Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 04:10 UTC

simple-robot / simpler-robot

Simple Robot,一个bot风格的Kotlin多平台事件调度框架,异步高效、Java友好!/ A Bot-style Kotlin Multiplatform event scheduling framework, asynchronous and high-performance, java-friendly! 🐱😼😻😸

KotlinLGPL-3.0★ 562 stars⑂ 45 forkssince Jul 2020View on GitHub ↗

simple-robot/simpler-robot holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Vitality (84/100) and lowest on Sustainability & Governance (54/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.

71
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.

71
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

66 followers26 public repossince Jan 2021

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

Metrics by category

Vitality

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

84Good · 22% of overall
How it's scored
36/36Push recency — last push 6 days ago
15.2/36Commit cadence — 22/52 weeks with commits
18/18Commit volume — 153 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year153
human_commit_share0.9
days_since_last_push6
active_weeks_last_year22
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 10 days ago
19.8/27Release cadence — a release every ~56.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv5.0.0-Preview4
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases56.2
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?

73Good · 18% of overall
How it's scored
44.6/60Stars — 562 stars
13.7/25Forks — 45 forks
3.3/15Watchers — 5 watchers
Inputs used
forks45
stars562
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (LGPL-3.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

54Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.9/22.5Commit distribution — top contributor authored 96% of commits
4.1/13.5Contributor breadth — 3 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.959
How it's scored
45.2/46.8Issue resolution — 97% of issues closed
27.9/38.3PR acceptance — 528/724 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs528
open_issues14
closed_issues393
issue_closed_ratio0.966
closed_unmerged_prs196
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.1/25Owner reach — 66 followers of simple-robot
21.4/25Track record — 26 public repos, account ~5 yr old
Inputs used
followers66
owner_typeOrganization
is_verified
owner_loginsimple-robot
public_repos26
account_age_days2,004

Engineering Quality

Are baseline engineering and documentation practices in place?

84Good · 20% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://simbot.forte.love
10/10Repository description
10/10Topics — 13 topics
10/10Wiki
Inputs used
topicssimbot, simple-robot, bot, qqbot, kook-bot, qq-bot, qq-guild-bot, java, kotlin, bot-framework, kotlin-coroutines, kotlin-multiplatform, telegram-bot
has_wikiyes
homepagehttps://simbot.forte.love
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

61Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 13 out of 13 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
7.5/7.5Code-Review — all changesets reviewed
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories51
affected_packages17
assessed_packages187
unassessed_packages53
affected_by_severitycritical 6, high 8, moderate 3
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 187 resolved dependencies against OSV. 53 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

60Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 83 of 90 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.922
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — benchmarks/v4-v3-core-benchmark/build.gradle.kts, build-logic/build.gradle.kts, build-logic/conventions/build.gradle.kts (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Kotlin (statically typed)
10/10Reproducible environment — lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 10 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesyarn.lock
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.02
toolchain_manifestsbenchmarks/v4-v3-core-benchmark/build.gradle.kts, build-logic/build.gradle.kts, build-logic/conventions/build.gradle.kts, build-logic/shared/build.gradle.kts, build.gradle.kts, internal-processors/build.gradle.kts, internal-processors/interface-uml-processor/build.gradle.kts, internal-processors/kook-api-reader/build.gradle.kts, internal-processors/kook-message-element-processor/build.gradle.kts, internal-processors/onebot-event-type-resolver-processor/build.gradle.kts, internal-processors/onebot-include-component-message-elements-processor/build.gradle.kts, internal-processors/qq-api-reader/build.gradle.kts, internal-processors/qq-dispatch-serializer-processor/build.gradle.kts, internal-processors/qq-intents-processor/build.gradle.kts, samples/build.gradle.kts, samples/qq-webhook-server-ktor/build.gradle.kts, samples/qq-webhook-server-spring-webflux/build.gradle.kts, samples/qq-webhook-server-spring/build.gradle.kts, simbot-api/build.gradle.kts, simbot-commons/build.gradle.kts, simbot-commons/simbot-common-annotations/build.gradle.kts, simbot-commons/simbot-common-apidefinition/build.gradle.kts, simbot-commons/simbot-common-atomic/build.gradle.kts, simbot-commons/simbot-common-collection/build.gradle.kts, simbot-commons/simbot-common-core/build.gradle.kts, simbot-commons/simbot-common-ktor-inputfile/build.gradle.kts, simbot-commons/simbot-common-stage-loop/build.gradle.kts, simbot-commons/simbot-common-streamable/build.gradle.kts, simbot-commons/simbot-common-suspend-runner/build.gradle.kts, simbot-commons/simbot-common-time/build.gradle.kts, simbot-component-kook/build.gradle.kts, simbot-component-kook/simbot-component-kook-api/build.gradle.kts, simbot-component-kook/simbot-component-kook-core/build.gradle.kts, simbot-component-kook/simbot-component-kook-stdlib/build.gradle.kts, simbot-component-onebot/build.gradle.kts, simbot-component-onebot/simbot-component-onebot-common/build.gradle.kts, simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-common/build.gradle.kts, simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-core/build.gradle.kts, simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-event/build.gradle.kts, simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-message/build.gradle.kts, simbot-component-qq/build.gradle.kts, simbot-component-qq/simbot-component-qq-guild-api/build.gradle.kts, simbot-component-qq/simbot-component-qq-guild-core/build.gradle.kts, simbot-component-qq/simbot-component-qq-guild-internal-ed25519/build.gradle.kts, simbot-component-qq/simbot-component-qq-guild-stdlib/build.gradle.kts, simbot-cores/simbot-core-spring-boot-starter-common/build.gradle.kts, simbot-cores/simbot-core-spring-boot-starter-v2/build.gradle.kts, simbot-cores/simbot-core-spring-boot-starter/build.gradle.kts, simbot-cores/simbot-core/build.gradle.kts, simbot-extensions/build.gradle.kts, simbot-extensions/simbot-extension-continuous-session/build.gradle.kts, simbot-gradles/build.gradle.kts, simbot-gradles/simbot-gradle-plugin/build.gradle.kts, simbot-gradles/simbot-gradle-suspendtransforms/build.gradle.kts, simbot-logger-slf4j2-impl/build.gradle.kts, simbot-logger/build.gradle.kts, simbot-processors/build.gradle.kts, simbot-processors/class-builder/simbot-processor-class-builder-annotation/build.gradle.kts, simbot-processors/class-builder/simbot-processor-class-builder-test/build.gradle.kts, simbot-processors/class-builder/simbot-processor-class-builder/build.gradle.kts, simbot-processors/simbot-processor-message-element-polymorphic-include/build.gradle.kts, simbot-quantcat/build.gradle.kts, simbot-quantcat/simbot-quantcat-annotations/build.gradle.kts, simbot-quantcat/simbot-quantcat-common/build.gradle.kts, simbot-test/build.gradle.kts, tests/spring-boot-starter-test/build.gradle.kts
dependency_bot_commit_share0.1
How it's scored
45/45Type-checkable code — Kotlin (statically typed)
55/55Manageable file sizes — 0/1,377 source files over 60KB
Inputs used
primary_languageKotlin
largest_source_bytes44,064
source_files_sampled1,377
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, samples
Inputs used
example_dirsexample, samples
has_mcp_signalno
api_schema_files

Key facts

562GitHub stars
3contributors
153commits, last 12 months
6days since last push
100releases
1bus factor
14open issues
Mavenpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 45 ⇿
0Stars
45Forks
98Releases

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.

010203040504522020-102023-072026-05
Major 2Minor 21Patch 12

Each point covers 6 days.

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-07-25 04:10 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities16 existing vulnerabilities detected
All dependencies 240

Full resolved dependency set from the GitHub dependency graph: 0 direct and 240 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Mavenorg.jetbrains.kotlinx:kotlinx-coroutines-jdk8indirect
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Mavenorg.jetbrains.kotlinx:kotlinx-serialization-jsonindirect
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Mavenorg.jetbrains.kotlinx:kotlinx-serialization-json-jvm1.2.1indirect
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Mavenorg.projectlombok:lombok1.18.22indirect
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Mavenorg.slf4j:slf4j-apiindirect
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Mavenorg.sonatype.plugins:nexus-staging-maven-pluginindirect
Mavenorg.springframework.boot:spring-boot-autoconfigureindirect
Mavenorg.springframework.boot:spring-boot-configuration-processorindirect
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Mavenorg.springframework.boot:spring-boot-starter-parent2.5.0indirect
Mavenorg.springframework.boot:spring-boot-starter-webindirect
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Dependency advisories 17

