Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-18 23:49 UTC

upbound / function-openai

Compose resources using OpenAI GPT

GoApache-2.0★ 2 stars⑂ 1 forksince Jul 2025View on GitHub ↗
KindLibraryApplicationhow this is determined

upbound/function-openai holds a health index of 65 out of 100, placing it in the Good band. It scores highest on Engineering Quality (73/100) and lowest on Community & Adoption (27/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.

65
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

65
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.

The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

UpboundOrganization · verified domain
233 followers214 public repossince Sep 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/upbound/function-openaiv0.3.10-183 days ago

Metrics by category

Vitality

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

62Moderate · 21% of overall
How it's scored
36/36Push recencylast push 3 days ago
0/36Commit cadence0/52 weeks with commits
0/18Commit volume0 commits in the last year
0/10OpenSSF Scorecard: Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push3
active_weeks_last_year0

Release discipline

100Exceptional
How it's scored
27/27Ships releases15 releases published
36/36Release recencylatest release 3 days ago
27/27Release cadencea release every ~26.2 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count15
latest_release_tagv0.3.10
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases26.2
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?

27At Risk · 17% of overall
How it's scored
0/60Stars2 stars
0/25Forks1 forks
0/15Watchers0 watchers
Inputs used
forks1
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

72Good · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
2/22.5Commit distributiontop contributor authored 91% of commits
5.4/13.5Contributor breadth4 contributors
6/10OpenSSF Scorecard: Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled4
top_contributor_share0.913
How it's scored
0/42Issue resolutionno issues or no data
27.1/30PR acceptance28/31 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
13.5/15OpenSSF Scorecard: Code-ReviewFound 14/15 approved changesets -- score normalized to 9
Inputs used
merged_prs28
open_issues0
closed_issues0
prs_merged_7d1
prs_decided_7d1
prs_merged_30d2
prs_decided_30d2
issue_closed_ratio
closed_unmerged_prs3
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
20/20Verified domain
17/25Owner reach233 followers of upbound
25/25Track record214 public repos, account ~9 yr old
Inputs used
followers233
owner_typeOrganization
is_verifiedyes
owner_loginupbound
public_repos214
account_age_days3,292

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 3 days ago
20/20Version history18 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/upbound/function-openai
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

73Good · 19% of overall
How it's scored
24/24CI workflows2 workflow(s)
24/24Tests present
16/16Linter config.golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
8/20OpenSSF Scorecard: CI-Tests7 out of 15 merged PRs checked by a CI test -- score normalized to 4
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttps://docs.upbound.io
10/10Repository description
10/10Topics14 topics
10/10Wiki
Inputs used
topicsai, crossplane, crossplane-functions, functions, intelligent-functions, openai, openai-gpt4, upbound, upbound-ai, upbound-crossplane, xp, go, golang, uxp
has_wikiyes
homepagehttps://docs.upbound.io
docs_sitehttps://docs.upbound.io
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

56Moderate · 16% of overall
How it's scored
6/7.5Binary-Artifactsbinaries present in source code
0/7.5Branch-Protectionno data
1/2.5CI-Tests7 out of 15 merged PRs checked by a CI test -- score normalized to 4
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-ReviewFound 14/15 approved changesets -- score normalized to 9
1.5/2.5Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
5/5Packagingpackaging workflow detected
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities41 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.5
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories63
affected_packages8
assessed_packages106
unassessed_packages0
affected_by_severitycritical 2, high 1, moderate 1, unknown 4
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 106 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

63Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt)llms.txt served by the project website (https://docs.upbound.io/llms.txt)
4.6/40Legible commit history4 of 46 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.upbound.io/llms.txt
legible_history_share0.087
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrapgo.mod (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config.golangci.yml
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 46
0/8Automated maintenanceno automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeGo (statically typed)
55/55Manageable file sizes0/12 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes14,560
source_files_sampled12
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexample
Inputs used
example_dirsexample
has_mcp_signalno
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

2GitHub stars
4contributors
0commits, last 12 months
3days since last push
15releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

