Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 10:53 UTC

gastownhall / gascity

Orchestration-builder SDK for multi-agent coding workflows

GoMIT★ 1,000 stars⑂ 325 forkssince Feb 2026View on GitHub ↗

gastownhall/gascity holds a health index of 73 out of 100, placing it in the Good band. It scores highest on AI Readiness (91/100) and lowest on Security (57/100). It was last updated today. A single contributor accounts for most of its recent work.

73
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.

73
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

Gas Town HallOrganization
471 followers23 public repossince Jan 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/gastownhall/gascityv1.3.5-583 days ago

Metrics by category

Vitality

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

83Good · 22% of overall

Development activity

78Good
How it's scored
36/36Push recency — last push 0 days ago
14.5/36Commit cadence — 21/52 weeks with commits
18/18Commit volume — 4,950 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year4,950
human_commit_share—
days_since_last_push0
active_weeks_last_year21

Release discipline

90Excellent
How it's scored
27/27Ships releases — 49 releases published
36/36Release recency — latest release 19 days ago
27/27Release cadence — a release every ~5.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count49
latest_release_tagedge
releases_from_tagsno
days_since_latest_release19
mean_days_between_releases5.8

Community & Adoption

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

83Good · 18% of overall

Popularity & adoption

76Good
How it's scored
48.7/60Stars — 1,000 stars
20.9/25Forks — 325 forks
6.7/15Watchers — 17 watchers
Inputs used
forks325
stars1,000
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code 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_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

63Moderate · 24% of overall

Maintainer resilience (bus factor)

39At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
6.6/22.5Commit distribution — top contributor authored 71% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled100
top_contributor_share0.708

Issue & PR responsiveness

65Moderate
How it's scored
28/46.8Issue resolution — 60% of issues closed
29.4/38.3PR acceptance — 2,337/3,045 decided PRs merged
7.5/15OpenSSF Scorecard: Code-Review — Found 17/29 approved changesets -- score normalized to 5
Inputs used
merged_prs2,337
open_issues423
closed_issues631
issue_closed_ratio0.599
closed_unmerged_prs708

Ownership & stewardship

60Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.2/25Owner reach — 471 followers of gastownhall
11/25Track record — 23 public repos, account ~0 yr old
Inputs used
followers471
owner_typeOrganization
is_verified—
owner_logingastownhall
public_repos23
account_age_days178

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 3 days ago
20/20Version history — 58 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/gastownhall/gascity
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

80Good · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 24 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall

Security posture

57Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 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
3.8/7.5Code-Review — Found 17/29 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 19 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
5/5SAST — SAST tool is run on all commits
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 — 28 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.7

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.

91Excellent · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, GEMINI.md, internal/bootstrap/packs/core/overlay/per-provider/kiro/AGENTS.md, internal/session/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, GEMINI.md, internal/bootstrap/packs/core/overlay/per-provider/kiro/AGENTS.md, internal/session/AGENTS.md
agent_instruction_max_bytes30,345
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

98Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, eslint.config.mjs
11/11Static type checking — internal/api/dashboardspa/web/frontend/tsconfig.json, internal/api/dashboardspa/web/shared/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configsinternal/api/dashboardspa/web/frontend/tsconfig.json, internal/api/dashboardspa/web/shared/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

98Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
53/55Manageable file sizes — 122/3,278 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes1,680,603
source_files_sampled3,278
oversized_source_files122

Machine-readable interfaces

100Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — docs/reference/schema/openapi.json, internal/api/openapi.json
20/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalyes
api_schema_filesdocs/reference/schema/openapi.json, internal/api/openapi.json

Key facts

1,000GitHub stars
100contributors
4,950commits, last 12 months
0days since last push
49releases
1bus factor
423open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 5.7 / 10
5.7aggregate

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 10:52 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 17/29 approved changesets -- score normalized to 5
10Contributorsproject has 19 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
Direct dependencies 37
RegistryPackageVersion constraintManifest
Gogithub.com/BurntSushi/tomlv1.6.0go.mod
Gogithub.com/Masterminds/semver/v3v3.4.0go.mod
Gogithub.com/danielgtaylor/huma/v2v2.37.3go.mod
Gogithub.com/fsnotify/fsnotifyv1.9.0go.mod
Gogithub.com/gastownhall/gascity-packsv0.3.1-0.20260617013242-33d3a430a67dgo.mod
Gogithub.com/go-jose/go-jose/v4v4.1.4go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674go.mod
Gogithub.com/invopop/jsonschemav0.13.0go.mod
Gogithub.com/oapi-codegen/runtimev1.4.0go.mod
Gogithub.com/pb33f/libopenapiv0.36.1go.mod
Gogithub.com/pb33f/libopenapi-validatorv0.13.4go.mod
Gogithub.com/rogpeppe/go-internalv1.14.1go.mod
Gogithub.com/santhosh-tekuri/jsonschema/v6v6.0.2go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/steveyegge/beadsv1.1.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/otelv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.19.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0go.mod
Gogo.opentelemetry.io/otel/logv0.19.0go.mod
Gogo.opentelemetry.io/otel/metricv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdk/logv0.19.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go.mod
Gogolang.org/x/syncv0.20.0go.mod
Gogolang.org/x/sysv0.45.0go.mod
Gogolang.org/x/termv0.43.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gok8s.io/apiv0.35.2go.mod
Gok8s.io/apimachineryv0.35.2go.mod
Gok8s.io/client-gov0.35.2go.mod
Gomodernc.org/sqlitev1.50.1go.mod
Gopgregory.net/rapidv1.2.0go.mod
All dependencies 1,178

