Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 02:48 UTC

onyx-dot-app / onyx

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Python · TypeScriptCustom license★ 30,931 stars⑂ 4,247 forkssince Apr 2023View on GitHub ↗
#enterprise-search#rag#ai-chat#chatgpt#gen-ai#nextjs#python#information-retrieval#ai#llm#llm-ui#chatui#self-hosted#vector-search

onyx-dot-app/onyx holds a health index of 84 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on Security (62/100). It was last updated today. 5 contributors account for most of its recent work.

84
overall / 100
Good

Software 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.

84
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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

OnyxOrganization
415 followers13 public repossince Apr 2023

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
Gogithub.com/onyx-dot-app/onyx/cliv1.2.2-168 days ago—
PyPIonyx-cli1.2.23,993168 days agoaichatclienterprise-searchonyx
PyPIonyxpoints to another repo — not scored0.8.11-503302 days ago—

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

96Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 4,985 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year4,985
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~0.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv4.3.7
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases0.7

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

79Good · 18% of overall

Popularity & adoption

97Excellent
How it's scored
60/60Stars — 30,931 stars
25/25Forks — 4,247 forks
12.1/15Watchers — 153 watchers
Inputs used
forks4,247
stars30,931
watchers153
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

71Good
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Ecosystem adoption (downloads)

60Moderate
How it's scored
48/80Monthly downloads — 3,993 downloads/month across go, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgithub.com/onyx-dot-app/onyx/cli, onyx-cli
dependents—
ecosystemsgo, pypi
total_downloads—
monthly_downloads3,993
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?

85Excellent · 24% of overall

Maintainer resilience (bus factor)

89Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
19.4/22.5Commit distribution — top contributor authored 14% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor5
contributors_sampled100
top_contributor_share0.14

Issue & PR responsiveness

88Excellent
How it's scored
41.5/46.8Issue resolution — 89% of issues closed
31.4/38.3PR acceptance — 9,363/11,420 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs9,363
open_issues143
closed_issues1,129
issue_closed_ratio0.888
closed_unmerged_prs2,057

Ownership & stewardship

64Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.8/25Owner reach — 415 followers of onyx-dot-app
14.8/25Track record — 13 public repos, account ~3 yr old
Inputs used
followers415
owner_typeOrganization
is_verified—
owner_loginonyx-dot-app
public_repos13
account_age_days1,176

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 2 package(s) on go, pypi
35/35Publish recency — latest publish 8 days ago
20/20Version history — 16 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/onyx-dot-app/onyx/cli, onyx-cli
ecosystemsgo, pypi
any_deprecatedno
min_days_since_publish8

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 41 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, eslint.config.js
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://onyx.app
10/10Repository description
10/10Topics — 14 topics
0/10Wiki
Inputs used
topicsenterprise-search, rag, ai-chat, chatgpt, gen-ai, nextjs, python, information-retrieval, ai, llm, llm-ui, chatui, self-hosted, vector-search
has_wikino
homepagehttps://onyx.app
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

62Moderate · 16% of overall

Security posture

62Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 63 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.2

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.

82Good · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .devcontainer/claude-code/CLAUDE.md, AGENTS.md, CLAUDE.md, backend/onyx/server/features/build/sandbox/image/templates/outputs/web/AGENTS.md, desktop/AGENTS.md, desktop/CLAUDE.md, mobile/AGENTS.md, mobile/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_files.devcontainer/claude-code/CLAUDE.md, AGENTS.md, CLAUDE.md, backend/onyx/server/features/build/sandbox/image/templates/outputs/web/AGENTS.md, desktop/AGENTS.md, desktop/CLAUDE.md, mobile/AGENTS.md, mobile/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md
agent_instruction_max_bytes28,614
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

96Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, eslint.config.js
11/11Static type checking — backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, go.sum, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configsbackend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

82Good
How it's scored
27/45Type-checkable code — Python with type-check config (backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json)
54.7/55Manageable file sizes — 33/5,186 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes241,673
source_files_sampled5,186
oversized_source_files33

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—

Key facts

30,931GitHub stars
100contributors
4,985commits, last 12 months
0days since last push
100releases
5bus factor
143open issues
Go, npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch npm package 'onyx-desktop' from its registry
  • pypi package 'onyx' points at a different repository (https://bitbucket.org/sbraccia/onyx); excluded from ecosystem scoring
  • Could not fetch npm package 'onyx-chat-widget' from its registry

More detail

OpenSSF Scorecard 6.2 / 10
6.2aggregate

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).Scorecard v5.5.0 · 2026-07-17 02:48 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities63 existing vulnerabilities detected
Direct dependencies 154
RegistryPackageVersion constraintManifest
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All dependencies 1,497

