Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-14 14:53 UTC
app-sre / qontract-reconcile
CLI tool to reconcile services with their desired state as defined in App-Interface
app-sre/qontract-reconcile holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (84/100) and lowest on Engineering Quality (52/100). It was last updated today. 4 contributors account for most of its recent work.
64
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.
64
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
AppSREOrganization
91 followers140 public repossince Sep 2018
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 | qontract-reconcile | 0.10.1 | 41,390 | 2,928 | 581 days ago |
| PyPI | qontract-api-client | 0.1.0 | 854 | 1 | 159 days ago |
| PyPI | qontract-utils | 0.1.0 | 851 | 1 | 159 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
60
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 480 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 480 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release discipline
1Critical
How it's scored
| 0/27 | Ships releases — no releases published |
| 0/36 | Release recency — no releases |
| 0/27 | Release cadence — no releases |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 0 |
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?
56
Popularity & adoption
48At risk
How it's scored
| 25.2/60 | Stars — 37 stars |
| 16.8/25 | Forks — 106 forks |
| 5.8/15 | Watchers — 12 watchers |
Inputs used
| forks | 106 |
| stars | 37 |
| watchers | 12 |
| 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 (Apache-2.0) |
| 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 |
How it's scored
| 61.8/80 | Monthly downloads — 43,095 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | qontract-reconcile, qontract-api-client, qontract-utils |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 43,095 |
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?
84
How it's scored
| 43.2/54 | Bus factor — 4 contributor(s) cover half of all commits |
| 15/22.5 | Commit distribution — top contributor authored 33% of commits |
| 13.5/13.5 | Contributor breadth — 62 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations |
Inputs used
| bus_factor | 4 |
| contributors_sampled | 62 |
| top_contributor_share | 0.333 |
Issue & PR responsiveness
89Excellent
How it's scored
| 38.9/46.8 | Issue resolution — 83% of issues closed |
| 34.9/38.3 | PR acceptance — 5,110/5,598 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 5,110 |
| open_issues | 3 |
| closed_issues | 15 |
| issue_closed_ratio | 0.833 |
| closed_unmerged_prs | 488 |
Ownership & stewardship
69Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 14.1/25 | Owner reach — 91 followers of app-sre |
| 25/25 | Track record — 140 public repos, account ~7 yr old |
Inputs used
| followers | 91 |
| owner_type | Organization |
| is_verified | — |
| owner_login | app-sre |
| public_repos | 140 |
| account_age_days | 2,864 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 3 package(s) on pypi |
| 35/35 | Publish recency — latest publish 159 days ago |
| 20/20 | Version history — 2,928 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | qontract-reconcile, qontract-api-client, qontract-utils |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 159 |
Engineering Quality
Are baseline engineering and documentation practices in place?
52
Engineering practices
26Critical
How it's scored
| 0/24 | CI workflows |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard: CI-Tests — 3 out of 30 merged PRs checked by a CI test -- score normalized to 1 |
Inputs used
| has_ci | no |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://quay.io/repository/redhat-services-prod/app-sre-tenant/qontract-reconcile-master/qontract-reconcile-master |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://quay.io/repository/redhat-services-prod/app-sre-tenant/qontract-reconcile-master/qontract-reconcile-master |
| 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?
63
Security posture
63Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 0.2/2.5 | CI-Tests — 3 out of 30 merged PRs checked by a CI test -- score normalized to 1 |
| 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 19 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — no data |
| 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 1 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — no data |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 6.3 |
Excluded from scoring (no data or not applicable): branch_protection, dangerous_workflow, packaging, signed_releases, token_permissions. 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.
