Public recordGood
Software health reportschema 0.14.0 · metrics 1.13.0 · 2026-07-18 23:58 UTC
dapr / python-sdk
Dapr SDK for Python
dapr/python-sdk holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (90/100) and lowest on Security (61/100). It was last updated 1 day ago. 4 contributors account for most of its recent work.
77
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.
77
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
DaprOrganization
1,942 followers45 public repossince Jun 2019
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 | dapr | 1.18.3 | - | 76 | 3 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
90
Development activity
92Excellent
How it's scored
| 36/36 | Push recency — last push 1 days ago |
| 27.7/36 | Commit cadence — 40/52 weeks with commits |
| 18/18 | Commit volume — 167 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 167 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 40 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 13 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 3 days ago |
| 27/27 | Release cadence — a release every ~14.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 13 |
| latest_release_tag | v1.18.3 |
| releases_from_tags | yes |
| days_since_latest_release | 3 |
| mean_days_between_releases | 14.2 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
71
Popularity & adoption
65Moderate
How it's scored
| 39.4/60 | Stars — 270 stars |
| 18.1/25 | Forks — 148 forks |
| 7.7/15 | Watchers — 25 watchers |
Inputs used
| forks | 148 |
| stars | 270 |
| watchers | 25 |
| 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 (Apache-2.0) |
| 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 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
87
How it's scored
| 43.2/54 | Bus factor — 4 contributor(s) cover half of all commits |
| 17.4/22.5 | Commit distribution — top contributor authored 23% of commits |
| 13.5/13.5 | Contributor breadth — 93 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations |
Inputs used
| bus_factor | 4 |
| contributors_sampled | 93 |
| top_contributor_share | 0.226 |
Issue & PR responsiveness
90Excellent
How it's scored
| 44.6/46.8 | Issue resolution — 95% of issues closed |
| 30.5/38.3 | PR acceptance — 656/822 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 656 |
| open_issues | 15 |
| closed_issues | 314 |
| issue_closed_ratio | 0.954 |
| closed_unmerged_prs | 166 |
Ownership & stewardship
78Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 23.6/25 | Owner reach — 1,942 followers of dapr |
| 24.1/25 | Track record — 45 public repos, account ~7 yr old |
Inputs used
| followers | 1,942 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dapr |
| public_repos | 45 |
| account_age_days | 2,588 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 3 days ago |
| 20/20 | Version history — 76 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | dapr |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 3 |
Engineering Quality
Are baseline engineering and documentation practices in place?
71
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 7 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 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 | no |
| has_precommit_config | no |
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?
61
Security posture
61Moderate
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 — 30 out of 30 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 14 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 13 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 — no data |
| 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 | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 6.1 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
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.
79
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, dapr/ext/fastapi/AGENTS.md, dapr/ext/flask/AGENTS.md, dapr/ext/grpc/AGENTS.md, dapr/ext/langgraph/AGENTS.md, dapr/ext/strands/AGENTS.md, dapr/ext/workflow/AGENTS.md, examples/AGENTS.md, tests/integration/AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md, dapr/ext/fastapi/AGENTS.md, dapr/ext/flask/AGENTS.md, dapr/ext/grpc/AGENTS.md, dapr/ext/langgraph/AGENTS.md, dapr/ext/strands/AGENTS.md, dapr/ext/workflow/AGENTS.md, examples/AGENTS.md, tests/integration/AGENTS.md |
| agent_instruction_max_bytes | 17,323 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — dapr/ext/fastapi/py.typed, dapr/ext/flask/py.typed, dapr/ext/grpc/py.typed, dapr/ext/langgraph/py.typed, dapr/ext/workflow/py.typed, dapr/py.typed, flask_dapr/py.typed |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 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 | yes |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | yes |
| has_linter_config | no |
| typecheck_configs | dapr/ext/fastapi/py.typed, dapr/ext/flask/py.typed, dapr/ext/grpc/py.typed, dapr/ext/langgraph/py.typed, dapr/ext/workflow/py.typed, dapr/py.typed, flask_dapr/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (dapr/ext/fastapi/py.typed, dapr/ext/flask/py.typed, dapr/ext/grpc/py.typed, dapr/ext/langgraph/py.typed, dapr/ext/workflow/py.typed, dapr/py.typed, flask_dapr/py.typed) |
| 53.9/55 | Manageable file sizes — 8/413 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 145,601 |
| source_files_sampled | 413 |
| oversized_source_files | 8 |
Machine-readable interfaces
100Excellent
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — examples/grpc_proxying/proto/helloworld_service.proto, examples/invoke-custom-data/proto/response.proto |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | examples/grpc_proxying/proto/helloworld_service.proto, examples/invoke-custom-data/proto/response.proto |
Key facts
270GitHub stars
93contributors
167commits, last 12 months
1days since last push
13releases
4bus factor
15open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 6.1 / 10
6.1aggregate
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 |
| 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 | 30 out of 30 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 14 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 13 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 |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
Direct dependencies 6
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | protobuf | >=6.33.5,<8.0.0 | pyproject.toml |
| PyPI | grpcio | >=1.81.1,<2.0.0 | pyproject.toml |
| PyPI | grpcio-status | >=1.81.1,<2.0.0 | pyproject.toml |
| PyPI | aiohttp | >=3.9.5,<4.0.0 | pyproject.toml |
| PyPI | python-dateutil | >=2.8.1,<3.0.0 | pyproject.toml |