Full resolved dependency set from the GitHub dependency graph: 37 direct and 1,141 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/burntsushi/tomlv1.6.0direct
Gogithub.com/danielgtaylor/huma/v2v2.37.3direct
Gogithub.com/fsnotify/fsnotifyv1.9.0direct
Gogithub.com/gastownhall/gascity-packsv0.3.1-0.20260617013242-33d3a430a67ddirect
Gogithub.com/go-jose/go-jose/v4v4.1.4direct
Gogithub.com/go-sql-driver/mysqlv1.9.3direct
Gogithub.com/golang-jwt/jwt/v5v5.3.0direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674direct
Gogithub.com/invopop/jsonschemav0.13.0direct
Gogithub.com/masterminds/semver/v3v3.4.0direct
Gogithub.com/oapi-codegen/runtimev1.4.0direct
Gogithub.com/pb33f/libopenapiv0.36.1direct
Gogithub.com/pb33f/libopenapi-validatorv0.13.4direct
Gogithub.com/rogpeppe/go-internalv1.14.1direct
Gogithub.com/santhosh-tekuri/jsonschema/v6v6.0.2direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/steveyegge/beadsv1.1.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogo.opentelemetry.io/otelv1.43.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.19.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0direct
Gogo.opentelemetry.io/otel/logv0.19.0direct
Gogo.opentelemetry.io/otel/metricv1.43.0direct
Gogo.opentelemetry.io/otel/sdkv1.43.0direct
Gogo.opentelemetry.io/otel/sdk/logv0.19.0direct
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0direct
Gogolang.org/x/syncv0.20.0direct
Gogolang.org/x/sysv0.45.0direct
Gogolang.org/x/termv0.43.0direct
Gogopkg.in/yaml.v3v3.0.1direct
Gok8s.io/apiv0.35.2direct
Gok8s.io/apimachineryv0.35.2direct
Gok8s.io/client-gov0.35.2direct
Gomodernc.org/sqlitev1.50.1direct
Gopgregory.net/rapidv1.2.0direct
Gocel.dev/exprv0.25.1indirect
Gocloud.google.com/gov0.120.0indirect
Gocloud.google.com/go/authv0.16.2indirect
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirect
Gocloud.google.com/go/compute/metadatav0.9.0indirect
Gocloud.google.com/go/iamv1.5.2indirect
Gocloud.google.com/go/monitoringv1.24.2indirect
Gocloud.google.com/go/storagev1.50.0indirect
Gofilippo.io/edwards25519v1.1.1indirect
Gogithub.com/abiosoft/readlinev0.0.0-20180607040430-155bce2042dbindirect
Gogithub.com/aliyun/aliyun-oss-go-sdkv3.0.2+incompatibleindirect
Gogithub.com/andreyvit/diffv0.0.0-20170406064948-c7f18ee00883indirect
Gogithub.com/apache/arrow/go/arrowv0.0.0-20211112161151-bc219186db40indirect
Gogithub.com/apache/thriftv0.23.0indirect
Gogithub.com/apapsch/go-jsonmerge/v2v2.0.0indirect
Gogithub.com/aws/aws-sdk-go-v2v1.41.5indirect
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.8indirect
Gogithub.com/aws/aws-sdk-go-v2/configv1.29.8indirect
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.17.61indirect
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.16.30indirect
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/managerv1.17.64indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.21indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.21indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.3indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.22indirect
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.41.0indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.7indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.13indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/endpoint-discoveryv1.10.15indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.21indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.21indirect
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.97.3indirect
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.25.0indirect
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.29.0indirect
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.33.16indirect
Gogithub.com/aws/smithy-gov1.24.2indirect
Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.21.0indirect
Gogithub.com/azure/azure-sdk-for-go/sdk/azidentityv1.13.1indirect
Gogithub.com/azure/azure-sdk-for-go/sdk/internalv1.11.2indirect
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azblobv1.6.4indirect
Gogithub.com/azuread/microsoft-authentication-library-for-gov1.6.0indirect
Gogithub.com/bahlo/generic-list-gov0.2.0indirect
Gogithub.com/basgys/goxml2jsonv1.1.1-0.20231018121955-e66ee54ceaadindirect
Gogithub.com/bcicen/jstreamv1.0.1indirect
Gogithub.com/buger/jsonparserv1.1.2indirect
Gogithub.com/cenkalti/backoff/v4v4.3.0indirect
Gogithub.com/cenkalti/backoff/v5v5.0.3indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/clipperhouse/uax29/v2v2.7.0indirect
Gogithub.com/cncf/xds/gov0.0.0-20251210132809-ee656c7534f5indirect
Gogithub.com/cockroachdb/apd/v3v3.2.3indirect
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/denisbrodbeck/machineidv1.0.1indirect
Gogithub.com/dolthub/aws-sdk-go-ini-parserv0.0.0-20250305001723-2821c37f6c12indirect
Gogithub.com/dolthub/dolt/gov0.40.5-0.20260605230755-1bf533220ab0indirect
Gogithub.com/dolthub/driver/v2v2.1.4indirect
Gogithub.com/dolthub/eventsapi_schemav0.0.0-20260310172945-37a9265ade69indirect
Gogithub.com/dolthub/flatbuffers/v23v23.3.3-dh.2indirect
Gogithub.com/dolthub/fslockv0.0.5indirect
Gogithub.com/dolthub/go-icu-regexv0.0.0-20260412212219-49724d547866indirect
Gogithub.com/dolthub/go-mysql-serverv0.20.1-0.20260605175459-433dbaebc97findirect
Gogithub.com/dolthub/gozstdv0.0.0-20240423170813-23a2903bca63indirect
Gogithub.com/dolthub/ishellv0.0.0-20260414231531-5f031e3e9037indirect
Gogithub.com/dolthub/jsonpathv0.0.2-0.20240227200619-19675ab05c71indirect
Gogithub.com/dolthub/vitessv0.0.0-20260604210335-0893abc80542indirect
Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/edsrzf/mmap-gov1.2.0indirect
Gogithub.com/emicklei/go-restful/v3v3.12.2indirect
Gogithub.com/envoyproxy/go-control-plane/envoyv1.36.0indirect
Gogithub.com/envoyproxy/protoc-gen-validatev1.3.0indirect
Gogithub.com/esote/minmaxheapv1.0.0indirect
Gogithub.com/fatih/colorv1.16.0indirect
