 63% of issues closed |
| 23.5/30 | PR acceptance — 519/663 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 3/15 | OpenSSF Scorecard: Code-Review — Found 8/30 approved changesets -- score normalized to 2 |
Inputs used
| merged_prs | 519 |
| open_issues | 251 |
| closed_issues | 424 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.628 |
| closed_unmerged_prs | 144 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
52Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 15.3/25 | Owner reach — 132 followers of TagStudioDev |
| 6.7/25 | Track record — 1 public repos, account ~2 yr old |
Inputs used
| followers | 132 |
| owner_type | Organization |
| is_verified | — |
| owner_login | TagStudioDev |
| public_repos | 1 |
| account_age_days | 823 |
Package maintenance
51Moderate
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 14/35 | Publish recency — latest publish 705 days ago |
| 12/20 | Version history — 2 published versions |
| 0/20 | Not deprecated — TagStudio: deprecated/yanked on the registry |
Inputs used
| packages | TagStudio |
| ecosystems | pypi |
| any_deprecated | yes |
| min_days_since_publish | 705 |
Engineering Quality
Are baseline engineering and documentation practices in place?
96
Engineering practices
100Exceptional
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docs.tagstud.io/ |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 0/10 | Wiki |
Inputs used
| topics | file-manager, organizer, photo-gallery, photo-organizer, metadata, tagger, tagging, tags, document-management-system |
| has_wiki | no |
| homepage | https://docs.tagstud.io/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
51Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 8/30 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 19 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.1 |
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.
Dependency advisories
56Moderate
How it's scored
| 6.7/35 | Direct dependencies free of known advisories — 3 affected: pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5) |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 24.4/40 | No advisories left outstanding — 3 advisory-carrying package(s) unaddressed past 90 days; oldest published 167 days ago |
Inputs used
| source | osv |
| advisories | 44 |
| affected_packages | 3 |
| assessed_packages | 13 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 1 |
| direct_affected_packages | 3 |
Matched the pypi:TagStudio@9.1.1 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.
AI Readiness
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.
44
Agent context & guidance
40Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Nix |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | yes |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
53Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 53.3/55 | Manageable file sizes — 5/162 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 98,600 |
| source_files_sampled | 162 |
| oversized_source_files | 5 |
Key facts
7,064GitHub stars
74contributors
301commits, last 12 months
1days since last push
22releases
1bus factor
251open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 466 ⇿
0Stars
466Forks
22Releases
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 5Patch 13
Each point covers 3 days.
OpenSSF Scorecard 5.1 / 10
5.1aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 8/30 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 19 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 26
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | audioop-lts | — | pyproject.toml |
| PyPI | chardet | ~=5.2 | pyproject.toml |
| PyPI | ffmpeg-python | ~=0.2 | pyproject.toml |
| PyPI | humanfriendly | ==10.* | pyproject.toml |
| PyPI | mutagen | ~=1.47 | pyproject.toml |
| PyPI | numpy | ~=2.2 | pyproject.toml |
| PyPI | opencv_python | ~=4.11 | pyproject.toml |
| PyPI | Pillow | >=10.2,<12 | pyproject.toml |
| PyPI | pillow-heif | ~=0.22 | pyproject.toml |
| PyPI | pillow-jxl-plugin | ~=1.3 | pyproject.toml |
| PyPI | py7zr | ~=1.1.3 | pyproject.toml |
| PyPI | pydantic | ~=2.10 | pyproject.toml |
| PyPI | pydub | ~=0.25 | pyproject.toml |
| PyPI | PySide6 | ==6.8.0.* | pyproject.toml |
| PyPI | rarfile | ==4.2 | pyproject.toml |
| PyPI | rawpy | ~=0.27 | pyproject.toml |
| PyPI | Send2Trash | >=1.8,<3 | pyproject.toml |
| PyPI | SQLAlchemy | ~=2.0 | pyproject.toml |
| PyPI | srctools | ~=2.6 | pyproject.toml |
| PyPI | structlog | ~=25.3 | pyproject.toml |
| PyPI | toml | ~=0.10 | pyproject.toml |
| PyPI | typing_extensions | ~=4.13 | pyproject.toml |
| PyPI | ujson | ~=5.10 | pyproject.toml |
| PyPI | wcmatch | ==10.* | pyproject.toml |
| PyPI | requests | ~=2.31.0 | pyproject.toml |
| PyPI | semver | ~=3.0.4 | pyproject.toml |
All dependencies 36
