Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 10:36 UTC
Artui / django-ag-ui
Django ↔ Pydantic-AI ↔ AG-UI integration: an AG-UI agent endpoint with a pluggable tool registry.
Artui/django-ag-ui holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (87/100) and lowest on Community & Adoption (32/100). It was last updated today. A single contributor accounts for most of its recent work.
59
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
59
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
ArturPersonal account
12 followers17 public repossince Oct 2015
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | django-ag-ui | 0.23.0 | 3,070 | 30 | 0 days ago | ag-uiagentaidjangollmpydantic-ai |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
71
Development activity
59Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 17.1/18 | Commit volume — 79 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 79 |
| human_commit_share | 0.951 |
| days_since_last_push | 0 |
| active_weeks_last_year | 8 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 30 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~1.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 30 |
| latest_release_tag | v0.23.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
32
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 2 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 2 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
58Moderate
How it's scored
| 46.5/80 | Monthly downloads — 3,070 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | django-ag-ui |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,070 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
50
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
60Moderate
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 31.9/38.3 | PR acceptance — 40/48 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 40 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 8 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
49At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 8/25 | Owner reach — 12 followers of Artui |
| 21.1/25 | Track record — 17 public repos, account ~10 yr old |
Inputs used
| followers | 12 |
| owner_type | User |
| is_verified | — |
| owner_login | Artui |
| public_repos | 17 |
| account_age_days | 3,935 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 30 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | django-ag-ui |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| 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?
54
Security posture
43At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 29 out of 29 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 |
| 0/7.5 | Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 2/5 | Security-Policy — security policy file 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 |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.3 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 6 |
| affected_packages | 2 |
| assessed_packages | 111 |
| unassessed_packages | 0 |
| affected_by_severity | high 1, moderate 1 |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 111 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
87
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 65 of 77 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.844 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 10,297 |
Verify loop (build / test / typecheck)
90Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — django_ag_ui/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 50 of the last 81 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 4 of the last 81 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | django_ag_ui/py.typed |
| agent_commit_share | 0.617 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.049 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (django_ag_ui/py.typed) |
| 55/55 | Manageable file sizes — 0/83 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 27,928 |
| source_files_sampled | 83 |
| oversized_source_files | 0 |
Key facts
2GitHub stars
1contributors
79commits, last 12 months
0days since last push
30releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:django-ag-ui@0.23.0; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 4.3 / 10
4.3aggregate
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 |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 29 out of 29 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 |
| 0 | Code-Review | Found 0/25 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow 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 |
| 4 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
Direct dependencies 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | django | >=4.2 | pyproject.toml |
| PyPI | django-pydantic-agent | >=0.2,<0.3 | pyproject.toml |
| PyPI | pydantic-ai-slim | >=2,<3 | pyproject.toml |
| PyPI | ag-ui-protocol | >=0.1.19,<0.2 | pyproject.toml |
All dependencies 111
Full resolved dependency set from the GitHub dependency graph: 4 direct and 107 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | ag-ui-protocol | 0.1.19 | direct |
| PyPI | django | 5.2.16 | direct |
| PyPI | django-pydantic-agent | 0.2.0 | direct |
| PyPI | pydantic-ai-slim | 2.6.0 | direct |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anthropic | 0.116.0 | indirect |
| PyPI | anyio | 4.13.0 | indirect |
| PyPI | asgiref | 3.11.1 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | backrefs | 7.0 | indirect |