| PyPI | typing-extensions | >=4.4.0,<5.0.0 | pyproject.toml |
All dependencies 148
Full resolved dependency set from the GitHub dependency graph: 6 direct and 142 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | aiohttp | 3.14.1 | direct |
| PyPI | grpcio | 1.82.1 | direct |
| PyPI | grpcio-status | 1.81.1 | direct |
| PyPI | protobuf | 6.33.5 | direct |
| PyPI | python-dateutil | 2.9.0.post0 | direct |
| PyPI | typing-extensions | 4.16.0 | direct |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.12.1 | indirect |
| PyPI | ast-serialize | 0.6.0 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | attrs | 25.4.0 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | blinker | 1.9.0 | indirect |
| PyPI | boto3 | 1.42.67 | indirect |
| PyPI | botocore | 1.42.67 | indirect |
| PyPI | certifi | 2026.2.25 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.5 | indirect |
| PyPI | click | 8.3.1 | indirect |
| PyPI | cloudevents | 1.12.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | — | indirect |
| PyPI | coverage | 7.15.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | dapr | — | indirect |
| PyPI | deprecation | 2.1.0 | indirect |
| PyPI | docstring-parser | 0.17.0 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | fastapi | 0.139.0 | indirect |
| PyPI | flask | — | indirect |
| PyPI | flask | 3.1.3 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | googleapis-common-protos | 1.73.0 | indirect |
| PyPI | grpcio-tools | 1.76.0 | indirect |
| PyPI | grpcio-tools | 1.81.1 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | — | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.3 | indirect |
| PyPI | idna | 3.11 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | itsdangerous | 2.2.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jmespath | 1.1.0 | indirect |
| PyPI | jsonpatch | 1.33 | indirect |
| PyPI | jsonpointer | 3.0.0 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | langchain | 1.3.11 | indirect |
| PyPI | langchain-core | — | indirect |
| PyPI | langchain-core | 1.4.8 | indirect |
| PyPI | langchain-ollama | — | indirect |
| PyPI | langchain-ollama | 1.1.0 | indirect |
| PyPI | langchain-protocol | 0.0.18 | indirect |
| PyPI | langgraph | — | indirect |
| PyPI | langgraph | 1.2.6 | indirect |
| PyPI | langgraph-checkpoint | 4.1.1 | indirect |
| PyPI | langgraph-prebuilt | 1.1.0 | indirect |
| PyPI | langgraph-sdk | 0.4.2 | indirect |
| PyPI | langsmith | 0.8.18 | indirect |
| PyPI | librt | 0.13.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mcp | — | indirect |
| PyPI | mcp | 1.28.1 | indirect |
| PyPI | mechanical-markdown | 0.8.0 | indirect |
| PyPI | mistune | 3.3.0 | indirect |
| PyPI | msgpack | 1.2.1 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | mypy | — | indirect |
| PyPI | mypy | 2.2.0 | indirect |
| PyPI | mypy-extensions | — | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | mypy-protobuf | 5.0.0 | indirect |
| PyPI | ollama | 0.6.1 | indirect |
| PyPI | opentelemetry-api | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-zipkin | — | indirect |
| PyPI | opentelemetry-exporter-zipkin | 1.11.1 | indirect |
| PyPI | opentelemetry-exporter-zipkin-json | 1.11.1 | indirect |
| PyPI | opentelemetry-exporter-zipkin-proto-http | 1.11.1 | indirect |
| PyPI | opentelemetry-instrumentation | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-grpc | — | indirect |
| PyPI | opentelemetry-instrumentation-grpc | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-threading | 0.64b0 | indirect |
| PyPI | opentelemetry-sdk | — | indirect |
| PyPI | opentelemetry-sdk | 1.43.0 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | indirect |
| PyPI | orjson | 3.11.7 | indirect |
| PyPI | ormsgpack | 1.12.2 | indirect |
| PyPI | packaging | 26.0 | indirect |
| PyPI | pathspec | 1.0.4 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | propcache | 0.4.1 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic | — | indirect |
| PyPI | pydantic | 2.13.3 | indirect |
| PyPI | pydantic-core | 2.46.3 | indirect |
| PyPI | pydantic-settings | 2.14.2 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyjwt | 2.13.0 | indirect |
| PyPI | pyopenssl | — | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-asyncio | 1.4.0 | indirect |
| PyPI | python-dotenv | — | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | python-multipart | 0.0.31 | indirect |
| PyPI | python-ulid | 3.1.0 | indirect |
| PyPI | pywin32 | 311 | indirect |
| PyPI | pyyaml | — | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | redis | 8.0.1 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | requests | 2.33.0 | indirect |
| PyPI | requests-toolbelt | 1.0.0 | indirect |
| PyPI | rpds-py | 0.30.0 | indirect |
| PyPI | ruff | 0.14.1 | indirect |
| PyPI | ruff | 0.15.19 | indirect |
| PyPI | s3transfer | 0.16.0 | indirect |
| PyPI | setuptools | 82.0.1 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sse-starlette | 3.3.2 | indirect |
| PyPI | starlette | 1.3.1 | indirect |
| PyPI | strands-agents | 1.46.0 | indirect |
| PyPI | tenacity | 9.1.4 | indirect |
| PyPI | termcolor | 3.3.0 | indirect |
| PyPI | tomli | 2.4.0 | indirect |
| PyPI | tox | — | indirect |
| PyPI | types-grpcio | 1.0.0.20251009 | indirect |
| PyPI | types-grpcio-status | 1.0.0.20250506 | indirect |
| PyPI | types-protobuf | 6.32.1.20260221 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20260305 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | uuid-utils | 0.14.1 | indirect |
| PyPI | uvicorn | 0.51.0 | indirect |
| PyPI | watchdog | 6.0.0 | indirect |
| PyPI | websockets | 15.0.1 | indirect |
| PyPI | werkzeug | 3.1.6 | indirect |
| PyPI | wheel | — | indirect |
| PyPI | wheel | 0.46.3 | indirect |
| PyPI | wrapt | 1.17.3 | indirect |
| PyPI | xxhash | 3.6.0 | indirect |
| PyPI | yarl | 1.23.0 | indirect |
| PyPI | zstandard | 0.25.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 10823,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 6967,
"Python": 2949845,
"Dockerfile": 3475
},
"pushed_at": "2026-07-17T06:15:20Z",
"created_at": "2019-06-21T15:51:20Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T06:15:24Z",
"description": "Dapr SDK for Python",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://dapr.io",
"name": "Dapr",
"type": "Organization",
"login": "dapr",
"company": null,
"location": null,
"followers": 1942,
"avatar_url": "https://avatars.githubusercontent.com/u/51932459?v=4",
"created_at": "2019-06-17T21:50:10Z",
"is_verified": null,
"public_repos": 45,
"account_age_days": 2588
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 13,
"commits_last_year": 167,