Gogithub.com/felixge/httpsnoopv1.0.4indirect
Gogithub.com/flynn-archive/go-shlexv0.0.0-20150515145356-3f9db97f8568indirect
Gogithub.com/fxamacker/cbor/v2v2.9.0indirect
Gogithub.com/go-logr/logrv1.4.3indirect
Gogithub.com/go-logr/stdrv1.2.2indirect
Gogithub.com/go-openapi/jsonpointerv0.22.5indirect
Gogithub.com/go-openapi/jsonreferencev0.20.2indirect
Gogithub.com/go-openapi/swagv0.23.0indirect
Gogithub.com/go-openapi/swag/jsonnamev0.25.5indirect
Gogithub.com/go-viper/mapstructure/v2v2.4.0indirect
Gogithub.com/goccy/go-jsonv0.10.5indirect
Gogithub.com/gocraft/dbr/v2v2.7.6indirect
Gogithub.com/gofrs/flockv0.8.1indirect
Gogithub.com/golang/snappyv0.0.4indirect
Gogithub.com/google/btreev1.1.3indirect
Gogithub.com/google/gnostic-modelsv0.7.0indirect
Gogithub.com/google/go-github/v57v57.0.0indirect
Gogithub.com/google/go-querystringv1.1.0indirect
Gogithub.com/google/s2a-gov0.1.9indirect
Gogithub.com/google/shlexv0.0.0-20191202100458-e7afc7fbc510indirect
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                "key": "verified_domain",
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                "key": "owner_reach",
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                "max_points": 25
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                "key": "track_record",
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                    "code": "public_repos",
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                      "count": 23
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                    "code": "account_age_years",
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                "max_points": 25
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                "key": "linter_config",
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        ],
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                "key": "fuzzing",
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                "key": "maintained",
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                "key": "signed_releases",
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                "key": "vulnerabilities",
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            ]
          },
          {
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            ],
            "value": 100,
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            "components": [
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                "key": "policy_exposure_multiplier",
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                  {
                    "code": "jurisdiction_no_match",
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                ],
                "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": "excellent",
        "name": "AI Readiness",
        "value": 91,
        "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.",
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                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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              }
            ],
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            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [
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                "GEMINI.md",
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                "internal/session/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 30345
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, GEMINI.md, internal/bootstrap/packs/core/overlay/per-provider/kiro/AGENTS.md, internal/session/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, GEMINI.md, internal/bootstrap/packs/core/overlay/per-provider/kiro/AGENTS.md, internal/session/AGENTS.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, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 98,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
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              "bootstrap_files": [
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              ],
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              "has_linter_config": true,
              "typecheck_configs": [
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                "internal/api/dashboardspa/web/shared/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "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",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 1680603,
              "source_files_sampled": 3278,
              "oversized_source_files": 122
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
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                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "122/3278 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "sampled": 3278,
                      "oversized": 122
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "docs/reference/schema/openapi.json",
                "internal/api/openapi.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "docs/reference/schema/openapi.json, internal/api/openapi.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/reference/schema/openapi.json, internal/api/openapi.json"
                    }
                  }
                ],
                "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": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, 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": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T10:53:18.760044Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gastownhall/gascity.svg",
  "full_name": "gastownhall/gascity",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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.