| PyPI | certifi | 2026.5.20 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | click | 8.4.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.14.1 | indirect |
| PyPI | cryptography | 48.0.1 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | django-stubs | 6.0.6 | indirect |
| PyPI | django-stubs-ext | 6.0.5 | indirect |
| PyPI | djangorestframework | 3.17.1 | indirect |
| PyPI | djangorestframework-dataclasses | 1.4.0 | indirect |
| PyPI | djangorestframework-mcp-server | 0.15.0 | indirect |
| PyPI | djangorestframework-pydantic-ai | 0.8.0 | indirect |
| PyPI | djangorestframework-services | 0.27.0 | indirect |
| PyPI | docstring-parser | 0.18.0 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | filelock | 3.29.0 | indirect |
| PyPI | flake8 | 7.3.0 | indirect |
| PyPI | flake8-tidy-imports | 4.12.0 | indirect |
| PyPI | genai-prices | 0.0.70 | indirect |
| PyPI | ghp-import | 2.1.0 | indirect |
| PyPI | google-auth | 2.53.0 | indirect |
| PyPI | google-genai | 2.7.0 | indirect |
| PyPI | griffelib | 2.0.2 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpcore2 | 2.2.0 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx2 | 2.2.0 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.17 | indirect |
| PyPI | importlib-metadata | 8.7.1 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.15.0 | indirect |
| PyPI | logfire-api | 4.34.0 | indirect |
| PyPI | markdown | 3.10.2 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mergedeep | 1.3.4 | indirect |
| PyPI | mkdocs | 1.6.1 | indirect |
| PyPI | mkdocs-autorefs | 1.4.4 | indirect |
| PyPI | mkdocs-get-deps | 0.2.2 | indirect |
| PyPI | mkdocs-material | 9.7.6 | indirect |
| PyPI | mkdocs-material-extensions | 1.3.1 | indirect |
| PyPI | mkdocstrings | 1.0.4 | indirect |
| PyPI | mkdocstrings-python | 2.0.3 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | openai | 2.38.0 | indirect |
| PyPI | opentelemetry-api | 1.39.1 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | paginate | 0.5.7 | indirect |
| PyPI | pathspec | 1.1.1 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | pyasn1 | 0.6.3 | indirect |
| PyPI | pyasn1-modules | 0.4.2 | indirect |
| PyPI | pycodestyle | 2.14.0 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-ai-harness | 0.7.0 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pydantic-graph | 2.6.0 | indirect |
| PyPI | pydantic-monty | 0.0.18 | indirect |
| PyPI | pyflakes | 3.4.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pymdown-extensions | 10.21.3 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-asyncio | 1.4.0 | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | pytest-django | 4.12.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-discovery | 1.4.0 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | pyyaml-env-tag | 1.1 | indirect |
| PyPI | regex | 2026.5.9 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | ruff | 0.15.20 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | sqlparse | 0.5.5 | indirect |
| PyPI | starlette | 1.3.1 | indirect |
| PyPI | tenacity | 9.1.4 | indirect |
| PyPI | tiktoken | 0.13.0 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | tqdm | 4.67.3 | indirect |
| PyPI | ty | 0.0.56 | indirect |
| PyPI | types-pyyaml | 6.0.12.20260518 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | tzdata | 2026.2 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | virtualenv | 21.4.1 | indirect |
| PyPI | watchdog | 6.0.0 | indirect |
| PyPI | websockets | 16.0 | indirect |
| PyPI | zipp | 4.1.0 | indirect |
Dependency advisories 2
This repository publishes no package the index resolves, so its own dependency graph was assessed — 111 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| pyasn1 | 0.6.3 | indirect | high | 5 | 0.6.4 |
| pymdown-extensions | 10.21.3 | indirect | moderate | 1 | 11.0.0 |
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": {
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"size_kb": 1780,
"has_wiki": true,
"homepage": null,
"languages": {
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"Python": 246129,
"Makefile": 2723
},
"pushed_at": "2026-07-27T10:35:34Z",
"created_at": "2026-06-01T12:54:47Z",
"owner_type": "User",
"updated_at": "2026-07-27T10:35:14Z",
"description": "Django ↔ Pydantic-AI ↔ AG-UI integration: an AG-UI agent endpoint with a pluggable tool registry.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
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},
"owner": {
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"name": "Artur",
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"followers": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/15174053?v=4",
"created_at": "2015-10-17T18:06:23Z",
"is_verified": null,
"public_repos": 17,
"account_age_days": 3935
},
"license": {
"state": "standard",
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"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.23.0",
"kind": "minor",
"published_at": "2026-07-27T10:35:31Z"
},
{
"tag": "v0.22.0",
"kind": "minor",
"published_at": "2026-07-27T10:16:23Z"
},
{
"tag": "v0.21.0",
"kind": "minor",
"published_at": "2026-07-23T10:34:41Z"
},
{
"tag": "v0.20.0",
"kind": "minor",
"published_at": "2026-07-22T10:27:41Z"
},
{
"tag": "v0.19.0",
"kind": "minor",
"published_at": "2026-07-17T12:07:02Z"
},
{
"tag": "v0.18.1",
"kind": "patch",
"published_at": "2026-07-16T17:18:27Z"
},
{
"tag": "v0.18.0",
"kind": "minor",
"published_at": "2026-07-14T20:30:30Z"
},
{
"tag": "v0.17.0",
"kind": "minor",
