Public record
Software health reportschema 0.23.0 · metrics 2.10.0 · 2026-07-21 20:42 UTC

Protocol-Lattice / go-agent

An agent framework for Go with graph-aware memory, UTCP-native tools, and multi-agent orchestration. Built for production.

GoApache-2.0★ 252 stars⑂ 31 forkssince Oct 2025View on GitHub ↗

Protocol-Lattice/go-agent holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Vitality (86/100) and lowest on Security (33/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

63
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.

63
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 59 is calibrated to 63 on the published index scale (record calibration 2026-08-02).

Ownership

Protocol LatticeOrganization
19 followers15 public repossince Oct 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/Protocol-Lattice/go-agentv1.14.3-1423 days ago

Metrics by category

Vitality

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

86Excellent · 21% of overall
How it's scored
36/36Push recencylast push 2 days ago
12.5/36Commit cadence18/52 weeks with commits
18/18Commit volume284 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year284
human_commit_share1
days_since_last_push2
active_weeks_last_year18

Release discipline

100Exceptional
How it's scored
27/27Ships releases80 releases published
36/36Release recencylatest release 3 days ago
27/27Release cadencea release every ~5.2 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count80
latest_release_tagv1.14.2
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases5.2
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?

52Moderate · 17% of overall
How it's scored
38.9/60Stars252 stars
12.3/25Forks31 forks
3.3/15Watchers5 watchers
Inputs used
forks31
stars252
watchers5
growth_stateorganic
growth_factor_pct100
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

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

58Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
42/42Issue resolution100% of issues closed
24.3/30PR acceptance56/69 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs56
open_issues0
closed_issues8
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs13
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
9.4/25Owner reach19 followers of Protocol-Lattice
10.2/25Track record15 public repos, account ~0 yr old
Inputs used
followers19
owner_typeOrganization
is_verified
owner_loginProtocol-Lattice
public_repos15
account_age_days266
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 3 days ago
20/20Version history142 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/Protocol-Lattice/go-agent
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

60Moderate · 19% of overall
How it's scored
24/24CI workflows2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Testsno data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics17 topics
10/10Wiki
Inputs used
topicsrag, agents, go, llm, multi-agent, pgvector, qdrant, utcp, framework, open-source, codemode, golang-ai, openrouter, vertexai, anthropic, gemini, openai
has_wikiyes
homepage
docs_site
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

33At Risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
0/2.5CI-Testsno data
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packagingno data
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTno SAST tool detected
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities46 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.1
Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.
How it's scored
5.4/35Direct dependencies free of known advisories3 affected: github.com/jackc/pgx/v5 v5.7.6 (critical 9.8), github.com/ollama/ollama v0.12.5 (critical 9.1), go.mongodb.org/mongo-driver v1.13.1 (moderate 6.5)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
24.5/40No advisories left outstanding3 advisory-carrying package(s) unaddressed past 90 days; oldest published 477 days ago
Inputs used
sourceosv
advisories68
affected_packages10
assessed_packages102
unassessed_packages0
affected_by_severitycritical 4, high 1, moderate 3, unknown 2
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 102 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.

58Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
17.6/40Legible commit history33 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.33
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
0/11Lint / format config
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
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 sizes0/145 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes50,845
source_files_sampled145
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

252GitHub stars
1contributors
284commits, last 12 months
2days since last push
80releases
1bus factor
0open issues
Gopackage ecosystems

More detail

Star and fork history 252 ★ / 31 ⇿
252Stars
31Forks
79Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

