Public record
Software health reportschema 0.23.0 · metrics 1.13.0 · 2026-07-21 18:50 UTC

JerrettDavis / JD.AI

AI-powered terminal assistant built on Semantic Kernel.

C#MIT★ 4 stars⑂ 2 forkssince Feb 2026View on GitHub ↗

JerrettDavis/JD.AI holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (84/100) and lowest on Community & Adoption (47/100). It was last updated today. A single contributor accounts for most of its recent work.

68
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.

68
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

JD DavisPersonal account
156 followers125 public repossince Oct 2012

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
NuGetJD.AI.Daemon1.1.695-4687 days agoaidaemonservicegatewaydashboardsystemd
NuGetJD.AI.Gateway1.1.695-4687 days agoaigatewaysemantic-kernelsignalrcontrol-plane

Metrics by category

Vitality

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

83Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
14.5/36Commit cadence — 21/52 weeks with commits
18/18Commit volume — 1,046 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_year1,046
human_commit_share0.3
days_since_last_push0
active_weeks_last_year21
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~3.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.1.697
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases3.2

Community & Adoption

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

47At risk · 18% of overall
How it's scored
7.7/60Stars — 4 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code 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_conductno
has_pull_request_templateyes
How it's scored
54.2/80Total downloads — 165,072 downloads all-time across nuget
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesJD.AI.Daemon, JD.AI.Gateway
dependents
ecosystemsnuget
total_downloads165,072
monthly_downloads
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

59Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
34.6/38.3PR acceptance — 337/373 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/12 approved changesets -- score normalized to 0
Inputs used
merged_prs337
open_issues0
closed_issues164
issue_closed_ratio1
closed_unmerged_prs36
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.8/25Owner reach — 156 followers of JerrettDavis
25/25Track record — 125 public repos, account ~13 yr old
Inputs used
followers156
owner_typeUser
is_verified
owner_loginJerrettDavis
public_repos125
account_age_days5,021
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 2 package(s) on nuget
35/35Publish recency — latest publish 7 days ago
20/20Version history — 468 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesJD.AI.Daemon, JD.AI.Gateway
ecosystemsnuget
any_deprecatedno
min_days_since_publish7

Engineering Quality

Are baseline engineering and documentation practices in place?

84Good · 20% of overall
How it's scored
24/24CI workflows — 13 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 23 out of 23 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://jerrettdavis.github.io/JD.AI/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsai, ai-agents, semantic-kernel, tui
has_wikiyes
homepagehttps://jerrettdavis.github.io/JD.AI/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

63Moderate · 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
2.5/2.5CI-Tests — 23 out of 23 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
0/7.5Code-Review — Found 0/12 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no 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 0 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
4.5/5SAST — SAST tool detected but not run on all commits
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.4
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
advisories0
affected_packages0
assessed_packages3
unassessed_packages76
affected_by_severitynone
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 3 resolved dependencies against OSV. 76 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.