This repository publishes no package the index resolves, so its own dependency graph was assessed — 187 packages, which also include development and test pins that never ship: 17 carry known advisories, of which 0 are direct. 53 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
cn.hutool:hutool-all5.5.1indirectcritical25.8.21
cn.hutool:hutool-core5.5.1indirectcritical75.8.24
cn.hutool:hutool-extra5.5.1indirectcritical15.8.40
cn.hutool:hutool-http5.5.1indirectcritical15.7.19
cn.hutool:hutool-json5.5.1indirectcritical620230227
org.springframework:spring-web5.3.13indirectcritical66.1.14
brace-expansion2.0.1indirecthigh45.0.8
com.alibaba:fastjson1.2.75indirecthigh11.2.83
com.fasterxml.jackson.core:jackson-databind2.11.3indirecthigh93.1.4
glob10.4.5indirecthigh111.1.0
js-yaml4.1.0indirecthigh34.3.0
minimatch9.0.5indirecthigh310.2.3
serialize-javascript6.0.2indirecthigh27.0.5
ws8.18.3indirecthigh28.21.0
diff7.0.0indirectmoderate18.0.3
io.ktor:ktor-client-core-jvm1.6.2indirectmoderate12.3.13
org.jetbrains.kotlin:kotlin-stdlib1.5.20indirectmoderate11.6.0