Full resolved dependency set from the GitHub dependency graph: 25 direct and 11 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | chardet | — | direct |
| PyPI | ffmpeg-python | — | direct |
| PyPI | humanfriendly | — | direct |
| PyPI | mutagen | — | direct |
| PyPI | numpy | — | direct |
| PyPI | opencv-python | — | direct |
| PyPI | pillow | — | direct |
| PyPI | pillow-heif | — | direct |
| PyPI | pillow-jxl-plugin | — | direct |
| PyPI | py7zr | — | direct |
| PyPI | pydantic | — | direct |
| PyPI | pydub | — | direct |
| PyPI | pyside6 | — | direct |
| PyPI | rarfile | 4.2 | direct |
| PyPI | rawpy | — | direct |
| PyPI | requests | — | direct |
| PyPI | semver | — | direct |
| PyPI | send2trash | — | direct |
| PyPI | sqlalchemy | — | direct |
| PyPI | srctools | — | direct |
| PyPI | structlog | — | direct |
| PyPI | toml | — | direct |
| PyPI | typing-extensions | — | direct |
| PyPI | ujson | — | direct |
| PyPI | wcmatch | — | direct |
| PyPI | mkdocs-material | — | indirect |
| PyPI | mkdocs-redirects | — | indirect |
| PyPI | pre-commit | — | indirect |
| PyPI | pyinstaller | — | indirect |
| PyPI | pyright | — | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-cov | 6.1.1 | indirect |
| PyPI | pytest-mock | 3.15.1 | indirect |
| PyPI | pytest-qt | 4.4.0 | indirect |
| PyPI | ruff | 0.15.17 | indirect |
| PyPI | syrupy | 5.1.0 | indirect |
Dependency advisories 3
Installing pypi:TagStudio@9.1.1 pulls in 13 packages, direct and transitive: 3 carry known advisories, of which 3 are direct dependencies.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| pillow | 10.3.0 | direct | critical | 34 | 12.3.0 |
| pillow-heif | 0.16.0 | direct | critical | 2 | 1.3.0 |
| ujson | 5.9.0 | direct | high | 8 | 5.13.0 |
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
{
"data": {
"repo": {
"topics": [
"file-manager",
"organizer",
"photo-gallery",
"photo-organizer",
"metadata",
"tagger",
"tagging",
"tags",
"document-management-system"
],
"is_fork": false,
"size_kb": 32047,
"has_wiki": false,
"homepage": "https://docs.tagstud.io/",
"languages": {
"Nix": 10992,
"HTML": 5790,
"Perl": 500,
"Shell": 1743,
"Python": 1238333
},
"pushed_at": "2026-07-28T05:39:37Z",
"created_at": "2024-04-17T12:14:41Z",
"owner_type": "Organization",
"updated_at": "2026-07-29T08:53:05Z",
"description": "A User-Focused Photo & File Management System",
"is_archived": false,
"is_disabled": false,
"license_spdx": "GPL-3.0",
"default_branch": "main",
"license_spdx_raw": "GPL-3.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "TagStudio",
"type": "Organization",
"login": "TagStudioDev",
"company": null,
"location": null,
"followers": 132,
"avatar_url": "https://avatars.githubusercontent.com/u/168259552?v=4",
"created_at": "2024-04-27T05:54:48Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 823
},
"license": {
"state": "standard",
"spdx_id": "GPL-3.0",
"raw_spdx": "GPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v9.6.1",
"kind": "patch",
"published_at": "2026-07-10T00:06:49Z"
},
{
"tag": "v9.6.0",
"kind": "minor",
"published_at": "2026-06-29T21:05:40Z"
},
{
"tag": "v9.5.7",
"kind": "patch",
"published_at": "2026-05-05T23:21:50Z"
},
{
"tag": "v9.5.6",
"kind": "patch",
"published_at": "2025-10-21T00:14:46Z"
},
{
"tag": "v9.5.5",
"kind": "patch",
"published_at": "2025-09-08T21:29:47Z"
},
{
"tag": "v9.5.4",
"kind": "patch",
"published_at": "2025-09-01T22:44:10Z"
},
{
"tag": "v9.5.3",
"kind": "patch",
"published_at": "2025-08-08T02:41:30Z"
},
{
"tag": "v9.5.2",
"kind": "patch",
"published_at": "2025-03-31T23:52:17Z"
},
{
"tag": "v9.5.1",
"kind": "patch",
"published_at": "2025-03-07T00:56:51Z"
},
{
"tag": "v9.5.0",
"kind": "minor",
"published_at": "2025-03-03T23:39:17Z"
},
{
"tag": "v9.5.0-pr4",
"kind": "prerelease",
"published_at": "2025-02-17T23:15:53Z"
},
{
"tag": "v9.5.0-pr3",
"kind": "prerelease",
"published_at": "2025-02-10T19:29:21Z"
},
{
"tag": "v9.5.0-pr2",
"kind": "prerelease",
"published_at": "2025-02-04T00:41:40Z"
},
{
"tag": "v9.5.0-pr1",
"kind": "prerelease",
"published_at": "2025-02-01T00:45:04Z"
},
{
"tag": "v9.4.2",
"kind": "patch",
"published_at": "2024-12-01T21:14:18Z"
},
{
"tag": "v9.4.1",
"kind": "patch",
"published_at": "2024-09-14T00:49:41Z"
},
{
"tag": "v9.4.0",
"kind": "minor",
"published_at": "2024-09-03T21:32:18Z"
},
{
"tag": "v9.3.2",
"kind": "patch",
"published_at": "2024-07-19T00:53:21Z"
},
{
"tag": "v9.3.1",
"kind": "patch",
"published_at": "2024-06-13T16:21:02Z"
},
{
"tag": "v9.3.0",
"kind": "minor",
"published_at": "2024-06-08T22:31:19Z"
},
{
"tag": "v9.2.1",
"kind": "patch",
"published_at": "2024-05-23T07:35:40Z"
},
{
"tag": "v9.2.0",
"kind": "minor",
"published_at": "2024-05-15T05:32:36Z"
}
],
"recent_commits": [
{
"oid": "6177befebbf05adaae4da978ba3caee5967f6e8d",