"published_at": "2026-07-14T15:33:31Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2026-07-13T15:50:58Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2026-07-10T16:51:31Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-07-10T15:00:00Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-07-09T08:40:23Z"
},
{
"tag": "v0.12.1",
"kind": "patch",
"published_at": "2026-07-08T14:56:43Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2026-07-08T07:42:19Z"
},
{
"tag": "v0.11.1",
"kind": "patch",
"published_at": "2026-07-03T10:35:12Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-07-02T16:07:57Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-02T12:08:17Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-06-30T15:02:59Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-06-30T11:28:22Z"
},
{
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"body": "…#35)\n\n* Add agent skills, capability-based audit, context compaction, and 2.x trust knobs\n\nFour fronts, all riding pydantic-ai's core capability seam (which this\npackage now requires: pydantic-ai-slim floor moves to >=2,<3):\n\n- SkillsCapability: progressive-disclosure agent skills. The model sees\n \n[…]\n= param on DjangoAGUIView (added only to plumb the\nnow-removed agent skills).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "* Rebase DrfMcpToolset onto AbstractToolset\n\nSubclass the documented extension point directly instead of\nExternalToolset, building tool defs kind=\"function\" from the start —\nno per-run re-stamp, no dependency on the external-toolset internals\nthat model the opposite of in-process execution (the vers\n[…]\ntions.drf_mcp;\nthe view builds it internally from the DRF_MCP_SERVER setting.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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"body": "* Remove inert server-side confirmation machinery\n\nServer-side tools execute mid-stream, so `@tool(destructive=True)` only ever\nreached the LLM as an `x-destructive` schema hint — never a runtime gate. The\n`needs_confirmation` helper and `AUTO_CONFIRM` setting were exported/parsed with\nzero producti\n[…]\nx-destructive` / `x-confirm` schema stamps are\nunchanged.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.13.0\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "* Support pydantic-ai-slim 2.x\n\nWiden the pydantic-ai-slim constraint (core + provider extras) to >=1.0,<3,\nand widen the [spec-tools] / [drf-mcp] extra pins so a project can resolve\nslim 2.x through the optional bridges (PAI 0.3.1, drf-mcp 0.11.1) without\nback-tracking to the 1.x line. Verified aga\n[…]\n\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.12.1\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "Bumps the actions group with 2 updates in the / directory: [actions/checkout](https://github.com/actions/checkout) and [actions/upload-artifact](https://github.com/actions/upload-artifact).\n\n\nUpdates `actions/checkout` from 5 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Ch\n[…]\n-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
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"body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 48.0.0 to 48.0.1.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/48.0.0...48.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n depende\n[…]\n-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
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"headline": "Bump cryptography from 48.0.0 to 48.0.1 (#14)",
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"body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.2.1 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.2.1...1.3.1)\n\n---\nu\n[…]\n-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Artur <artur8118@gmail.com>",
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"headline": "Bump starlette from 1.2.1 to 1.3.1 (#13)",
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"body": "Bumps the python group with 7 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [django](https://github.com/django/django) | `5.2.14` | `5.2.16` |\n| [djangorestframework-mcp-server](https://github.com/Artui/djangorestframework-mcp-server) | `0.10.0` | `0.10.1` |\n| [djangores\n[…]\nype: version-update:semver-patch\n dependency-group: python\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "Bump the python group across 1 directory with 7 updates (#29)",
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"body": "* Add AGUIServer with namespaced .urls; drop get_urls\n\nReplace the free get_urls(view, ...) factory with a single instance-configured\nAGUIServer object exposing a namespaced .urls — the django.contrib.admin\nsite.urls idiom, mirroring drf-mcp's MCPServer (MOUNT, step 1 of the\nupstream-first rollout).\n[…]\n\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.12.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "* Prepare 0.11.1: adopt PAI 0.2 rename + widen drf-mcp/PAI pins\n\n* Release 0.11.1",
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"body": "…ename guard hook (#27)\n\nRemove internal plan-tracking codes (AGH-*, PAI-*, ASYNC-*, ERR-*, DUP-*,\nPROTO-*, SEC-*, VER-*, THINK-*, GATE-*) from public repo content — the\nCHANGELOG, CLAUDE.md, two source-file comments, and several test comments.\n\nDocs/metadata only: descriptive text is preserved, no \n[…]\n(or a \"Phase N\" / \"Wave N\" label) reappears in tracked\ntext, so the scrub stays enforced.\n\nTests still pass at 100% coverage; lint/types clean.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "chore: remove internal plan-step labels from public content + add cod…",