"latest_release_at": "2026-07-15T14:31:58Z",
"latest_release_tag": "v1.18.3",
"releases_from_tags": true,
"days_since_last_push": 1,
"active_weeks_last_year": 40,
"days_since_latest_release": 3,
"mean_days_between_releases": 14.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 62,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "dapr",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3.10",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "openssf_scorecard_ci_tests",
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"status": "met",
"details": [],
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}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"homepage": null,
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"has_docs_dir": true,
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{
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"detail": null,
"points": 30,
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{
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"points": 25,
"status": "met",
"details": [],
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{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
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},
{
"key": "topics",
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"points": 0,
"status": "missed",
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},
{
"key": "wiki",
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"points": 10,
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]
}
],
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{
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"weight": 0.16,
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"notes": [
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"components": [
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},
{
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"points": 0,
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},
{
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"status": "missed",
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},
{
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},
{
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"points": 2.5,
"status": "met",
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "fuzzing",
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"points": 0,
"status": "missed",
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},
{
"key": "license",
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"points": 2.5,
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"max_points": 2.5
},
{
"key": "maintained",
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"points": 7.5,
"status": "met",
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},
{
"key": "packaging",
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}
],
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{
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"status": "missed",
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
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"points": 0,
"status": "missed",
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},
{
"key": "signed_releases",
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}
],
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{
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"points": 0,
"status": "missed",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
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}
]
},
{
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"notes": [
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}
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"components": [
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}
],
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],
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},
{
"key": "ai_readiness",
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"value": 79,
"weight": 0,
"metrics": [
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"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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{
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"dapr/ext/grpc/AGENTS.md",
"dapr/ext/langgraph/AGENTS.md",
"dapr/ext/strands/AGENTS.md",
"dapr/ext/workflow/AGENTS.md",
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"points": 45,
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],
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{
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"status": "missed",
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},
{
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}
],
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"points": 22,
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{
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{
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],
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "excluded",
"details": [
{
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"params": {}
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},
{
"key": "automated_maintenance",
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"points": 5,
"status": "partial",
"details": [
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"params": {}
}
],
"max_points": 8
},
{
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"status": "missed",
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}
]
},
{
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"note": null,
"notes": [],
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"source_files_sampled": 413,
"oversized_source_files": 8
},
"components": [
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}
],
"max_points": 45
},
{
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"points": 53.9,
"status": "partial",
"details": [
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"sampled": 413,
"oversized": 8
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"max_points": 55
}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 100,
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"points": 40,
"status": "met",
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"code": "file_list",
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{
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},
{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T23:58:43.281348Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dapr/python-sdk.svg",
"full_name": "dapr/python-sdk",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v1.13.0, schema v0.14.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.