"body": "* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* refactor(ui): refactor preview panel into new MVC pattern\n\n* refactor: remove controller suffi\n[…]\nnd PanelWidget into MVC Modal, ModalView, and ModalContent classes\n\n* refactor(ui): refactor SearchPanel classes to use newer MVC pattern\n\n* fix: remove deprecated methods\n\n* chore: fixes after rebase",
"is_bot": false,
"headline": "refactor(ui): apply new MVC guidelines to search panels (#1461)",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-27T19:43:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ff43c4a4bdac7f8db2ed609997672367f4982ee5",
"body": "…alView, and ModalContent classes (#1454)\n\n* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* refactor(ui): refactor preview panel into new MVC p\n[…]\n instead of _layout references\n\n* refactor: remove view parameters\n\n* refactor(ui): refactor PanelModal and PanelWidget into MVC Modal, ModalView, and ModalContent classes\n\n* chore: fixes after rebase",
"is_bot": false,
"headline": "refactor(ui): refactor PanelModal and PanelWidget into MVC Modal, Mod…",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-27T18:54:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ac4c28687ed9d4317c71ec8d22571805e96c3276",
"body": "* docs: update style guide\n\n* docs: add driver argument guideline",
"is_bot": false,
"headline": "docs: update style guide (#1458)",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-27T17:28:12Z",
"body_truncated": false,
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"body": "… with autocomplete (#1451)\n\n* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* fix(ui): restore esc to deselect entries behavior\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* feat(ui): ad\n[…]\n .layout() method instead of _layout references\n\n* feat(ui): add underline indicator for search bar items\n\n* ui: misc UI fixes and tweaks\n\n* refactor: remove view parameters\n\n* docs: update docstrings",
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"body": "* Translated using Weblate (Hungarian)\n\nCurrently translated at 100.0% (423 of 423 strings)\n\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/hu/\nTranslation: TagStudio/Application Strings\n\n* Translated using Web\n[…]\n2004.milena.diaz@gmail.com>\nCo-authored-by: Julen Arratibel Etxabe <jarratibeletxabe@gmail.com>\nCo-authored-by: Med <45147847+kitsumed@users.noreply.github.com>\nCo-authored-by: ？？？ <2807603108@qq.com>",
"is_bot": false,
"headline": "translations: update from Hosted Weblate (#1443)",
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"body": "* ci(docs): migrate from mkdocs to properdocs\n\n* ci(docs): remove extraneous env\n\n---------\n\nCo-authored-by: Xarvex <60973030+xarvex@users.noreply.github.com>",
"is_bot": false,
"headline": "ci(docs): migrate from mkdocs to properdocs (#1459)",
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"body": null,
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"headline": "docs: update Nix verbage",
"author_name": "Travis Abendshien",
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"committed_at": "2026-07-23T01:30:57Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "fix: assign new tag ID to aliases before adding them (#1455)",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-22T03:46:08Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "chore: pass ripgrep label text to constructor",
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"body": null,
"is_bot": false,
"headline": "build: add nightly icons and strings",
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"body": null,
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"headline": "chore: bump version to v9.6.2",
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"body": null,
"is_bot": false,
"headline": "feat(thumbs): render .ai thumbnails (#1453)",
"author_name": "purpletennisball",
"author_login": "purpletennisball",
"committed_at": "2026-07-20T02:16:39Z",
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"body": "The parallel steps can have a race condition if they both have a lock on\nthe final Ruff installation path.\n\nInitially, the action was reused for formatting and linting as the\nruff-action sets the necessary environment variables and matchers,\nresponsible for the annotations on the GitHub UI. Though, \n[…]\ndone whenever Ruff is installed, there is no\n\"special magic\" whenever execution of the process happens.\n\nSo, only use the action for setup once, and in the parallel steps we can\ninvoke Ruff ourselves.",
"is_bot": false,
"headline": "fix(ci): setup Ruff once, invoke manually",
"author_name": "Xarvex",
"author_login": "xarvex",