76
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.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 |
| agent_instruction_max_bytes | 7,858 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
87Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, opa/Makefile, qontract_api/Makefile, qontract_api_client/Makefile, qontract_utils/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — qontract_api/qontract_api/py.typed, qontract_api_client/qontract_api_client/py.typed, qontract_utils/qontract_utils/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile, opa/Makefile, qontract_api/Makefile, qontract_api_client/Makefile, qontract_utils/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | qontract_api/qontract_api/py.typed, qontract_api_client/qontract_api_client/py.typed, qontract_utils/qontract_utils/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (qontract_api/qontract_api/py.typed, qontract_api_client/qontract_api_client/py.typed, qontract_utils/qontract_utils/py.typed) |
| 54.7/55 | Manageable file sizes — 9/1,478 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 308,179 |
| source_files_sampled | 1,478 |
| oversized_source_files | 9 |
Machine-readable interfaces
40At risk
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — qontract_api/openapi.json |
| 0/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | no |
| api_schema_files | qontract_api/openapi.json |
Key facts
37GitHub stars
62contributors
480commits, last 12 months
0days since last push
0releases
4bus factor
3open issues
PyPIpackage ecosystems
Data collection warnings
- Could not fetch pypi package 'qontract-api' from its registry
More detail
OpenSSF Scorecard 6.3 / 10
6.3aggregate
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 |
| 1 | CI-Tests | 3 out of 30 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 19 contributing companies or organizations |
| n/a | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 1 | SAST | SAST tool is not run on all commits -- score normalized to 1 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| n/a | Token-Permissions | No tokens found |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Direct dependencies 80
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | anymarkup | ==0.8.1 | pyproject.toml |
| PyPI | boto3 | ==1.43.10 | pyproject.toml |
| PyPI | botocore | ==1.43.10 | pyproject.toml |
| PyPI | Click | >=7.0,<9.0 | pyproject.toml |
| PyPI | croniter | ==6.2.2 | pyproject.toml |
| PyPI | dateparser | ==1.4.0 | pyproject.toml |
| PyPI | deepdiff | ==9.1.0 | pyproject.toml |
| PyPI | dnspython | ~=2.1 | pyproject.toml |
| PyPI | dt | ==1.1.73 | pyproject.toml |
| PyPI | filetype | ~=1.2.0 | pyproject.toml |
| PyPI | gql | ==4.0.0 | pyproject.toml |
| PyPI | hvac | ==2.4.0 | pyproject.toml |
| PyPI | jenkins-job-builder | ==6.4.4 | pyproject.toml |
| PyPI | Jinja2 | >=2.10.1,<3.2.0 | pyproject.toml |
| PyPI | jira | ==3.10.5 | pyproject.toml |
| PyPI | jsonpatch | ~=1.33 | pyproject.toml |
| PyPI | jsonpath-ng | ==1.7.0 | pyproject.toml |
| PyPI | jsonpointer | ==3.1.1 | pyproject.toml |
| PyPI | kubernetes | ==35.0.0 | pyproject.toml |
| PyPI | ldap3 | >=2.9.1,<2.10.0 | pyproject.toml |
| PyPI | networkx | ~=3.6 | pyproject.toml |
| PyPI | prometheus-client | ~=0.8 | pyproject.toml |
| PyPI | psycopg2-binary | ~=2.9 | pyproject.toml |
| PyPI | pydantic | ~=2.13.0 | pyproject.toml |
| PyPI | PyGithub | >=1.58,<1.59 | pyproject.toml |
| PyPI | pyjwt | ~=2.7 | pyproject.toml |
| PyPI | pyOpenSSL | ~=26.2 | pyproject.toml |
| PyPI | pypd | >=1.1.0,<1.2.0 | pyproject.toml |
