Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 02:33 UTC

juggleim / jugglechat-server

Production-ready, self-hosted IM business server in Go — accounts, friends, groups, auth, bots, storage, and cross-platform chat clients.

GoApache-2.0★ 55 stars⑂ 3 forkssince Aug 2024View on GitHub ↗

juggleim/jugglechat-server holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (93/100) and lowest on AI Readiness (32/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

54
overall / 100
Moderate

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.

54
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

JuggleIMOrganization
341 followers33 public repossince Aug 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/juggleim/jugglechat-serverv1.1.21-322 days ago

Metrics by category

Vitality

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

93Excellent · 22% of overall
How it's scored
36/36Push recency — last push 2 days ago
23.5/36Commit cadence — 34/52 weeks with commits
18/18Commit volume — 119 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year119
human_commit_share
days_since_last_push2
active_weeks_last_year34

Release discipline

100Excellent
How it's scored
27/27Ships releases — 29 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~27 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count29
latest_release_tagv1.1.21
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases27
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?

59Moderate · 18% of overall
How it's scored
28.1/60Stars — 55 stars
2.5/25Forks — 3 forks
0/15Watchers — 0 watchers
Inputs used
forks3
stars55
watchers0
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 (Apache-2.0)
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?

40At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.1/22.5Commit distribution — top contributor authored 100% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.995
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.2/25Owner reach — 341 followers of juggleim
15/25Track record — 33 public repos, account ~1 yr old
Inputs used
followers341
owner_typeOrganization
is_verified
owner_loginjuggleim
public_repos33
account_age_days701
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 2 days ago
20/20Version history — 32 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/juggleim/jugglechat-server
ecosystemsgo
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

41At risk · 20% of overall
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.juggle.im/#/jugglechat
10/10Repository description
10/10Topics — 18 topics
10/10Wiki
Inputs used
topicsandroid, chat, chat-server, desktop, gin, golang, im-server, instant-messaging, ios, messaging, mysql, open-source, private-deployment, realtime, self-hosted, web, juggleim, chat-app
has_wikiyes
homepagehttps://www.juggle.im/#/jugglechat
has_readmeyes
has_docs_diryes
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-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 30 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate3.3
Excluded from scoring (no data or not applicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.

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.

32At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Go (statically typed)
51.9/55Manageable file sizes — 8/143 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes2,068,005
source_files_sampled143
oversized_source_files8
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — services/appbus.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalno
api_schema_filesservices/appbus.proto

Key facts

55GitHub stars
2contributors
119commits, last 12 months
2days since last push
29releases
1bus factor
0open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 3.3 / 10
3.3aggregate

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 · 2026-07-18 02:33 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
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
n/aDangerous-Workflowno workflows found
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
n/aPinned-Dependenciesno dependencies found
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities30 existing vulnerabilities detected
Direct dependencies 23
RegistryPackageVersion constraintManifest
Gogithub.com/alibabacloud-go/darabonba-openapi/v2v2.0.11go.mod
Gogithub.com/alibabacloud-go/dm-20151123/v2v2.3.0go.mod
Gogithub.com/alibabacloud-go/teav1.2.2go.mod
Gogithub.com/alibabacloud-go/tea-utils/v2v2.0.6go.mod
Gogithub.com/aliyun/credentials-gov1.4.6go.mod
Gogithub.com/go-mail/mail/v2v2.3.0go.mod
Gogithub.com/juggleim/imserver-sdk-gov1.0.16go.mod
Gogithub.com/aliyun/aliyun-oss-go-sdkv3.0.2+incompatiblego.mod
Gogithub.com/aws/aws-sdk-gov1.55.7go.mod
Gogithub.com/baidubce/bce-sdk-gov0.9.231go.mod
Gogithub.com/boombuler/barcodev1.0.2go.mod
Gogithub.com/gin-gonic/ginv1.10.1go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/hashicorp/golang-lruv1.0.2go.mod
Gogithub.com/lestrrat-go/file-rotatelogsv2.4.0+incompatiblego.mod
Gogithub.com/minio/minio-go/v7v7.0.93go.mod
Gogithub.com/mozillazg/go-pinyinv0.20.0go.mod
Gogithub.com/qiniu/go-sdk/v7v7.25.4go.mod
Gogithub.com/sirupsen/logrusv1.9.3go.mod
Gogoogle.golang.org/protobufv1.36.6go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gogorm.io/driver/mysqlv1.5.7go.mod
Gogorm.io/gormv1.25.12go.mod
All dependencies 86