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"body": "* AGH: server robustness & perf (input caps, collision guard, perf batch)\n\nAGH-1 — input caps + thread-index limit + cheap existence probe. PATCH title\ntruncated to the model's 255 limit; new THREAD_LIST_LIMIT (default 200) + ?limit\n(ConversationStore.list gains limit=); ConversationStore.exists() a\n[…]\n\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.11.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "…ket-sharing + Release 0.10.0 (#23)\n\n* Add an authorize=/403 view seam and refuse anonymous store bucket-sharing (AUTHZ-4)\n\nTwo view-layer authorization gaps from the 2026-07-01 review.\n\nAuth seam: every mounted view (DjangoAGUIView, ToolsView, SkillsView,\nThreadsView, AttachmentsView, TranscribeVie\n[…]\n docstring documents the PATCH rename route + the caveat.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.10.0\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "AUTHZ-4: view auth seam (authorize=/403) + refuse anonymous store buc…",
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"body": "…9.0 (#22)\n\n* Add SERVICE_SPECS — drf-services specs as agent tools without an MCP hop (PAI-2)\n\nPoint DJANGO_AG_UI[\"SERVICE_SPECS\"] at a name->spec mapping and the agent calls\nthe specs in-process via djangorestframework-pydantic-ai's SpecToolset, through\ndrf-services' transport-neutral surface (dis\n[…]\n.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.9.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "…ary doc (#21)\n\nCI-1: a contract test pinning the canonical 33 AG-UI event types (asserted\nagainst ag_ui.core.EventType), so a dependency bump that adds/removes/renames\nan event fails CI. The same list is asserted in ag-ui-web-component and\ndocumented in the ecosystem architecture.md.\n\nAlso correct \n[…]\nerver-side @tool / drf-mcp tools run mid-stream and the\nx-destructive flag reaches only the LLM (open GATE-1). Test/doc only — no\nversion bump.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add AG-UI event-set contract test (CI-1) + correct the security-bound…",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-30T14:41:22Z",
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"oid": "216a3bbff56d98e1ce376a5e2cc230a95f2b2c32",
"body": "…/THINK-1) — 0.8.0 (#20)\n\n* Add voice input (transcription) and model-reasoning forwarding (VOICE-1/THINK-1)\n\nThe server halves of Wave 14's rich-turns work, cut upstream-first.\n\nVOICE-1 — a pluggable speech-to-text seam mirroring the F6 attachment shape:\n- TranscriptionBackend Protocol + NullTransc\n[…]\n.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* Release 0.8.0\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add voice input (transcription) + model-reasoning forwarding (VOICE-1…",
"author_name": "Artur",
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"body": null,
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"headline": "Release 0.7.0 (#19)",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T08:41:24Z",
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"oid": "3e02e1694d58e22b90075297c927ce5de59a9c93",
"body": "…d_attachment) (#18)\n\nLayer attachment support onto the durable-store spine, keeping the AG-UI wire\nvanilla: files upload out-of-band and travel as lightweight refs, and the agent\nreads bytes server-side via a per-request, owner-scoped read_attachment tool.\n\n- AttachmentStore Protocol (async save/op\n[…]\nttachmentStore (bytes via Django Storage, metadata in a row).\n- Docs (configuration/concepts/api/README), CHANGELOG, 100% line+branch coverage.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add server-side file uploads (AttachmentStore + AttachmentsView + rea…",
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"committed_at": "2026-06-25T08:24:51Z",
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"body": "…nance\n\nRepo hardening: secret scanning, Dependabot, SECURITY.md, CODEOWNERS",
"is_bot": false,
"headline": "Merge pull request #15 from Artui/hardening/secret-scanning-and-gover…",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T07:03:43Z",
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"body": null,
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"headline": "ci: add gitleaks secret-scan job + tests gate",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T06:11:58Z",
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"body": null,
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"headline": "ci: add gitleaks secret-scanning pre-commit hook",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T04:20:20Z",
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"body": null,
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"headline": "chore: add CODEOWNERS",
"author_name": "Artur",
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"body": null,
"is_bot": false,
"headline": "docs: add security policy",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T04:18:43Z",
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"body": null,
"is_bot": false,
"headline": "ci: add Dependabot config",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-25T04:18:42Z",
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{
"oid": "70872fb1cc9370a8cf08a440ec98e434e9aa5d89",
"body": "Document the thread-history drawer + reference store",
"is_bot": false,