05010015020025030025231152025-102026-032026-07
Major 0Minor 9Patch 70
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 · 2026-07-21 20:42 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities46 existing vulnerabilities detected
Direct dependencies 14
RegistryPackageVersion constraintManifest
Gogithub.com/OpenRouterTeam/go-sdkv0.5.12go.mod
Gogithub.com/alpkeskin/gotoonv0.1.1go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.13.0go.mod
Gogithub.com/anush008/fastembed-gov1.0.0go.mod
Gogithub.com/google/generative-ai-gov0.20.1go.mod
Gogithub.com/jackc/pgx/v5v5.7.6go.mod
Gogithub.com/neo4j/neo4j-go-driver/v5v5.28.4go.mod
Gogithub.com/ollama/ollamav0.12.5go.mod
Gogithub.com/sashabaranov/go-openaiv1.41.2go.mod
Gogithub.com/universal-tool-calling-protocol/go-utcpv1.11.8go.mod
Gogo.mongodb.org/mongo-driverv1.13.1go.mod
Gogolang.org/x/timev0.13.0go.mod
Gogoogle.golang.org/apiv0.252.0go.mod
Gogoogle.golang.org/genaiv1.63.0go.mod
All dependencies 102

Full resolved dependency set from the GitHub dependency graph: 14 direct and 88 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/alpkeskin/gotoonv0.1.1direct
Gogithub.com/anthropics/anthropic-sdk-gov1.13.0direct
Gogithub.com/anush008/fastembed-gov1.0.0direct
Gogithub.com/google/generative-ai-gov0.20.1direct
Gogithub.com/jackc/pgx/v5v5.7.6direct
Gogithub.com/neo4j/neo4j-go-driver/v5v5.28.4direct
Gogithub.com/ollama/ollamav0.12.5direct
Gogithub.com/openrouterteam/go-sdkv0.5.12direct
Gogithub.com/sashabaranov/go-openaiv1.41.2direct
Gogithub.com/universal-tool-calling-protocol/go-utcpv1.11.8direct
Gogo.mongodb.org/mongo-driverv1.13.1direct
Gogolang.org/x/timev0.13.0direct
Gogoogle.golang.org/apiv0.252.0direct
Gogoogle.golang.org/genaiv1.63.0direct
Gocloud.google.com/gov0.116.0indirect
Gocloud.google.com/go/aiv0.8.0indirect
Gocloud.google.com/go/authv0.17.0indirect
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirect
Gocloud.google.com/go/compute/metadatav0.9.0indirect
Gocloud.google.com/go/longrunningv0.5.7indirect
Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/emirpasic/godsv1.18.1indirect
Gogithub.com/felixge/httpsnoopv1.0.4indirect
Gogithub.com/go-logr/logrv1.4.3indirect
Gogithub.com/go-logr/stdrv1.2.2indirect
Gogithub.com/golang/snappyv0.0.4indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/google/s2a-gov0.1.9indirect
Gogithub.com/google/uuidv1.6.0indirect
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.6indirect
Gogithub.com/googleapis/gax-go/v2v2.15.0indirect
Gogithub.com/gorilla/websocketv1.5.3indirect
Gogithub.com/jackc/pgpassfilev1.0.0indirect
Gogithub.com/jackc/pgservicefilev0.0.0-20240606120523-5a60cdf6a761indirect
Gogithub.com/jackc/puddle/v2v2.2.2indirect
Gogithub.com/joho/godotenvv1.5.1indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/klauspost/compressv1.13.6indirect
Gogithub.com/machinebox/graphqlv0.2.2indirect
Gogithub.com/mark3labs/mcp-gov0.34.0indirect
Gogithub.com/mitchellh/colorstringv0.0.0-20190213212951-d06e56a500dbindirect
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect2v1.0.2indirect
Gogithub.com/montanaflynn/statsv0.0.0-20171201202039-1bf9dbcd8cbeindirect
Gogithub.com/openconfig/gnmiv0.14.1indirect
Gogithub.com/pion/datachannelv1.5.8indirect
Gogithub.com/pion/dtls/v2v2.2.12indirect
Gogithub.com/pion/ice/v2v2.3.36indirect
Gogithub.com/pion/interceptorv0.1.29indirect
