Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 03:28 UTC

diagridio / go-ai

Golang integrations for Durable and Verifiable Execution

GoCustom license★ 0 stars⑂ 0 forkssince Jul 2026View on GitHub ↗

diagridio/go-ai holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (82/100) and lowest on Community & Adoption (21/100). It was last updated 3 days ago. 2 contributors account for most of its recent work.

overall / 100

Moderate

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.

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)

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 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).

Ownership

DiagridOrganization

36 followers21 public repossince Dec 2021

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
Go	github.com/diagridio/go-ai	v0.2.0	-	3	3 days ago

Metrics by category

Vitality

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

70Good · 21% of overall

Development activity

50Moderate

How it's scored

36/36	Push recency — last push 3 days ago
3.5/36	Commit cadence — 5/52 weeks with commits
10/18	Commit volume — 12 commits in the last year
0/10	OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully

Inputs used

commits_last_year	12
human_commit_share	—
days_since_last_push	3
active_weeks_last_year	5

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 3 releases published
36/36	Release recency — latest release 3 days ago
27/27	Release cadence — a release every ~23.6 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	3
latest_release_tag	v0.2.0
releases_from_tags	no
days_since_latest_release	3
mean_days_between_releases	23.6

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?

21At Risk · 17% of overall

Popularity & adoption

1Critical

How it's scored

0/60	Stars — 0 stars
0/25	Forks — 0 forks
0/15	Watchers — 0 watchers

Inputs used

forks	0
stars	0
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

44Weak

How it's scored

22.5/22.5	README
16.9/22.5	License — license file present, not a recognized license
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
readme_badges	0
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Sustainability & Governance

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

64Moderate · 23% of overall

Maintainer resilience (bus factor)

45Weak

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
13.1/22.5	Commit distribution — top contributor authored 42% of commits
4.1/13.5	Contributor breadth — 3 contributors
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Inputs used

bus_factor	2
contributors_sampled	3
top_contributor_share	0.417

Issue & PR responsiveness

68Good

How it's scored

0/42	Issue resolution — no issues or no data
25/30	PR acceptance — 5/6 decided PRs merged
13/13	Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
1.5/15	OpenSSF Scorecard: Code-Review — Found 1/10 approved changesets -- score normalized to 1

Inputs used

merged_prs	5
open_issues	0
closed_issues	0
prs_merged_7d	1
prs_decided_7d	1
prs_merged_30d	4
prs_decided_30d	4
issue_closed_ratio	—
closed_unmerged_prs	1
first_time_authors_30d	1
first_time_prs_merged_30d	1
first_time_prs_decided_30d	1

Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.

Ownership & stewardship

61Moderate

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
11.3/25	Owner reach — 36 followers of diagridio
19.3/25	Track record — 21 public repos, account ~4 yr old

Inputs used

followers	36
owner_type	Organization
is_verified	no
owner_login	diagridio
public_repos	21
account_age_days	1,733

Package maintenance

92Excellent

How it's scored

25/25	Published & resolvable — 1 package(s) on go
35/35	Publish recency — latest publish 3 days ago
12/20	Version history — 3 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	github.com/diagridio/go-ai
ecosystems	go
any_deprecated	no
min_days_since_publish	3

Engineering Quality

Are baseline engineering and documentation practices in place?

58Moderate · 19% of overall

Engineering practices

64Moderate

How it's scored

24/24	CI workflows — 1 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
16/20	OpenSSF Scorecard: CI-Tests — 4 out of 5 merged PRs checked by a CI test -- score normalized to 8

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no

Documentation

50Moderate

How it's scored

30/30	README
0/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
0/10	Topics
10/10	Wiki

Inputs used

topics	—
has_wiki	yes
homepage	—
docs_site	—
has_readme	yes
has_docs_dir	no
has_description	yes

Security

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

38Weak · 16% of overall

Security posture

31At Risk

How it's scored

5.2/7.5	Binary-Artifacts — binaries present in source code
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
2/2.5	CI-Tests — 4 out of 5 merged PRs checked by a CI test -- score normalized to 8
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5	Code-Review — Found 1/10 approved changesets -- score normalized to 1
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.2/2.5	License — license file detected
0/7.5	Maintained — project was created within the last 90 days. Please review its contents carefully
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
7.5/7.5	Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5	Vulnerabilities — 12 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	3.1

Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

66Good

How it's scored

9.5/35	Direct dependencies free of known advisories — 1 affected: google.golang.org/grpc v1.80.0 (critical 9.1)
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40	No advisories left outstanding — no advisory has been public longer than 90 days

Inputs used

source	osv
advisories	17
affected_packages	6
assessed_packages	71
unassessed_packages	0
affected_by_severity	critical 1, high 1, unknown 4
direct_affected_packages	1

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 71 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.