"headline": "Merge pull request #12 from Artui/docs/thread-history",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-24T13:03:29Z",
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"oid": "061df269d7f2ceba067e2f7adc9d0dcea9b0962a",
"body": "The 0.6.0 thread-index feature shipped with a CHANGELOG entry and API\nreference but not the narrative docs. Fill that gap:\n\n- README + docs/index: add the thread-history feature to the bullet lists.\n- docs/concepts: note list/rename on the ConversationStore Protocol, and add\n \"Thread history\" (Conv\n[…]\nonfiguration: document enabling DefaultConversationStore + the threads\n endpoints under CONVERSATION_STORE.\n\nDocs-only; mkdocs --strict green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Document the thread-history drawer + reference store",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-24T12:54:40Z",
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"oid": "fa191e2f6553e6fb121506a8f39778635687da02",
"body": "Add a server-side thread index for the chat-history drawer (0.6.0)",
"is_bot": false,
"headline": "Merge pull request #11 from Artui/feat/thread-index",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-24T12:36:14Z",
"body_truncated": false,
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{
"oid": "7916876132cdc1d7dd7706bacd21d85b13c3c32c",
"body": null,
"is_bot": false,
"headline": "Release 0.6.0",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-24T11:00:59Z",
"body_truncated": false,
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{
"oid": "9ae1b92a38f8daec089cf4e3d8c6d97a7094caa2",
"body": "A new django_ag_ui.contrib.store app ships a StoredConversation model +\nmigration and DefaultConversationStore, a ModelConversationStore subclass\nimplementing fetch/store/remove/list/rename against it. title/preview/updated_at\nare denormalised columns so the thread-list query never loads message bod\n[…]\nkage still ships no model, so projects that don't opt in get no migration.\n\n215 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add opt-in reference durable conversation store",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-24T10:59:00Z",
"body_truncated": true,
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"oid": "f667a19a9c1a99412fc74909ac6f35241c236d83",
"body": "ConversationStore gains rename(thread_id, title, *, request).\nDjangoSessionConversationStore persists the title (it overrides the derived\none in list); ModelConversationStore adds a _rename(thread_id, title, owner_id)\nhook defaulting to a no-op (override with a title column); NullConversationStore\ni\n[…]\n00, a missing or cross-owner thread is 404, success returns\nthe new title.\n\n205 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add thread rename (PATCH) to the thread index",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-24T10:59:00Z",
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"oid": "e0091328611cf4ec714b71b9b452b87182ab5606",
"body": "ConversationStore gains an async list(*, request) returning owner-scoped\nConversationMeta (thread_id, title, updated_at, preview) — metadata only,\nno message bodies, so a thread list stays cheap. NullConversationStore lists\nnothing; DjangoSessionConversationStore enumerates the session's own threads\n[…]\nies the same require_authenticated / get_user auth seam as\nDjangoAGUIView.\n\n195 tests, 100% line+branch; ruff + ty + mkdocs --strict all green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add server-side thread index for the chat-history drawer",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-24T10:59:00Z",
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"oid": "a578334bafa564b9fd82945693d9fb890ebbc7a7",
"body": "Route the drf-mcp bridge through drf-mcp's public in-process surface (0.5.0)",
"is_bot": false,
"headline": "Merge pull request #10 from Artui/feat/bridge-public-transport-surface",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-23T20:43:15Z",
"body_truncated": false,
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{
"oid": "2f02b25b3ead024e48edaa6e662b9d8ef5e43ada",
"body": null,
"is_bot": false,
"headline": "Release 0.5.0",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-23T20:20:42Z",
"body_truncated": false,
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{
"oid": "a4c3c3d436d8ff6c13e1ea38a58d65ca3d4a43a4",
"body": "DrfMcpToolset now lists tools via MCPServer.list_tools and executes them via\nMCPServer.acall_tool — drf-mcp's transport-complete in-process methods — passing\nthe Django request + request.user so the call context is built inside drf-mcp.\nThe bridge no longer imports the leaf-internal handle_tools_lis\n[…]\n\nBehaviour is unchanged (same merged inputSchema, serializer validation,\npermissions, and error mapping). Bumps the drf-mcp pin to >=0.9,<0.10.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Route the drf-mcp bridge through drf-mcp's public in-process surface",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-23T20:20:35Z",
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{
"oid": "29a17f7980bdcbe79275d8662178a833827f031f",
"body": "Cancel / stop a run: guaranteed teardown, partial persistence, audit (0.4.0)",
"is_bot": false,
"headline": "Merge pull request #9 from Artui/feat/cancel-run",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-14T10:44:50Z",
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{
"oid": "732cc6050fb94d8a33fcb1544b0075c6e5df284d",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Release 0.4.0",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-12T19:35:32Z",