| PyPI | python-gitlab | ==6.0.0 | pyproject.toml |
| PyPI | requests-oauthlib | ~=2.0 | pyproject.toml |
| PyPI | requests | ~=2.32 | pyproject.toml |
| PyPI | rich | ==15.0.0 | pyproject.toml |
| PyPI | semver | ~=3.0 | pyproject.toml |
| PyPI | sendgrid | ==6.12.5 | pyproject.toml |
| PyPI | sentry-sdk | ~=2.0 | pyproject.toml |
| PyPI | setuptools | ==80.8.0 | pyproject.toml |
| PyPI | slack_sdk | >=3.10,<4.0 | pyproject.toml |
| PyPI | sretoolbox | ==4.0.1 | pyproject.toml |
| PyPI | tabulate | ==0.10.0 | pyproject.toml |
| PyPI | terrascript | ==0.9.0 | pyproject.toml |
| PyPI | UnleashClient | ==6.7.0 | pyproject.toml |
| PyPI | urllib3 | ~=2.2 | pyproject.toml |
| PyPI | yamllint | ==1.38.0 | pyproject.toml |
| PyPI | qontract-api-client | — | pyproject.toml |
| PyPI | qontract-utils | — | pyproject.toml |
| PyPI | cachetools | ==7.1.3 | qontract_api/pyproject.toml |
| PyPI | celery | ==5.6.3 | qontract_api/pyproject.toml |
| PyPI | fastapi | ==0.136.1 | qontract_api/pyproject.toml |
| PyPI | faststream | ==0.6.7 | qontract_api/pyproject.toml |
| PyPI | prometheus-client | ==0.25.0 | qontract_api/pyproject.toml |
| PyPI | prometheus-fastapi-instrumentator | ==7.1.0 | qontract_api/pyproject.toml |
| PyPI | pydantic-settings | ==2.14.1 | qontract_api/pyproject.toml |
| PyPI | pydantic | ==2.13.4 | qontract_api/pyproject.toml |
| PyPI | python-jose | ==3.5.0 | qontract_api/pyproject.toml |
| PyPI | qontract-api-client | — | qontract_api/pyproject.toml |
| PyPI | qontract-utils | — | qontract_api/pyproject.toml |
| PyPI | redis | ==7.4.0 | qontract_api/pyproject.toml |
| PyPI | sentry-sdk | ==2.60.0 | qontract_api/pyproject.toml |
| PyPI | structlog | ==25.5.0 | qontract_api/pyproject.toml |
| PyPI | uvicorn | ==0.47.0 | qontract_api/pyproject.toml |
| PyPI | clientele | ==2.2.2 | qontract_api_client/pyproject.toml |
| PyPI | boto3 | ==1.43.10 | qontract_utils/pyproject.toml |
| PyPI | botocore | ==1.43.10 | qontract_utils/pyproject.toml |
| PyPI | cloudevents | ==2.0.0 | qontract_utils/pyproject.toml |
| PyPI | faststream | ==0.6.7 | qontract_utils/pyproject.toml |
| PyPI | httpxyz | ==0.31.2 | qontract_utils/pyproject.toml |
| PyPI | hvac | ==2.4.0 | qontract_utils/pyproject.toml |
| PyPI | ldap3 | >=2.9.1,<2.10.0 | qontract_utils/pyproject.toml |
| PyPI | lightkube | ==0.22.0 | qontract_utils/pyproject.toml |
| PyPI | pagerduty | ==6.2.1 | qontract_utils/pyproject.toml |
| PyPI | prometheus-client | ==0.25.0 | qontract_utils/pyproject.toml |
| PyPI | pydantic | ==2.13.4 | qontract_utils/pyproject.toml |
| PyPI | pygithub | ==1.58.2 | qontract_utils/pyproject.toml |
| PyPI | python-gitlab | ==6.0.0 | qontract_utils/pyproject.toml |
| PyPI | redis | ==7.4.0 | qontract_utils/pyproject.toml |
| PyPI | requests | ==2.34.2 | qontract_utils/pyproject.toml |
| PyPI | ruamel-yaml | ==0.19.1 | qontract_utils/pyproject.toml |
| PyPI | slack_sdk | ==3.42.0 | qontract_utils/pyproject.toml |
| PyPI | stamina | ==26.1.0 | qontract_utils/pyproject.toml |
| PyPI | structlog | ==25.5.0 | qontract_utils/pyproject.toml |
All dependencies 240
Full resolved dependency set from the GitHub dependency graph: 65 direct and 175 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | anymarkup | 0.8.1 | direct |
| PyPI | boto3 | 1.43.10 | direct |
| PyPI | botocore | 1.43.10 | direct |
| PyPI | cachetools | 7.1.3 | direct |
| PyPI | celery | 5.6.3 | direct |
| PyPI | click | 8.4.2 | direct |
| PyPI | clientele | 2.2.2 | direct |
| PyPI | cloudevents | 2.0.0 | direct |
| PyPI | croniter | 6.2.2 | direct |
| PyPI | dateparser | 1.4.0 | direct |