66Moderate · 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 — 30 of 30 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — docs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — C# (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 26 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 54 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
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.26
toolchain_manifestsdocs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj, src/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj, src/JD.AI.Channels.Signal/JD.AI.Channels.Signal.csproj, src/JD.AI.Channels.Slack/JD.AI.Channels.Slack.csproj, src/JD.AI.Channels.Telegram/JD.AI.Channels.Telegram.csproj, src/JD.AI.Channels.Web/JD.AI.Channels.Web.csproj, src/JD.AI.Connectors.Jira/JD.AI.Connectors.Jira.csproj, src/JD.AI.Connectors.Sdk/JD.AI.Connectors.Sdk.csproj, src/JD.AI.Core/JD.AI.Core.csproj, src/JD.AI.Credentials.Aws/JD.AI.Credentials.Aws.csproj, src/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj, src/JD.AI.Daemon/JD.AI.Daemon.csproj, src/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj, src/JD.AI.Gateway.Client/JD.AI.Gateway.Client.csproj, src/JD.AI.Gateway/JD.AI.Gateway.csproj, src/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj, src/JD.AI.Sandbox/JD.AI.Sandbox.csproj, src/JD.AI.SpecSite/JD.AI.SpecSite.csproj, src/JD.AI.Telemetry/JD.AI.Telemetry.csproj, src/JD.AI.Workflows.Distributed/JD.AI.Workflows.Distributed.csproj, src/JD.AI.Workflows/JD.AI.Workflows.csproj, src/JD.AI/JD.AI.csproj, tests/E2E/JD.AI.E2E.Tests/JD.AI.E2E.Tests.csproj, tests/JD.AI.Daemon.Tests/JD.AI.Daemon.Tests.csproj, tests/JD.AI.Gateway.Tests/JD.AI.Gateway.Tests.csproj, tests/JD.AI.IntegrationTests/JD.AI.IntegrationTests.csproj, tests/JD.AI.Sandbox.Tests/JD.AI.Sandbox.Tests.csproj, tests/JD.AI.Specs.UI/JD.AI.Specs.UI.csproj, tests/JD.AI.Specs/JD.AI.Specs.csproj, tests/JD.AI.Tests/JD.AI.Tests.csproj, tools/JD.AI.Workflows.Training/JD.AI.Workflows.Training.csproj
dependency_bot_commit_share0.54
How it's scored
45/45Type-checkable code — C# (statically typed)
54.8/55Manageable file sizes — 6/1,418 source files over 60KB
Inputs used
primary_languageC#
largest_source_bytes238,033
source_files_sampled1,418
oversized_source_files6
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files

Key facts

4GitHub stars
1contributors
1,046commits, last 12 months
0days since last push
100releases
1bus factor
0open issues
npmpackage ecosystems

More detail

Star and fork history 4 ★ / 2 ⇿
4Stars
2Forks
93Releases

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.