OpenSSF Scorecard 4.5 / 10
4.5aggregate

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 · 2026-09-18 23:48 UTC

8Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal 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
4CI-Tests7 out of 15 merged PRs checked by a CI test -- score normalized to 4
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 14/15 approved changesets -- score normalized to 9
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities41 existing vulnerabilities detected
Direct dependencies 12
RegistryPackageVersion constraintManifest
Gogithub.com/alecthomas/kongv1.4.0go.mod
Gogithub.com/crossplane/function-sdk-gov0.5.0-rc.0.0.20250805171053-2910b68d255dgo.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/i2y/langchaingo-mcp-adapterv0.0.0-20250623114610-a01671e1c8dfgo.mod
Gogithub.com/mark3labs/mcp-gov0.37.0go.mod
Gogithub.com/tidwall/gjsonv1.18.0go.mod
Gogithub.com/tidwall/sjsonv1.2.5go.mod
Gogithub.com/tmc/langchaingov0.1.13go.mod
Gogoogle.golang.org/protobufv1.36.6go.mod
Gok8s.io/apimachineryv0.31.2go.mod
Gosigs.k8s.io/controller-toolsv0.16.5go.mod
Gosigs.k8s.io/yamlv1.4.0go.mod
All dependencies 106

Full resolved dependency set from the GitHub dependency graph: 12 direct and 94 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/alecthomas/kong1.4.0direct
Gogithub.com/crossplane/function-sdk-go0.5.0-rc.0.0.20250805171053-2910b68d255ddirect
Gogithub.com/google/go-cmp0.7.0direct
Gogithub.com/i2y/langchaingo-mcp-adapter0.0.0-20250623114610-a01671e1c8dfdirect
Gogithub.com/mark3labs/mcp-go0.37.0direct
Gogithub.com/tidwall/gjson1.18.0direct
Gogithub.com/tidwall/sjson1.2.5direct
Gogithub.com/tmc/langchaingo0.1.13direct
Gogoogle.golang.org/protobuf1.36.6direct
Gok8s.io/apimachinery0.31.2direct
Gosigs.k8s.io/controller-tools0.16.5direct
Gosigs.k8s.io/yaml1.4.0direct
Godario.cat/mergo1.0.1indirect
Gogithub.com/bahlo/generic-list-go0.2.0indirect
Gogithub.com/bmatcuk/doublestar/v44.0.2indirect
Gogithub.com/buger/jsonparser1.1.1indirect
Gogithub.com/crossplane/crossplane-runtime1.20.0indirect
Gogithub.com/davecgh/go-spew1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/dlclark/regexp21.10.0indirect
Gogithub.com/dustin/go-humanize1.0.1indirect
Gogithub.com/emicklei/go-restful/v33.12.1indirect
Gogithub.com/evanphx/json-patch/v55.9.0indirect
Gogithub.com/fatih/color1.18.0indirect
Gogithub.com/fsnotify/fsnotify1.8.0indirect
Gogithub.com/fxamacker/cbor/v22.7.0indirect
Gogithub.com/go-json-experiment/json0.0.0-20240815175050-ebd3a8989ca1indirect
Gogithub.com/go-logr/logr1.4.2indirect
Gogithub.com/go-logr/zapr1.3.0indirect
Gogithub.com/go-openapi/jsonpointer0.21.0indirect
Gogithub.com/go-openapi/jsonreference0.21.0indirect
Gogithub.com/go-openapi/swag0.23.0indirect
Gogithub.com/gobuffalo/flect1.0.3indirect
Gogithub.com/gogo/protobuf1.3.2indirect
Gogithub.com/golang/protobuf1.5.4indirect
Gogithub.com/google/addlicense1.1.1indirect
Gogithub.com/google/gnostic-models0.6.9-0.20230804172637-c7be7c783f49indirect
Gogithub.com/google/gofuzz1.2.0indirect
Gogithub.com/google/uuid1.6.0indirect
Gogithub.com/goph/emperror0.17.2indirect
Gogithub.com/huandu/xstrings1.3.3indirect
Gogithub.com/imdario/mergo0.3.16indirect
Gogithub.com/inconshreveable/mousetrap1.1.0indirect
Gogithub.com/invopop/jsonschema0.13.0indirect
Gogithub.com/josharian/intern1.0.0indirect
Gogithub.com/json-iterator/go1.1.12indirect
Gogithub.com/klauspost/compress1.18.0indirect