| PyPI | deepdiff | 9.1.0 | direct |
| PyPI | dnspython | 2.8.0 | direct |
| PyPI | dt | 1.1.73 | direct |
| PyPI | fastapi | 0.136.1 | direct |
| PyPI | faststream | 0.6.7 | direct |
| PyPI | filetype | 1.2.0 | direct |
| PyPI | gql | 4.0.0 | direct |
| PyPI | httpxyz | 0.31.2 | direct |
| PyPI | hvac | 2.4.0 | direct |
| PyPI | jenkins-job-builder | 6.4.4 | direct |
| PyPI | jinja2 | 3.1.6 | direct |
| PyPI | jira | 3.10.5 | direct |
| PyPI | jsonpatch | 1.33 | direct |
| PyPI | jsonpath-ng | 1.7.0 | direct |
| PyPI | jsonpointer | 3.1.1 | direct |
| PyPI | kubernetes | 35.0.0 | direct |
| PyPI | ldap3 | 2.9.1 | direct |
| PyPI | ldap3 | — | direct |
| PyPI | lightkube | 0.22.0 | direct |
| PyPI | networkx | 3.6.1 | direct |
| PyPI | pagerduty | 6.2.1 | direct |
| PyPI | prometheus-client | 0.25.0 | direct |
| PyPI | prometheus-fastapi-instrumentator | 7.1.0 | direct |
| PyPI | psycopg2-binary | 2.9.12 | direct |
| PyPI | pydantic | 2.13.4 | direct |
| PyPI | pydantic-settings | 2.14.1 | direct |
| PyPI | pygithub | 1.58.2 | direct |
| PyPI | pyjwt | 2.13.0 | direct |
| PyPI | pyopenssl | 26.3.0 | direct |
| PyPI | pypd | 1.1.0 | direct |
| PyPI | python-gitlab | 6.0.0 | direct |
| PyPI | python-jose | 3.5.0 | direct |
| PyPI | qontract-api-client | 0.1.0 | direct |
| PyPI | qontract-api-client | — | direct |
| PyPI | qontract-utils | 0.1.0 | direct |
| PyPI | qontract-utils | — | direct |
| PyPI | redis | 7.4.0 | direct |
| PyPI | requests | 2.34.2 | direct |
| PyPI | requests-oauthlib | 2.0.0 | direct |
| PyPI | rich | 15.0.0 | direct |
| PyPI | ruamel-yaml | 0.19.1 | direct |
| PyPI | semver | 3.0.4 | direct |
| PyPI | sendgrid | 6.12.5 | direct |
| PyPI | sentry-sdk | 2.60.0 | direct |
| PyPI | setuptools | 80.8.0 | direct |
| PyPI | slack-sdk | 3.42.0 | direct |
| PyPI | sretoolbox | 4.0.1 | direct |
| PyPI | stamina | 26.1.0 | direct |
| PyPI | structlog | 25.5.0 | direct |
| PyPI | tabulate | 0.10.0 | direct |
| PyPI | terrascript | 0.9.0 | direct |
| PyPI | unleashclient | 6.7.0 | direct |
| PyPI | urllib3 | 2.7.0 | direct |
| PyPI | uvicorn | 0.47.0 | direct |
| PyPI | yamllint | 1.38.0 | direct |
| PyPI | aiosmtpd | 1.4.6 | indirect |
| PyPI | amqp | 5.3.1 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.14.1 | indirect |
| PyPI | anymarkup-core | 0.8.1 | indirect |
| PyPI | apscheduler | 3.11.3 | indirect |
| PyPI | ast-serialize | 0.6.0 | indirect |
| PyPI | atpublic | 7.0.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | backoff | 2.2.1 | indirect |
| PyPI | billiard | 4.2.4 | indirect |
| PyPI | boto3-stubs | 1.43.10 | indirect |
| PyPI | botocore-stubs | 1.43.14 | indirect |
| PyPI | cachebox | 5.2.3 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | cicerone | 0.3.0 | indirect |
| PyPI | click-didyoumean | 0.3.1 | indirect |
| PyPI | click-plugins | 1.1.1.2 | indirect |
| PyPI | click-repl | 0.3.0 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | configobj | 5.0.9 | indirect |
| PyPI | coverage | 7.15.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | debugpy | 1.8.21 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | deprecated | 1.3.1 | indirect |
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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."
}
],
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},
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],
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"full_name": "app-sre/qontract-reconcile",
"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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.