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"body": "* refactor: remove dead folders table\n\n* fix: remove folder param from all uses of Entry constructor\n\n* fix: missing filename column after migration\n\n* fix: bump db version to 300, since it is a breaking change\n\n* fix: add empty library fixture for version 202",
"is_bot": false,
"headline": "refactor: remove dead folders table (#1444)",
"author_name": "Jann Stute",
"author_login": "Computerdores",
"committed_at": "2026-07-18T00:35:08Z",
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"body": null,
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"headline": "chore: removed unused collage_icon.py file",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-13T04:08:31Z",
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"body": null,
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"headline": "fix: don't prevent greater minor version DBs from opening",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-13T03:58:53Z",
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"body": "* fix: correctly display duration statistic in preview panel\n\n* style: format file_attributes.py with ruff\n\n* refactor: consolidate preview thumb current file state\n\n* refactor: remove another redundant current file state\n\n* refactor: move generic format_duration function to string formatting util file\n\n* refactor: tighten signal's declared types",
"is_bot": false,
"headline": "fix: correctly display duration statistic in preview panel (#1421)",
"author_name": "Ludvig Sandh",
"author_login": "ludvig-sandh",
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"body": "fixes: #1445 (for good)",
"is_bot": false,
"headline": "fix(ci): misapplied rebase, cont 9d5200b",
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"author_login": "xarvex",
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"headline": "chore(ci): ignore translations pushes for reuse",
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"body": "Pull requests are now correctly handled and concurrency is per-job.\ntranslations branch can safely be ignored for pushes.",
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"headline": "fix(ci): path matching fixes, corrected concurrency",
"author_name": "Xarvex",
"author_login": "xarvex",
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"is_bot": false,
"headline": "refactor: split out sql migrations from library (#1432)",
"author_name": "Jann Stute",
"author_login": "Computerdores",
"committed_at": "2026-07-11T19:36:55Z",
"body_truncated": true,
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"body": null,
"is_bot": false,
"headline": "fix(ci): more path matching",
"author_name": "Xarvex",
"author_login": "xarvex",
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"headline": "chore(ci): more paths for pytest to trigger on",
"author_name": "Xarvex",
"author_login": "xarvex",
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"body": null,
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"headline": "fix: thumbnail rendering for older pxd files (#1441)",
"author_name": "purpletennisball",
"author_login": "purpletennisball",
"committed_at": "2026-07-10T01:03:47Z",
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"body": "Currently translated at 100.0% (422 of 422 strings)\n\nTranslated using Weblate (Spanish)\n\nCurrently translated at 100.0% (422 of 422 strings)\n\n\n\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/es/\nTranslation: TagStudio/Application Strings\n\nCo-authored-by: 2004milenadiaz-source <2004.milena.diaz@gmail.com>\nCo-authored-by: Joan <joancanalscrehuet@gmail.com>",
"is_bot": false,
"headline": "translations: update using Weblate (Spanish) (#1439)",
"author_name": "Weblate (bot)",
"author_login": "weblate",
"committed_at": "2026-07-09T23:34:19Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "docs: update install instructions",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-09T23:31:41Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: update changelog",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-09T23:30:48Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "ci: update paths for python workflows",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-09T23:30:26Z",
"body_truncated": false,
"is_coding_agent": false
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"oid": "8edbb7a25856e7e2224c0051b20cb2c70a302888",
"body": null,
"is_bot": false,
"headline": "docs: update README badges",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-09T06:42:26Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: update changelog",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-09T06:13:29Z",
"body_truncated": false,
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},
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"oid": "c755894c842574733d7b3e9818dc4b6453fd519e",