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
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                "key": "ships_releases",
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              {
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              {
                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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            "inputs": {
              "cap": null,
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
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            "note": null,
            "notes": [],
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            "inputs": {
              "forks": 45,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "points": 44.6,
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                "max_points": 60
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              {
                "key": "forks",
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                "key": "watchers",
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                "max_points": 15
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          },
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            "inputs": {
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                "key": "readme",
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              {
                "key": "license",
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                "points": 22.5,
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                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "LGPL-3.0"
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      {
        "key": "governance",
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            "notes": [],
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                  {
                    "code": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "detail": "top contributor authored 96% of commits",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 3,
                "status": "partial",
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                "max_points": 10
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          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 528,
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              "closed_issues": 393,
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                "key": "issue_resolution",
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                "detail": "97% of issues closed",
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                    "code": "issues_closed_share",
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                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
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                "detail": "528/724 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "merged": 528,
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
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            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "followers": 66,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "simple-robot",
              "public_repos": 26,
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "66 followers of simple-robot",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 66,
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "26 public repos, account ~5 yr old",
                "points": 21.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 26
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                  }
                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 84,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
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                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 20,
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
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                "simple-robot",
                "bot",
                "qqbot",
                "kook-bot",
                "qq-bot",
                "qq-guild-bot",
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                "bot-framework",
                "kotlin-coroutines",
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                "telegram-bot"
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            "components": [
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                "key": "readme",
                "name": "README",
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                "key": "documentation_directory",
                "name": "Documentation directory",
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              {
                "key": "documentation_homepage_site",
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                "key": "repository_description",
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              },
              {
                "key": "topics",
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                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
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            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 7.5
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              {
                "key": "ci_tests",
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                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
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              },
              {
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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 3 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "16 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 187 resolved dependencies against OSV; 53 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 187
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 53
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 51,
              "affected_packages": 17,
              "assessed_packages": 187,
              "unassessed_packages": 53,
              "affected_by_severity": "critical 6, high 8, moderate 3",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 187,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 5
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.922,
              "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": "83 of 90 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 83,
                      "sampled": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "yarn.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "benchmarks/v4-v3-core-benchmark/build.gradle.kts",
                "build-logic/build.gradle.kts",
                "build-logic/conventions/build.gradle.kts",
                "build-logic/shared/build.gradle.kts",
                "build.gradle.kts",
                "internal-processors/build.gradle.kts",
                "internal-processors/interface-uml-processor/build.gradle.kts",
                "internal-processors/kook-api-reader/build.gradle.kts",
                "internal-processors/kook-message-element-processor/build.gradle.kts",
                "internal-processors/onebot-event-type-resolver-processor/build.gradle.kts",
                "internal-processors/onebot-include-component-message-elements-processor/build.gradle.kts",
                "internal-processors/qq-api-reader/build.gradle.kts",
                "internal-processors/qq-dispatch-serializer-processor/build.gradle.kts",
                "internal-processors/qq-intents-processor/build.gradle.kts",
                "samples/build.gradle.kts",
                "samples/qq-webhook-server-ktor/build.gradle.kts",
                "samples/qq-webhook-server-spring-webflux/build.gradle.kts",
                "samples/qq-webhook-server-spring/build.gradle.kts",
                "simbot-api/build.gradle.kts",
                "simbot-commons/build.gradle.kts",
                "simbot-commons/simbot-common-annotations/build.gradle.kts",
                "simbot-commons/simbot-common-apidefinition/build.gradle.kts",
                "simbot-commons/simbot-common-atomic/build.gradle.kts",
                "simbot-commons/simbot-common-collection/build.gradle.kts",
                "simbot-commons/simbot-common-core/build.gradle.kts",
                "simbot-commons/simbot-common-ktor-inputfile/build.gradle.kts",
                "simbot-commons/simbot-common-stage-loop/build.gradle.kts",
                "simbot-commons/simbot-common-streamable/build.gradle.kts",
                "simbot-commons/simbot-common-suspend-runner/build.gradle.kts",
                "simbot-commons/simbot-common-time/build.gradle.kts",
                "simbot-component-kook/build.gradle.kts",
                "simbot-component-kook/simbot-component-kook-api/build.gradle.kts",
                "simbot-component-kook/simbot-component-kook-core/build.gradle.kts",
                "simbot-component-kook/simbot-component-kook-stdlib/build.gradle.kts",
                "simbot-component-onebot/build.gradle.kts",
                "simbot-component-onebot/simbot-component-onebot-common/build.gradle.kts",
                "simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-common/build.gradle.kts",
                "simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-core/build.gradle.kts",
                "simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-event/build.gradle.kts",
                "simbot-component-onebot/simbot-component-onebot-v11/simbot-component-onebot-v11-message/build.gradle.kts",
                "simbot-component-qq/build.gradle.kts",
                "simbot-component-qq/simbot-component-qq-guild-api/build.gradle.kts",
                "simbot-component-qq/simbot-component-qq-guild-core/build.gradle.kts",
                "simbot-component-qq/simbot-component-qq-guild-internal-ed25519/build.gradle.kts",
                "simbot-component-qq/simbot-component-qq-guild-stdlib/build.gradle.kts",
                "simbot-cores/simbot-core-spring-boot-starter-common/build.gradle.kts",
                "simbot-cores/simbot-core-spring-boot-starter-v2/build.gradle.kts",
                "simbot-cores/simbot-core-spring-boot-starter/build.gradle.kts",
                "simbot-cores/simbot-core/build.gradle.kts",
                "simbot-extensions/build.gradle.kts",
                "simbot-extensions/simbot-extension-continuous-session/build.gradle.kts",
                "simbot-gradles/build.gradle.kts",
                "simbot-gradles/simbot-gradle-plugin/build.gradle.kts",
                "simbot-gradles/simbot-gradle-suspendtransforms/build.gradle.kts",
                "simbot-logger-slf4j2-impl/build.gradle.kts",
                "simbot-logger/build.gradle.kts",
                "simbot-processors/build.gradle.kts",
                "simbot-processors/class-builder/simbot-processor-class-builder-annotation/build.gradle.kts",
                "simbot-processors/class-builder/simbot-processor-class-builder-test/build.gradle.kts",
                "simbot-processors/class-builder/simbot-processor-class-builder/build.gradle.kts",
                "simbot-processors/simbot-processor-message-element-polymorphic-include/build.gradle.kts",
                "simbot-quantcat/build.gradle.kts",
                "simbot-quantcat/simbot-quantcat-annotations/build.gradle.kts",
                "simbot-quantcat/simbot-quantcat-common/build.gradle.kts",
                "simbot-test/build.gradle.kts",
                "tests/spring-boot-starter-test/build.gradle.kts"
              ],
              "dependency_bot_commit_share": 0.1
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "benchmarks/v4-v3-core-benchmark/build.gradle.kts, build-logic/build.gradle.kts, build-logic/conventions/build.gradle.kts (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "benchmarks/v4-v3-core-benchmark/build.gradle.kts, build-logic/build.gradle.kts, build-logic/conventions/build.gradle.kts"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "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": "Kotlin (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Kotlin"
                    }
                  }
                ],
                "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": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "10 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Kotlin",
              "largest_source_bytes": 44064,
              "source_files_sampled": 1377,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Kotlin (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Kotlin"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/1377 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1377,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "example, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, samples"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T04:10:59.560357Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/simple-robot/simpler-robot.svg",
  "full_name": "simple-robot/simpler-robot",
  "license_state": "standard",
  "license_spdx": "LGPL-3.0"
}

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 v0.27.0 — full methodology · metrics wiki.

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