Full resolved dependency set from the GitHub dependency graph: 23 direct and 63 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/alibabacloud-go/darabonba-openapi/v2v2.0.11direct
Gogithub.com/alibabacloud-go/dm-20151123/v2v2.3.0direct
Gogithub.com/alibabacloud-go/teav1.2.2direct
Gogithub.com/alibabacloud-go/tea-utils/v2v2.0.6direct
Gogithub.com/aliyun/aliyun-oss-go-sdkv3.0.2+incompatibledirect
Gogithub.com/aliyun/credentials-gov1.4.6direct
Gogithub.com/aws/aws-sdk-gov1.55.7direct
Gogithub.com/baidubce/bce-sdk-gov0.9.231direct
Gogithub.com/boombuler/barcodev1.0.2direct
Gogithub.com/gin-gonic/ginv1.10.1direct
Gogithub.com/go-mail/mail/v2v2.3.0direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/hashicorp/golang-lruv1.0.2direct
Gogithub.com/juggleim/imserver-sdk-gov1.0.16direct
Gogithub.com/lestrrat-go/file-rotatelogsv2.4.0+incompatibledirect
Gogithub.com/minio/minio-go/v7v7.0.93direct
Gogithub.com/mozillazg/go-pinyinv0.20.0direct
Gogithub.com/qiniu/go-sdk/v7v7.25.4direct
Gogithub.com/sirupsen/logrusv1.9.3direct
Gogoogle.golang.org/protobufv1.36.6direct
Gogopkg.in/yaml.v3v3.0.1direct
Gogorm.io/driver/mysqlv1.5.7direct
Gogorm.io/gormv1.25.12direct
Gofilippo.io/edwards25519v1.1.0indirect
Gogithub.com/alex-ant/gomathv0.0.0-20160516115720-89013a210a82indirect
Gogithub.com/alibabacloud-go/alibabacloud-gateway-spiv0.0.5indirect
Gogithub.com/alibabacloud-go/darabonba-numberv1.0.4indirect
Gogithub.com/alibabacloud-go/debugv1.0.1indirect
Gogithub.com/alibabacloud-go/endpoint-utilv1.1.0indirect
Gogithub.com/alibabacloud-go/openapi-utilv0.1.1indirect
Gogithub.com/alibabacloud-go/openplatform-20191219/v2v2.0.1indirect
Gogithub.com/alibabacloud-go/tea-fileformv1.1.1indirect
Gogithub.com/alibabacloud-go/tea-oss-sdkv1.1.5indirect
Gogithub.com/alibabacloud-go/tea-oss-utilsv1.1.0indirect
Gogithub.com/alibabacloud-go/tea-utilsv1.4.5indirect
Gogithub.com/alibabacloud-go/tea-xmlv1.1.3indirect
Gogithub.com/burntsushi/tomlv1.3.2indirect
Gogithub.com/bytedance/sonicv1.11.6indirect
Gogithub.com/bytedance/sonic/loaderv0.1.1indirect
Gogithub.com/clbanning/mxj/v2v2.5.5indirect
Gogithub.com/cloudwego/base64xv0.1.4indirect
Gogithub.com/cloudwego/iasmv0.2.0indirect
Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/gabriel-vasile/mimetypev1.4.3indirect
Gogithub.com/gammazero/toposortv0.1.1indirect
Gogithub.com/gin-contrib/ssev0.1.0indirect
Gogithub.com/go-ini/iniv1.67.0indirect
Gogithub.com/go-playground/localesv0.14.1indirect
Gogithub.com/go-playground/universal-translatorv0.18.1indirect
Gogithub.com/go-playground/validator/v10v10.20.0indirect
Gogithub.com/go-sql-driver/mysqlv1.9.3indirect
Gogithub.com/goccy/go-jsonv0.10.5indirect
Gogithub.com/gofrs/flockv0.8.1indirect
Gogithub.com/jinzhu/inflectionv1.0.0indirect
Gogithub.com/jinzhu/nowv1.1.5indirect
Gogithub.com/jmespath/go-jmespathv0.4.0indirect
Gogithub.com/jonboulle/clockworkv0.5.0indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/klauspost/compressv1.18.0indirect
Gogithub.com/klauspost/cpuid/v2v2.2.10indirect
Gogithub.com/leodido/go-urnv1.4.0indirect
Gogithub.com/lestrrat-go/strftimev1.0.6indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/minio/crc64nvmev1.0.1indirect
Gogithub.com/minio/md5-simdv1.1.2indirect
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect2v1.0.2indirect
Gogithub.com/pelletier/go-toml/v2v2.2.2indirect
Gogithub.com/philhofer/fwdv1.1.3-0.20240916144458-20a13a1f6b7cindirect
Gogithub.com/pkg/errorsv0.9.1indirect
Gogithub.com/rs/xidv1.6.0indirect
Gogithub.com/tinylib/msgpv1.3.0indirect
Gogithub.com/tjfoc/gmsmv1.4.1indirect
Gogithub.com/twitchyliquid64/golang-asmv0.15.1indirect
Gogithub.com/ugorji/go/codecv1.2.12indirect
Gogolang.org/x/archv0.8.0indirect
Gogolang.org/x/cryptov0.39.0indirect
Gogolang.org/x/netv0.41.0indirect
Gogolang.org/x/syncv0.15.0indirect
Gogolang.org/x/sysv0.33.0indirect
Gogolang.org/x/textv0.26.0indirect
Gogolang.org/x/timev0.12.0indirect
Gogopkg.in/alexcesaro/quotedprintable.v3v3.0.0-20150716171945-2caba252f4dcindirect
Gogopkg.in/ini.v1v1.67.0indirect
Gogopkg.in/mail.v2v2.3.1indirect
Gomodernc.org/fileutilv1.0.0indirect
Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "android",
        "chat",
        "chat-server",
        "desktop",
        "gin",
        "golang",
        "im-server",
        "instant-messaging",
        "ios",
        "messaging",
        "mysql",
        "open-source",
        "private-deployment",
        "realtime",
        "self-hosted",
        "web",
        "juggleim",
        "chat-app"
      ],
      "is_fork": false,
      "size_kb": 29201,
      "has_wiki": true,
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      "languages": {