Gogithub.com/pion/loggingv0.2.2indirect
Gogithub.com/pion/mdnsv0.0.12indirect
Gogithub.com/pion/randutilv0.1.0indirect
Gogithub.com/pion/rtcpv1.2.14indirect
Gogithub.com/pion/rtpv1.8.7indirect
Gogithub.com/pion/sctpv1.8.19indirect
Gogithub.com/pion/sdp/v3v3.0.9indirect
Gogithub.com/pion/srtp/v2v2.0.20indirect
Gogithub.com/pion/stunv0.6.1indirect
Gogithub.com/pion/transport/v2v2.2.10indirect
Gogithub.com/pion/turn/v2v2.1.6indirect
Gogithub.com/pion/webrtc/v3v3.3.5indirect
Gogithub.com/pkg/errorsv0.9.1indirect
Gogithub.com/pmezard/go-difflibv1.0.0indirect
Gogithub.com/rivo/unisegv0.4.6indirect
Gogithub.com/schollz/progressbar/v2v2.15.0indirect
Gogithub.com/schollz/progressbar/v3v3.14.1indirect
Gogithub.com/spf13/castv1.7.1indirect
Gogithub.com/spyzhov/ajsonv0.8.0indirect
Gogithub.com/stretchr/testifyv1.11.1indirect
Gogithub.com/sugarme/regexpsetv0.0.0-20200920021344-4d4ec8eaf93cindirect
Gogithub.com/sugarme/tokenizerv0.2.3-0.20230829214935-448e79b1ed65indirect
Gogithub.com/tidwall/gjsonv1.18.0indirect
Gogithub.com/tidwall/matchv1.1.1indirect
Gogithub.com/tidwall/prettyv1.2.1indirect
Gogithub.com/tidwall/sjsonv1.2.5indirect
Gogithub.com/traefik/yaegiv0.16.1indirect
Gogithub.com/wlynxg/anetv0.0.3indirect
Gogithub.com/xdg-go/pbkdf2v1.0.0indirect
Gogithub.com/xdg-go/scramv1.1.2indirect
Gogithub.com/xdg-go/stringprepv1.0.4indirect
Gogithub.com/yalue/onnxruntime_gov1.7.0indirect
Gogithub.com/yosida95/uritemplate/v3v3.0.2indirect
Gogithub.com/youmark/pkcs8v0.0.0-20181117223130-1be2e3e5546dindirect
Gogo.opentelemetry.io/auto/sdkv1.1.0indirect
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.61.0indirect
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.61.0indirect
Gogo.opentelemetry.io/otelv1.37.0indirect
Gogo.opentelemetry.io/otel/metricv1.37.0indirect
Gogo.opentelemetry.io/otel/tracev1.37.0indirect
Gogolang.org/x/cryptov0.42.0indirect
Gogolang.org/x/netv0.44.0indirect
Gogolang.org/x/oauth2v0.31.0indirect
Gogolang.org/x/syncv0.17.0indirect
Gogolang.org/x/sysv0.36.0indirect
Gogolang.org/x/termv0.35.0indirect
Gogolang.org/x/textv0.29.0indirect
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20250707201910-8d1bb00bc6a7indirect
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251002232023-7c0ddcbb5797indirect
Gogoogle.golang.org/grpcv1.75.1indirect
Gogoogle.golang.org/protobufv1.36.10indirect
Gogopkg.in/yaml.v2v2.4.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Dependency advisories 10

This repository publishes no package the index resolves, so its own dependency graph was assessed — 102 packages, which also include development and test pins that never ship: 10 carry known advisories, of which 3 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
github.com/jackc/pgx/v5v5.7.6directcritical65.9.2
github.com/ollama/ollamav0.12.5directcritical110.17.1
golang.org/x/cryptov0.42.0indirectcritical320.52.0
google.golang.org/grpcv1.75.1indirectcritical21.79.3
go.opentelemetry.io/otelv1.37.0indirecthigh11.41.0
go.mongodb.org/mongo-driverv1.13.1directmoderate12.4.2
github.com/pion/dtls/v2v2.2.12indirectmoderate23.1.1
golang.org/x/netv0.44.0indirectmoderate111.26.3
golang.org/x/sysv0.36.0indirectunknown10.44.0
golang.org/x/textv0.29.0indirectunknown10.39.0

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 v0.23.0 — full methodology · metrics wiki.

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