82Excellent · 4% of overall

Agent context & guidance

75Good

How it's scored

45/45	Agent instructions — AGENTS.md
0/15	Machine-readable docs (llms.txt)
0/40	Legible commit history — no data

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	—
agent_instruction_files	AGENTS.md
agent_instruction_max_bytes	11,308

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

74Good

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — Go (statically typed)
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no data
0/8	Automated maintenance — no data
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	go.sum
has_dockerfile	no
typed_language	yes
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	no
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	adapters/eino/go.mod, adapters/langchaingo/go.mod, examples/eino/go.mod, examples/identity/go.mod, examples/langchaingo/go.mod, examples/mcp/go.mod, go.mod
dependency_bot_commit_share	—

Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Exceptional

How it's scored

45/45	Type-checkable code — Go (statically typed)
55/55	Manageable file sizes — 0/33 source files over 60KB

Inputs used

primary_language	Go
largest_source_bytes	47,531
source_files_sampled	33
oversized_source_files	0

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20	MCP server
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

0GitHub stars

3contributors

12commits, last 12 months

3days since last push

3releases

2bus factor

0open issues

Gopackage ecosystems

More detail

OpenSSF Scorecard 3.1 / 10

3.1aggregate

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).Scorecard v5.5.0 · 2026-09-20 03:27 UTC

7	Binary-Artifacts	binaries present in source code
0	Branch-Protection	branch protection not enabled on development/release branches
8	CI-Tests	4 out of 5 merged PRs checked by a CI test -- score normalized to 8
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
1	Code-Review	Found 1/10 approved changesets -- score normalized to 1
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
9	License	license file detected
0	Maintained	project was created within the last 90 days. Please review its contents carefully
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
10	Token-Permissions	GitHub workflow tokens follow principle of least privilege
0	Vulnerabilities	12 existing vulnerabilities detected

Direct dependencies 6

Registry	Package	Version constraint	Manifest
Go	github.com/dapr/dapr	`v1.18.0`	go.mod
Go	github.com/dapr/durabletask-go	`v0.12.2`	go.mod
Go	github.com/dapr/go-sdk	`v1.15.0`	go.mod
Go	github.com/lestrrat-go/jwx/v2	`v2.1.6`	go.mod
Go	github.com/modelcontextprotocol/go-sdk	`v1.6.1`	go.mod
Go	google.golang.org/grpc	`v1.80.0`	go.mod