"body": "* feat: render .pxd thumbnails.\n\n* move .pxd to _DOCUMENT_SET, rename method, fix doc and typos.\n\n* add missing break.",
"is_bot": false,
"headline": "feat: render `.pxd` thumbnails (#1430)",
"author_name": "Sola-ris",
"author_login": "Sola-ris",
"committed_at": "2026-07-09T06:05:48Z",
"body_truncated": false,
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"body": "* chore(ci): move spec-file into scripts\n\n* feat(ci)!: rework workflows and build processes\n\nAll Python setups route through one local action, and checks are much\nmore conditional. There is more to be done, but this is a significant\nimprovement in processing time and redundancy.\n\nAs well, nightly bu\n[…]\nof tagstudio.spec\n\n* ci: enforce single quotes in github yaml files\n\n* ci(tests): remove macOS pytest runner\n\n---------\n\nCo-authored-by: Travis Abendshien <46939827+CyanVoxel@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(ci)!: complete workflows revamp (#1437)",
"author_name": "Xarvex",
"author_login": "xarvex",
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"body_truncated": true,
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"body": "Definition: https://packaging.python.org/en/latest/specifications/dependency-groups\n\nThe optional dependency table ([project.optional-dependencies]) is\nsupposed to be user-facing for installs of TagStudio. Meanwhile, the\nreplacement dependency groups is explicitly meant for extra development\ntools, \n[…]\n:\n```sh\npip install -e '.[dev]'\n```\n\nTo:\n```sh\npip install -e . --group all\n```\n\nThe documentation has been adjusted for a quick replacement, but\nprobably should have more information on a later time.",
"is_bot": false,
"headline": "fix(deps): replace optional dependencies with dependency groups (#1435)",
"author_name": "Xarvex",
"author_login": "xarvex",
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"body": "This has the approval of myself and @CyanVoxel, whom are the only\ncontributors to these files.",
"is_bot": false,
"headline": "nit(dev): make supplementary configuratios CC0",
"author_name": "Xarvex",
"author_login": "xarvex",
"committed_at": "2026-07-06T20:30:59Z",
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"body": null,
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"headline": "nit(dev): put filetype clause on top",
"author_name": "Xarvex",
"author_login": "xarvex",
"committed_at": "2026-07-06T20:15:28Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "fix(dev): use indent_size of 4 by default",
"author_name": "Xarvex",
"author_login": "xarvex",
"committed_at": "2026-07-06T20:05:44Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "docs: add v9.6.1 changelog",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-06T18:42:30Z",
"body_truncated": false,
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"body": "* Translated using Weblate (German)\n\nCurrently translated at 85.7% (362 of 422 strings)\n\nCo-authored-by: Hosted Weblate <hosted@weblate.org>\nCo-authored-by: Travis Abendshien <46939827+CyanVoxel@users.noreply.github.com>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/de/\nTransl\n[…]\nhless@gmail.com>\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>\nCo-authored-by: Joan <joancanalscrehuet@gmail.com>\nCo-authored-by: Med <45147847+kitsumed@users.noreply.github.com>",
"is_bot": false,
"headline": "translations: update from Hosted Weblate (#1402)",
"author_name": "Weblate (bot)",
"author_login": "weblate",
"committed_at": "2026-07-06T17:25:38Z",
"body_truncated": true,
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"body": "* fix: update thumb_grid when row width changes\n\n* fix: prevent index error in thumb_grid",
"is_bot": false,
"headline": "fix: Thumbnail Grid not resizing to fill width (#1433)",
"author_name": "TheBobBobs",
"author_login": "TheBobBobs",
"committed_at": "2026-07-06T01:26:41Z",
"body_truncated": false,
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},
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"body": "* fix: mouse down selects thumbnail\n\n* fix: selecting a single item out of a selecting\n\n* fix: multiple file dragging",
"is_bot": false,
"headline": "fix: mouse down selects thumbnail (#1420)",
"author_name": "purpletennisball",
"author_login": "purpletennisball",
"committed_at": "2026-07-05T23:59:31Z",
"body_truncated": false,
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},
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"body": null,
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"headline": "chore: bump version to v9.6.1",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-05T23:56:48Z",
"body_truncated": false,
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},
{
"oid": "23ef9964d3ccd4de0e14f1d14e7667698e24a8c8",