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{
"oid": "344cf3d7757c1f861670a01af9dfec8efc5c17f4",
"body": "AG-UI has no server-side cancel route - the client aborts the streaming\nrequest and the server observes a disconnect (CancelledError inside the\nchain under Django's ASGI handler, or GeneratorExit when the stream is\naclosed). The view now composes its stream by hand and wraps it in a\nteardown-aware g\n[…]\nditEvent\n(tool_name=\"agent.run\", success=False, error=\"cancelled: ...\") on the\nexisting record() surface, and always re-raises the cancellation.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Handle client-disconnect cancellation of a run explicitly",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-12T19:35:17Z",
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{
"oid": "10e817ebe07038ccacd3ad46bbc66217e5e67fe4",
"body": "Release 0.3.1 — auth + bridge hardening (get_user, ASYNC-1, SEC-6, ERR-2, DUP-1, VER-2, PROTO-1)",
"is_bot": false,
"headline": "Merge pull request #8 from Artui/release/0.3.1",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-10T19:25:53Z",
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{
"oid": "1a379e55dcbd54c86d0800f4e12a4b1689b72bb8",
"body": "All 152 tests passed on 3.11 but the coverage gate failed: the C tracer\n(pre-sys.monitoring) intermittently drops the bridge coroutine's frames\nwhen the call rides drf-mcp's real executor hop, leaving the ModelRetry\nbranch \"uncovered\" even though it demonstrably runs. Restructured the\nmulti-line rai\n[…]\nation test (monkeypatched handler, no executor hop)\nthat records reliably on every version. Verified 100% locally on 3.10,\n3.11, 3.12, and 3.14.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Make the isError validation branch coverage-stable on Python 3.11",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-10T19:22:20Z",
"body_truncated": true,
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"oid": "3578541770e11755547f029a4793f283c6084935",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Release 0.3.1",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-10T19:11:22Z",
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{
"oid": "2a81f2de724be9e56c6ecf97e7b3d4fc55204ce3",
"body": "…2, PROTO-1)\n\nRelease 4 of the ecosystem plan:\n\n- get_user accepts sync or async callables; sync hooks run off the\n event loop (thread-sensitive sync_to_async) so ORM token->user\n lookups work; async hooks are actually awaited; a sync hook\n returning a coroutine is consumed, never leaked onto req\n[…]\nf-mcp extra pinned >=0.7,<0.8.\n- PROTO-1: the bridge advertises drf-mcp's own first supported\n protocol version instead of a hardcoded literal.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Auth + bridge hardening (get_user, ASYNC-1, SEC-6, ERR-2, DUP-1, VER-…",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-10T19:11:21Z",
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"oid": "f0bb3d2bfcda2e8cd12487721359e8c34d79cfe1",
"body": "Remove local filesystem path from CLAUDE.md",
"is_bot": false,
"headline": "Merge pull request #7 from Artui/chore/remove-local-paths",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-10T18:54:21Z",
"body_truncated": false,
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"oid": "4d610bd9279426120bad4f2a09507859b71a1350",
"body": "A pygrep hook failing any commit that introduces an absolute /Users/\npath or the personal handle, so local-workspace traces can't re-enter\nthe repo. The pre-commit config itself is excluded (it contains the\npattern by definition).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add forbid-local-paths pre-commit guard",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-10T18:52:40Z",
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"oid": "c2270433a19b6800f826439f9fb820070ee62b55",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Remove local filesystem path from CLAUDE.md",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-10T18:47:46Z",
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"oid": "3bed534a036e39e1edfda58d87678517c157d57b",
"body": "Release 0.3.0",
"is_bot": false,
"headline": "Merge pull request #6 from Artui/release/0.3.0",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-03T12:46:54Z",
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{
"oid": "17dc95125849f5acc18fbb2f2c2db0c72772d4ec",
"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Release 0.3.0",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-03T12:40:34Z",
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{
"oid": "09f61e98ff55f9f694b4eaf726f45b447d1e8021",
"body": "- ToolsView + get_urls(view, tools=registry) mount a read-only <prefix>tools/\n catalog (GET, JSON) for the web component's data-tools-url.\n- build_tool_catalog enumerates the @tool registry + (when DRF_MCP_SERVER is set)\n the drf-mcp bindings, returning [{name, summary, description?}]. summary\n f\n[…]\nfiguration/installation/index/README) + CHANGELOG.\n\n127 tests, 100% line+branch coverage; ruff + ty clean; mkdocs --strict passes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Tool-metadata catalog endpoint (ToolsView) + drf-mcp>=0.6.1",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-03T12:40:18Z",
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"oid": "4b6d9dc6eadab765cb5d86c811053b52533bfa4e",
"body": "Release 0.2.2",
"is_bot": false,