All dependencies 71

Full resolved dependency set from the GitHub dependency graph: 6 direct and 65 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
Go	github.com/dapr/dapr	`v1.18.0`	direct
Go	github.com/dapr/durabletask-go	`v0.12.2`	direct
Go	github.com/dapr/go-sdk	`v1.15.0`	direct
Go	github.com/lestrrat-go/jwx/v2	`v2.1.6`	direct
Go	github.com/modelcontextprotocol/go-sdk	`v1.6.1`	direct
Go	google.golang.org/grpc	`v1.80.0`	direct
Go	github.com/bahlo/generic-list-go	`v0.2.0`	indirect
Go	github.com/buger/jsonparser	`v1.1.1`	indirect
Go	github.com/bytedance/gopkg	`v0.1.3`	indirect
Go	github.com/bytedance/sonic	`v1.15.0`	indirect
Go	github.com/bytedance/sonic/loader	`v0.5.0`	indirect
Go	github.com/cenkalti/backoff/v4	`v4.3.0`	indirect
Go	github.com/cespare/xxhash/v2	`v2.3.0`	indirect
Go	github.com/cloudwego/base64x	`v0.1.6`	indirect
Go	github.com/cloudwego/eino	`v0.9.13`	indirect
Go	github.com/cloudwego/eino-ext/components/model/openai	`v0.1.13`	indirect
Go	github.com/cloudwego/eino-ext/libs/acl/openai	`v0.1.17`	indirect
Go	github.com/dapr/kit	`v0.18.1`	indirect
Go	github.com/decred/dcrd/dcrec/secp256k1/v4	`v4.4.0`	indirect
Go	github.com/dlclark/regexp2	`v1.11.0`	indirect
Go	github.com/dustin/go-humanize	`v1.0.1`	indirect
Go	github.com/eino-contrib/jsonschema	`v1.0.3`	indirect
Go	github.com/evanphx/json-patch	`v5.7.0+incompatible`	indirect
Go	github.com/go-jose/go-jose/v4	`v4.1.4`	indirect
Go	github.com/go-logr/logr	`v1.4.3`	indirect
Go	github.com/go-logr/stdr	`v1.2.2`	indirect
Go	github.com/goccy/go-json	`v0.10.3`	indirect
Go	github.com/google/jsonschema-go	`v0.4.3`	indirect
Go	github.com/google/uuid	`v1.6.0`	indirect
Go	github.com/goph/emperror	`v0.17.2`	indirect
Go	github.com/json-iterator/go	`v1.1.12`	indirect
Go	github.com/klauspost/cpuid/v2	`v2.2.9`	indirect
Go	github.com/lestrrat-go/blackmagic	`v1.0.3`	indirect
Go	github.com/lestrrat-go/httpcc	`v1.0.1`	indirect
Go	github.com/lestrrat-go/httprc	`v1.0.6`	indirect
Go	github.com/lestrrat-go/iter	`v1.0.2`	indirect
Go	github.com/lestrrat-go/option	`v1.0.1`	indirect
Go	github.com/mailru/easyjson	`v0.7.7`	indirect
Go	github.com/meguminnnnnnnnn/go-openai	`v0.1.2`	indirect
Go	github.com/modern-go/concurrent	`v0.0.0-20180306012644-bacd9c7ef1dd`	indirect
Go	github.com/modern-go/reflect2	`v1.0.2`	indirect
Go	github.com/nikolalohinski/gonja	`v1.5.3`	indirect
Go	github.com/pelletier/go-toml/v2	`v2.0.9`	indirect
Go	github.com/pkg/errors	`v0.9.1`	indirect
Go	github.com/pkoukk/tiktoken-go	`v0.1.6`	indirect
Go	github.com/segmentio/asm	`v1.2.0`	indirect
Go	github.com/segmentio/encoding	`v0.5.4`	indirect
Go	github.com/sirupsen/logrus	`v1.9.3`	indirect
Go	github.com/sirupsen/logrus	`v1.9.4`	indirect
Go	github.com/slongfield/pyfmt	`v0.0.0-20220222012616-ea85ff4c361f`	indirect
Go	github.com/spiffe/go-spiffe/v2	`v2.6.0`	indirect
Go	github.com/tmc/langchaingo	`v0.1.15-0.20251029190607-e35755df7084`	indirect
Go	github.com/twitchyliquid64/golang-asm	`v0.15.1`	indirect
Go	github.com/wk8/go-ordered-map/v2	`v2.1.8`	indirect
Go	github.com/yargevad/filepathx	`v1.0.0`	indirect
Go	github.com/yosida95/uritemplate/v3	`v3.0.2`	indirect
Go	go.opentelemetry.io/auto/sdk	`v1.2.1`	indirect
Go	go.opentelemetry.io/otel	`v1.43.0`	indirect
Go	go.opentelemetry.io/otel/metric	`v1.43.0`	indirect
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	indirect
Go	golang.org/x/arch	`v0.11.0`	indirect
Go	golang.org/x/crypto	`v0.52.0`	indirect
Go	golang.org/x/exp	`v0.0.0-20230713183714-613f0c0eb8a1`	indirect
Go	golang.org/x/exp	`v0.0.0-20250408133849-7e4ce0ab07d0`	indirect
Go	golang.org/x/net	`v0.55.0`	indirect
Go	golang.org/x/oauth2	`v0.35.0`	indirect
Go	golang.org/x/sys	`v0.45.0`	indirect
Go	golang.org/x/text	`v0.37.0`	indirect
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20260401024825-9d38bb4040a9`	indirect
Go	google.golang.org/protobuf	`v1.36.11`	indirect
Go	gopkg.in/yaml.v3	`v3.0.1`	indirect

Dependency advisories 6

This repository publishes no package the index resolves, so its own dependency graph was assessed — 71 packages, which also include development and test pins that never ship: 6 carry known advisories, of which 1 are direct.

Package	Version	Relation	Severity	Advisories	Fixed in
google.golang.org/grpc	`v1.80.0`	direct	critical	8	`1.85.0-dev.0.20260825072537-93e31b48545e`
github.com/buger/jsonparser	`v1.1.1`	indirect	high	2	`1.1.2`
go.opentelemetry.io/otel	`v1.43.0`	indirect	unknown	1	`1.44.0`
golang.org/x/crypto	`v0.52.0`	indirect	unknown	4	`0.56.0`
golang.org/x/net	`v0.55.0`	indirect	unknown	1	`1.27.0-rc.3`
golang.org/x/text	`v0.37.0`	indirect	unknown	1	`0.39.0`

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.

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 statistics — Go.

Software health index

Score profile

Ownership

Package ecosystems

Metrics by category

Key facts

More detail

Feedback

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