Gogithub.com/mailru/easyjson0.7.7indirect
Gogithub.com/masterminds/goutils1.1.1indirect
Gogithub.com/masterminds/semver/v33.2.0indirect
Gogithub.com/masterminds/sprig/v33.2.3indirect
Gogithub.com/mattn/go-colorable0.1.13indirect
Gogithub.com/mattn/go-isatty0.0.20indirect
Gogithub.com/mitchellh/copystructure1.2.0indirect
Gogithub.com/mitchellh/reflectwalk1.0.2indirect
Gogithub.com/modern-go/concurrent0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect21.0.2indirect
Gogithub.com/munnerz/goautoneg0.0.0-20191010083416-a7dc8b61c822indirect
Gogithub.com/nikolalohinski/gonja1.5.3indirect
Gogithub.com/pelletier/go-toml/v22.2.3indirect
Gogithub.com/pkg/errors0.9.1indirect
Gogithub.com/pkoukk/tiktoken-go0.1.6indirect
Gogithub.com/prometheus/client_golang1.21.1indirect
Gogithub.com/shopspring/decimal1.2.0indirect
Gogithub.com/sirupsen/logrus1.9.3indirect
Gogithub.com/spf13/afero1.12.0indirect
Gogithub.com/spf13/cast1.7.1indirect
Gogithub.com/spf13/cobra1.9.1indirect
Gogithub.com/spf13/pflag1.0.6indirect
Gogithub.com/tidwall/match1.1.1indirect
Gogithub.com/tidwall/pretty1.2.1indirect
Gogithub.com/wk8/go-ordered-map/v22.1.8indirect
Gogithub.com/x448/float160.8.4indirect
Gogithub.com/yargevad/filepathx1.0.0indirect
Gogithub.com/yosida95/uritemplate/v33.0.2indirect
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttp0.60.0indirect
Gogo.opentelemetry.io/otel1.35.0indirect
Gogo.opentelemetry.io/otel/sdk/metric1.35.0indirect
Gogo.starlark.net0.0.0-20230525235612-a134d8f9ddcaindirect
Gogo.uber.org/multierr1.11.0indirect
Gogo.uber.org/zap1.27.0indirect
Gogolang.org/x/crypto0.39.0indirect
Gogolang.org/x/exp0.0.0-20240909161429-701f63a606c0indirect
Gogolang.org/x/mod0.25.0indirect
Gogolang.org/x/net0.41.0indirect
Gogolang.org/x/oauth20.27.0indirect
Gogolang.org/x/sync0.15.0indirect
Gogolang.org/x/sys0.33.0indirect
Gogolang.org/x/term0.32.0indirect
Gogolang.org/x/text0.26.0indirect
Gogolang.org/x/time0.11.0indirect
Gogolang.org/x/tools0.33.0indirect
Gogoogle.golang.org/genproto/googleapis/api0.0.0-20250218202821-56aae31c358aindirect
Gogoogle.golang.org/genproto/googleapis/rpc0.0.0-20250218202821-56aae31c358aindirect
Gogoogle.golang.org/grpc1.71.1indirect
Gogopkg.in/inf.v00.9.1indirect
Gogopkg.in/yaml.v22.4.0indirect
Gogopkg.in/yaml.v33.0.1indirect
Gok8s.io/api0.31.2indirect
Gok8s.io/apiextensions-apiserver0.31.2indirect
Gok8s.io/client-go0.31.2indirect
Gok8s.io/klog/v22.130.1indirect
Gok8s.io/kube-openapi0.0.0-20240808142205-8e686545bdb8indirect
Gok8s.io/utils0.0.0-20240902221715-702e33fdd3c3indirect
Gosigs.k8s.io/controller-runtime0.19.0indirect
Gosigs.k8s.io/json0.0.0-20221116044647-bc3834ca7abdindirect
Gosigs.k8s.io/structured-merge-diff/v44.4.1indirect
Dependency advisories 8

This repository publishes no package the index resolves, so its own dependency graph was assessed — 106 packages, which also include development and test pins that never ship: 8 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/crypto0.39.0indirectcritical350.56.0
google.golang.org/grpc1.71.1indirectcritical101.85.0-dev.0.20260825072537-93e31b48545e
github.com/buger/jsonparser1.1.1indirecthigh21.1.2
golang.org/x/net0.41.0indirectmoderate111.27.0-rc.3
github.com/klauspost/compress1.18.0indirectunknown11.18.7
golang.org/x/mod0.25.0indirectunknown21.27.0-rc.3
golang.org/x/sys0.33.0indirectunknown10.44.0
golang.org/x/text0.26.0indirectunknown10.39.0

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.