"headline": "Merge pull request #4 from Artui/release/0.2.2",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-02T14:25:15Z",
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{
"oid": "aaf3d9cddca5050c9e5a41ed90b610cb079eb293",
"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Release 0.2.2",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-02T14:18:43Z",
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{
"oid": "5bd38c622a6c5f5b6be8666c3b7d69db6b62bacd",
"body": "…e client\n\nDrfMcpToolset extended ExternalToolset, which stamps every tool kind=\"external\".\nPydantic-AI defers external tools — the AGUIAdapter yields the call to the client\nand finishes the run, so the toolset's call_tool (the real in-process executor\nvia handle_tools_call_async) was never invoked.\n[…]\nest called call_tool directly, bypassing the bug).\n\n121 tests, 100% line+branch coverage; ruff + ty clean; mkdocs --strict passes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "drf-mcp: execute tools in-process (kind=function), not deferred to th…",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-02T14:18:25Z",
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{
"oid": "a29cd1c125a86fa255c5e96d37315492b13cfaf5",
"body": "Release 0.2.1",
"is_bot": false,
"headline": "Merge pull request #3 from Artui/release/0.2.1",
"author_name": "Artur",
"author_login": "Artui",
"committed_at": "2026-06-02T13:34:21Z",
"body_truncated": false,
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},
{
"oid": "05f02bc64a8f20d7834832bdecdf9bf446e64c8f",
"body": "…rializer\n\nDrfMcpToolset re-derived each tool's parameters from binding.spec.input_serializer\nonly, dropping everything drf-mcp's own tools/list merges in — most importantly a\nselector tool's filter / ordering / pagination arguments, plus the\nadditionalProperties policy. The agent therefore couldn't\n[…]\nlogic instead of re-implementing\none branch of it.\n\n120 tests, 100% line+branch coverage; ruff + ty clean; mkdocs --strict passes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "drf-mcp bridge: advertise the full tools/list schema, not just the se…",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-02T13:22:15Z",
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{
"oid": "f7e0d88e64f48568f849b0e1fa62ca0d56f20b2c",
"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Release 0.2.1",
"author_name": "Artur Veres",
"author_login": "Artui",
"committed_at": "2026-06-02T13:04:15Z",
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},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"packages": [
"django-ag-ui"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 3070
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "3,070 downloads/month across pypi",
"points": 46.5,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 3070,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 50,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"merged_prs": 40,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 8
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "40/48 decided PRs merged",
"points": 31.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 40,
"decided": 48
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/25 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"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": 49,
"inputs": {
"followers": 12,
"owner_type": "User",
"is_verified": null,
"owner_login": "Artui",
"public_repos": 17,
"account_age_days": 3935
},
"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": "12 followers of Artui",
"points": 8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 12,
"login": "Artui"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "17 public repos, account ~10 yr old",
"points": 21.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 17
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"django-ag-ui"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"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 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "30 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 30
}
}
],
"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": "excellent",
"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "moderate",
"name": "Security",
"value": 54,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 43,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.3
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/25 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"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": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 111 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 111
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 6,
"affected_packages": 2,
"assessed_packages": 111,
"unassessed_packages": 0,
"affected_by_severity": "high 1, moderate 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 111,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"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": "excellent",
"name": "AI Readiness",
"value": 87,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.844,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 10297
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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": "65 of 77 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 65,
"sampled": 77
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 90,
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}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.