        "Go": 437405,
        "HTML": 2014,
        "Shell": 68,
        "JavaScript": 164
      },
      "pushed_at": "2026-07-15T08:17:04Z",
      "created_at": "2024-08-15T03:45:47Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T04:14:33Z",
      "description": "Production-ready, self-hosted IM business server in Go — accounts, friends, groups, auth, bots, storage, and cross-platform chat clients.",
      "is_archived": false,
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        "Go"
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    "owner": {
      "blog": "https://juggle.im/",
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      "type": "Organization",
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      "location": "Hong Kong",
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      "avatar_url": "https://avatars.githubusercontent.com/u/178449237?v=4",
      "created_at": "2024-08-15T03:15:38Z",
      "is_verified": null,
      "public_repos": 33,
      "account_age_days": 701
    },
    "activity": {
      "releases_count": 29,
      "commits_last_year": 119,
      "latest_release_at": "2026-07-15T07:30:10Z",
      "latest_release_tag": "v1.1.21",
      "releases_from_tags": false,
      "days_since_last_push": 2,
      "active_weeks_last_year": 34,
      "days_since_latest_release": 2,
      "mean_days_between_releases": 27
    },
    "community": {
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      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
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          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/juggleim/jugglechat-server",
          "is_deprecated": false,
          "latest_version": "v1.1.21",
          "repository_url": "https://github.com/juggleim/jugglechat-server",
          "versions_count": 32,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-15T07:18:57Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 2
        }
      ]
    },
    "popularity": {
      "forks": 3,
      "stars": 55,
      "watchers": 0,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [
        "services/appbus.proto"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "largest_source_bytes": 2068005,
      "source_files_sampled": 143,
      "oversized_source_files": 8,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "go.mod"
      ],
      "ecosystems": [
        "go"
      ],
      "dependencies": [
        {
          "name": "github.com/alibabacloud-go/darabonba-openapi/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.0.11"
        },
        {
          "name": "github.com/alibabacloud-go/dm-20151123/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.3.0"
        },
        {
          "name": "github.com/alibabacloud-go/tea",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.2.2"
        },
        {
          "name": "github.com/alibabacloud-go/tea-utils/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.0.6"
        },
        {
          "name": "github.com/aliyun/credentials-go",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.4.6"
        },
        {
          "name": "github.com/go-mail/mail/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.3.0"
        },
        {
          "name": "github.com/juggleim/imserver-sdk-go",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.0.16"
        },
        {
          "name": "github.com/aliyun/aliyun-oss-go-sdk",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v3.0.2+incompatible"
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            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "30 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 32,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance",
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 2068005,
              "source_files_sampled": 143,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/143 source files over 60KB",
                "points": 51.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 143,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "services/appbus.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "services/appbus.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "services/appbus.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "2026-07-18T02:33:39.120892Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/juggleim/jugglechat-server.svg",
  "full_name": "juggleim/jugglechat-server",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.12.0 — full methodology · metrics wiki.

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