012344212026-032026-052026-07
Major 0Minor 0Patch 93
OpenSSF Scorecard 5.4 / 10
5.4aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-21 18:50 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/12 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate 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
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 67
RegistryPackageVersion constraintManifest
NuGetDiscord.Netsrc/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj
NuGetMicrosoft.Extensions.Hosting.Abstractionssrc/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj
NuGetMicrosoft.Extensions.Logging.Abstractionssrc/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj
NuGetMicrosoft.Extensions.Optionssrc/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj
NuGetNSec.Cryptographysrc/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj
NuGetMicrosoft.Data.Sqlitesrc/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj
NuGetSQLitePCLRaw.lib.e_sqlite3src/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj
NuGetMicrosoft.Extensions.Hosting.Abstractionssrc/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj
NuGetSlackNetsrc/JD.AI.Channels.Slack/JD.AI.Channels.Slack.csproj
NuGetTelegram.Botsrc/JD.AI.Channels.Telegram/JD.AI.Channels.Telegram.csproj
NuGetMicrosoft.SemanticKernel.Abstractionssrc/JD.AI.Connectors.Jira/JD.AI.Connectors.Jira.csproj
NuGetMicrosoft.Extensions.DependencyInjection.Abstractionssrc/JD.AI.Connectors.Sdk/JD.AI.Connectors.Sdk.csproj
NuGetJD.SemanticKernel.Extensionssrc/JD.AI.Core/JD.AI.Core.csproj
NuGetJD.SemanticKernel.Extensions.Mcpsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetJD.SemanticKernel.Connectors.ClaudeCodesrc/JD.AI.Core/JD.AI.Core.csproj
NuGetJD.SemanticKernel.Connectors.GitHubCopilotsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetJD.SemanticKernel.Connectors.OpenAICodexsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.Data.Sqlitesrc/JD.AI.Core/JD.AI.Core.csproj
NuGetSQLitePCLRaw.lib.e_sqlite3src/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.Extensions.Hosting.Abstractionssrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernelsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.AzureOpenAIsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.OpenAIsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.Googlesrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.MistralAIsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.Amazonsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetMicrosoft.SemanticKernel.Connectors.HuggingFacesrc/JD.AI.Core/JD.AI.Core.csproj
NuGetSystem.Security.Cryptography.ProtectedDatasrc/JD.AI.Core/JD.AI.Core.csproj
NuGetYamlDotNetsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetHtmlAgilityPacksrc/JD.AI.Core/JD.AI.Core.csproj
NuGetUglyToad.PdfPigsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetSixLabors.ImageSharpsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetLLamaSharpsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetLLamaSharp.Backend.Cpusrc/JD.AI.Core/JD.AI.Core.csproj
NuGetSSH.NETsrc/JD.AI.Core/JD.AI.Core.csproj
NuGetStackExchange.Redissrc/JD.AI.Core/JD.AI.Core.csproj
NuGetAWSSDK.SecretsManagersrc/JD.AI.Credentials.Aws/JD.AI.Credentials.Aws.csproj
NuGetMicrosoft.Extensions.DependencyInjection.Abstractionssrc/JD.AI.Credentials.Aws/JD.AI.Credentials.Aws.csproj
NuGetAzure.Identitysrc/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj
NuGetAzure.Security.KeyVault.Secretssrc/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj
NuGetMicrosoft.Extensions.DependencyInjection.Abstractionssrc/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj
NuGetMicrosoft.AspNetCore.Components.WebAssembly.Serversrc/JD.AI.Daemon/JD.AI.Daemon.csproj
NuGetMicrosoft.Extensions.Hosting.WindowsServicessrc/JD.AI.Daemon/JD.AI.Daemon.csproj
NuGetMicrosoft.Extensions.Hosting.Systemdsrc/JD.AI.Daemon/JD.AI.Daemon.csproj
NuGetSystem.CommandLinesrc/JD.AI.Daemon/JD.AI.Daemon.csproj
NuGetMicrosoft.AspNetCore.Components.WebAssemblysrc/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj
NuGetMicrosoft.AspNetCore.Components.WebAssembly.DevServersrc/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj
NuGetMicrosoft.AspNetCore.SignalR.Clientsrc/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj
NuGetMudBlazorsrc/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj
NuGetMicrosoft.AspNetCore.SignalR.Clientsrc/JD.AI.Gateway.Client/JD.AI.Gateway.Client.csproj
NuGetMicrosoft.Extensions.Httpsrc/JD.AI.Gateway.Client/JD.AI.Gateway.Client.csproj
NuGetMicrosoft.AspNetCore.OpenApisrc/JD.AI.Gateway/JD.AI.Gateway.csproj
NuGetMicrosoft.OpenApisrc/JD.AI.Gateway/JD.AI.Gateway.csproj
NuGetMicrosoft.Extensions.DependencyInjectionsrc/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj
NuGetMicrosoft.Extensions.Hosting.Abstractionssrc/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj
NuGetMicrosoft.Extensions.Logging.Abstractionssrc/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj
NuGetMicrosoft.Extensions.Optionssrc/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj
NuGetMicrosoft.SemanticKernelsrc/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj
NuGetYamlDotNetsrc/JD.AI.SpecSite/JD.AI.SpecSite.csproj
NuGetMicrosoft.Extensions.DependencyInjectionsrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Extensions.Hostingsrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocolsrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Exporter.Consolesrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Exporter.Zipkinsrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Instrumentation.AspNetCoresrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetOpenTelemetry.Instrumentation.Httpsrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
NuGetMicrosoft.Extensions.Diagnostics.HealthCheckssrc/JD.AI.Telemetry/JD.AI.Telemetry.csproj
All dependencies 79