Full resolved dependency set from the GitHub dependency graph: 171 direct and 1,326 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/klauspost/compressv1.18.6indirect
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Gogithub.com/lucasb-eyer/go-colorfulv1.3.0indirect
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Gogithub.com/micromdm/plistv0.2.2indirect
Gogithub.com/microsoft/go-winiov0.6.2indirect
Gogithub.com/mitchellh/go-homedirv1.1.0indirect
Gogithub.com/moby/buildkitv0.30.0indirect
Gogithub.com/moby/docker-image-specv1.3.1indirect
Gogithub.com/muesli/cancelreaderv0.2.2indirect
Gogithub.com/muesli/reflowv0.3.0indirect
Gogithub.com/muesli/termenvv0.16.0indirect
Gogithub.com/ncruces/go-strftimev1.0.0indirect
Gogithub.com/opencontainers/go-digestv1.0.0indirect
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Gogithub.com/pjbgf/sha1cdv0.6.0indirect
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Gogithub.com/sergi/go-diffv1.4.0indirect
Gogithub.com/shirou/gopsutilv3.21.11+incompatibleindirect
Gogithub.com/skeema/knownhostsv1.3.1indirect
Gogithub.com/spdx/gordfv0.0.0-20250128162952-000978ccd6fbindirect
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Gogithub.com/thoas/go-funkv0.9.3indirect
Gogithub.com/tidwall/gjsonv1.19.0indirect
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Gogithub.com/tidwall/prettyv1.2.1indirect
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Gogithub.com/ulikunitz/xzv0.5.15indirect
Gogithub.com/vbatts/tar-splitv0.12.3indirect
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Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41eindirect
Gogithub.com/yuin/goldmarkv1.8.2indirect
Gogithub.com/yuin/goldmark-emojiv1.0.6indirect
Gogithub.com/yusufpapurcu/wmiv1.2.4indirect
Gogo.etcd.io/bboltv1.4.3indirect
Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.68.0indirect
Gogo.opentelemetry.io/otelv1.43.0indirect
Gogo.opentelemetry.io/otel/metricv1.43.0indirect
Gogo.opentelemetry.io/otel/tracev1.43.0indirect
Gogo.uber.org/multierrv1.11.0indirect
Gogo.uber.org/zapv1.28.0indirect
Gogo.yaml.in/yaml/v2v2.4.4indirect
Gogo.yaml.in/yaml/v4v4.0.0-rc.4indirect
Gogolang.org/x/cryptov0.52.0indirect
Gogolang.org/x/cryptov0.53.0indirect
Gogolang.org/x/expv0.0.0-20260312153236-7ab1446f8b90indirect
Gogolang.org/x/modv0.36.0indirect
Gogolang.org/x/netv0.55.0indirect
Gogolang.org/x/netv0.56.0indirect
Gogolang.org/x/oauth2v0.36.0indirect
Gogolang.org/x/syncv0.20.0indirect
Gogolang.org/x/syncv0.21.0indirect
Gogolang.org/x/sysv0.45.0indirect
Gogolang.org/x/sysv0.46.0indirect
Gogolang.org/x/telemetryv0.0.0-20260508192327-42602be52be6indirect
Gogolang.org/x/toolsv0.45.0indirect
Gogolang.org/x/vulnv1.3.0indirect
Gogolang.org/x/xerrorsv0.0.0-20240903120638-7835f813f4daindirect
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                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 9",
                "points": 4.5,
                "status": "partial",
                "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": 5,
                "status": "met",
                "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": "63 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 8
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                ".devcontainer/claude-code/CLAUDE.md",
                "AGENTS.md",
                "CLAUDE.md",
                "backend/onyx/server/features/build/sandbox/image/templates/outputs/web/AGENTS.md",
                "desktop/AGENTS.md",
                "desktop/CLAUDE.md",
                "mobile/AGENTS.md",
                "mobile/CLAUDE.md",
                "web/AGENTS.md",
                "web/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 28614
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".devcontainer/claude-code/CLAUDE.md, AGENTS.md, CLAUDE.md, backend/onyx/server/features/build/sandbox/image/templates/outputs/web/AGENTS.md, desktop/AGENTS.md, desktop/CLAUDE.md, mobile/AGENTS.md, mobile/CLAUDE.md, web/AGENTS.md, web/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".devcontainer/claude-code/CLAUDE.md, AGENTS.md, CLAUDE.md, backend/onyx/server/features/build/sandbox/image/templates/outputs/web/AGENTS.md, desktop/AGENTS.md, desktop/CLAUDE.md, mobile/AGENTS.md, mobile/CLAUDE.md, web/AGENTS.md, web/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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 96,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json",
                "examples/widget/tsconfig.json",
                "mobile/tsconfig.json",
                "web/lib/opal/tsconfig.json",
                "web/lib/shared/tsconfig.json",
                "web/tsconfig.json",
                "widget/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 241673,
              "source_files_sampled": 5186,
              "oversized_source_files": 33
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "backend/onyx/server/features/build/sandbox/image/templates/outputs/web/tsconfig.json, examples/widget/tsconfig.json, mobile/tsconfig.json, web/lib/opal/tsconfig.json, web/lib/shared/tsconfig.json, web/tsconfig.json, widget/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "33/5186 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 5186,
                      "oversized": 33
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "Could not fetch npm package 'onyx-desktop' from its registry",
    "pypi package 'onyx' points at a different repository (https://bitbucket.org/sbraccia/onyx); excluded from ecosystem scoring",
    "Could not fetch npm package 'onyx-chat-widget' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T02:48:57.858049Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/onyx-dot-app/onyx.svg",
  "full_name": "onyx-dot-app/onyx",
  "license_state": "custom",
  "license_spdx": null
}

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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 v0.11.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go, PyPI.