"body": "…tional modules (#1427)\n\n* fix/refactor: use generic ModuleStatus class for getting status of optional modules\n\n* fix: add and order macOS bin locations by PATH precedence\n\n* ui: add title for optional modules section in the about window\n\n* fix: revert errant license change\n\n* fix: return which(cmd) instead of the original cmd\n\n* refactor: implement review feedback\n\n* feat(ui): add tooltips for module locations on about screen",
"is_bot": false,
"headline": "fix/refactor: use generic ModuleStatus class for getting status of op…",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-05T22:25:56Z",
"body_truncated": false,
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"body": "* feat(ui): organize settings into new panels\n\n* fix: typo\n\n* fix(ui): add localization for setting panels\n\n* fix(ui): move language to localization panel",
"is_bot": false,
"headline": "feat(ui): organize settings into panels (#1425)",
"author_name": "purpletennisball",
"author_login": "purpletennisball",
"committed_at": "2026-07-05T00:39:13Z",
"body_truncated": false,
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},
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"body": "* fix: set driver for tag manager\n\n* refactor(ui): require titles for TagSearch widgets",
"is_bot": false,
"headline": "fix: fix \"search for tag\" function in tag manager (#1411)",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-04T20:35:51Z",
"body_truncated": false,
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},
{
"oid": "95e2fe7b4449951c385e35a2e13f0c1925f1f98e",
"body": "* fix: remove invalid child_id relationships from tag_parents\n\n* fix: use single statements in DB 102 & 202 migrations\n\n* fix: remove unnecessary session.scalars() from migrations",
"is_bot": false,
"headline": "fix: remove invalid child_id relationships from tag_parents (#1423)",
"author_name": "Travis Abendshien",
"author_login": "CyanVoxel",
"committed_at": "2026-07-04T20:35:40Z",
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},
{
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"body": null,
"is_bot": false,
"headline": "feat: on click edit tag while in tag manager (#1416)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": "moderate",
"name": "Dependency advisories",
"note": "Matched the pypi:TagStudio@9.1.1 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:TagStudio@9.1.1",
"assessed": 13
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "osv",
"advisories": 44,
"affected_packages": 3,
"assessed_packages": 13,
"unassessed_packages": 0,
"affected_by_severity": "critical 2, high 1",
"direct_affected_packages": 3
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "3 affected: pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5)",
"points": 6.7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 3,
"packages": "pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5)"
}
}
],
"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": "3 advisory-carrying package(s) unaddressed past 90 days; oldest published 167 days ago",
"points": 24.4,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 3,
"oldest": 167
}
}
],
"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": 13,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 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": "weak",
"name": "AI Readiness",
"value": 44,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 100,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "weak",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"has_nix": true,
"has_tests": true,
"lockfiles": [],
"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": "Nix",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Nix"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"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": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 98600,
"source_files_sampled": 162,
"oversized_source_files": 5
},
"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": "5/162 source files over 60KB",
"points": 53.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 162,
"oversized": 5
}
}
],
"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)."
}
],
"classification": {
"top": [
"library",
"application"
],
"labels": [
"library",
"desktop"
],
"scores": {
"desktop": 4,
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "desktop",
"source": "dep:PySide6",
"weight": 4
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-29T12:52:31.779972Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/TagStudioDev/TagStudio.svg",
"full_name": "TagStudioDev/TagStudio",
"license_state": "standard",
"license_spdx": "GPL-3.0"
}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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.