Full resolved dependency set from the GitHub dependency graph: 54 direct and 25 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
NuGetAWSSDK.SecretsManagerdirect
NuGetAzure.Identitydirect
NuGetAzure.Security.KeyVault.Secretsdirect
NuGetDiscord.Netdirect
NuGetHtmlAgilityPackdirect
NuGetJD.SemanticKernel.Connectors.ClaudeCodedirect
NuGetJD.SemanticKernel.Connectors.GitHubCopilotdirect
NuGetJD.SemanticKernel.Connectors.OpenAICodexdirect
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NuGetLLamaSharpdirect
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NuGetMicrosoft.AspNetCore.Components.WebAssembly.DevServerdirect
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NuGetMicrosoft.Data.Sqlitedirect
NuGetMicrosoft.Extensions.DependencyInjectiondirect
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NuGetMicrosoft.Extensions.Httpdirect
NuGetMicrosoft.Extensions.Logging.Abstractionsdirect
NuGetMicrosoft.Extensions.Optionsdirect
NuGetMicrosoft.OpenApidirect
NuGetMicrosoft.SemanticKerneldirect
NuGetMicrosoft.SemanticKernel.Abstractionsdirect
NuGetMicrosoft.SemanticKernel.Connectors.Amazondirect
NuGetMicrosoft.SemanticKernel.Connectors.AzureOpenAIdirect
NuGetMicrosoft.SemanticKernel.Connectors.Googledirect
NuGetMicrosoft.SemanticKernel.Connectors.HuggingFacedirect
NuGetMicrosoft.SemanticKernel.Connectors.MistralAIdirect
NuGetMicrosoft.SemanticKernel.Connectors.OpenAIdirect
NuGetMudBlazordirect
NuGetNSec.Cryptographydirect
NuGetOpenTelemetry.Exporter.Consoledirect
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocoldirect
NuGetOpenTelemetry.Exporter.Zipkindirect
NuGetOpenTelemetry.Extensions.Hostingdirect
NuGetOpenTelemetry.Instrumentation.AspNetCoredirect
NuGetOpenTelemetry.Instrumentation.Httpdirect
NuGetSixLabors.ImageSharpdirect
NuGetSlackNetdirect
NuGetSQLitePCLRaw.lib.e_sqlite3direct
NuGetSSH.NETdirect
NuGetStackExchange.Redisdirect
NuGetSystem.CommandLinedirect
NuGetSystem.Security.Cryptography.ProtectedDatadirect
NuGetTelegram.Botdirect
NuGetUglyToad.PdfPigdirect
NuGetYamlDotNetdirect
npmfsevents2.3.2indirect
npmplaywright1.61.1indirect
npmplaywright^1.58.2indirect
npmplaywright-core1.61.1indirect
NuGetAngleSharpindirect
NuGetAzure.Messaging.ServiceBusindirect
NuGetbunitindirect
NuGetcoverlet.collectorindirect
NuGetFluentAssertionsindirect
NuGetMarkdigindirect
NuGetMicrosoft.AspNetCore.Mvc.Testingindirect
NuGetMicrosoft.EntityFrameworkCoreindirect
NuGetMicrosoft.EntityFrameworkCore.Sqliteindirect
NuGetMicrosoft.MLindirect
NuGetMicrosoft.NET.Test.Sdkindirect
NuGetMicrosoft.Playwrightindirect
NuGetNSubstituteindirect
NuGetReqnrollindirect
NuGetReqnroll.xUnitindirect
NuGetSpectre.Consoleindirect
NuGetTinyBDD.Xunitindirect
NuGetWorkflowFrameworkindirect
NuGetxunitindirect
NuGetxunit.runner.visualstudioindirect
NuGetXunit.SkippableFactindirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 3 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 76 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

No known advisories affect the assessed dependencies.

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
{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "ai-agents",
        "semantic-kernel",
        "tui"
      ],
      "is_fork": false,
      "size_kb": 64709,
      "has_wiki": true,
      "homepage": "https://jerrettdavis.github.io/JD.AI/",
      "languages": {
        "C#": 8084341,
        "CSS": 3783,
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          "is_bot": false,
          "headline": "chore(deps): bump JD.SemanticKernel.Connectors.GitHubCopilot 0.1.46 t…",
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          "is_bot": false,
          "headline": "fix: bump Microsoft.Extensions.* to 10.0.8 to resolve NU1605 downgrad…",
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        {
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          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.22 to 0.1.26 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T18:19:49Z",
          "body_truncated": false,
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        {
          "oid": "f6cfecba24f7c3f3f5f0c3af6420aba5bbc188f4",
          "body": "…524)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.30\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.29 to 1.0.30 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T18:19:26Z",
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        {
          "oid": "a9da500c7e1adcc37771727d507105a13f898d28",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.24\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.23 to 4.0.4.24 (#522)",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "5d0cc3cbbbafcfb57e46dee2a35f6d032cec9bec",
          "body": "---\nupdated-dependencies:\n- dependency-name: coverlet.collector\n  dependency-version: 10.0.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump coverlet.collector from 10.0.0 to 10.0.1 (#523)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T18:19:10Z",
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          "body": "Bumps the all-dependencies group with 3 updates: [dotnet/nbgv](https://github.com/dotnet/nbgv), [github/codeql-action](https://github.com/github/codeql-action) and [docker/login-action](https://github.com/docker/login-action).\n\n\nUpdates `dotnet/nbgv` from 071d632702496c9f570398fbf453c6545c2cf2f0 to \n[…]\non-update:semver-minor\n  dependency-group: all-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
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          "body": "Match canonical config used across TinyBDD, Flawright, ExperimentFramework,\nand JD.Efcpt.Build: group all deps per ecosystem into a single PR weekly,\nadd 48-hour package-age cooldown, normalize commit-message prefix.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[JD.AI] Switch dependabot to grouped updates with 2-day cooldown (#527)",
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          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.10\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.9 to 5.5.10 (#517)",
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        {
          "oid": "5d7980b0f28e1b2add9ec0278093d59c3ee4ce10",
          "body": "Bumps JD.SemanticKernel.Connectors.ClaudeCode from 1.0.26 to 1.0.29\nBumps Microsoft.SemanticKernel from 1.75.0 to 1.76.0\nBumps Microsoft.SemanticKernel.Connectors.AzureOpenAI from 1.75.0 to 1.76.0\nBumps Microsoft.SemanticKernel.Connectors.OpenAI from 1.75.0 to 1.76.0\n\n---\nupdated-dependencies:\n- dep\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode and 3 others (#519)",
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          "committed_at": "2026-05-17T15:07:48Z",
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          "body": "---\nupdated-dependencies:\n- dependency-name: FluentAssertions\n  dependency-version: 8.10.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump FluentAssertions from 8.9.0 to 8.10.0 (#518)",
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          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.23\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.20 to 4.0.4.23 (#516)",
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        {
          "oid": "0f8aecf47e9cfe2029d01f2c060ff2f7f314b29a",
          "body": "Bumps [dotnet/nbgv](https://github.com/dotnet/nbgv) from b944774b6878ef950cc14d1a72bf9c0ffafbb839 to 071d632702496c9f570398fbf453c6545c2cf2f0.\n- [Release notes](https://github.com/dotnet/nbgv/releases)\n- [Commits](https://github.com/dotnet/nbgv/compare/b944774b6878ef950cc14d1a72bf9c0ffafbb839...071d\n[…]\n0398fbf453c6545c2cf2f0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump dotnet/nbgv (#515)",
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          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
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        {
          "oid": "af53af68cd4d1f42efee39d55cfba9c758fb16b5",
          "body": "---\nupdated-dependencies:\n- dependency-name: Azure.Security.KeyVault.Secrets\n  dependency-version: 4.11.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump Azure.Security.KeyVault.Secrets from 4.10.0 to 4.11.0 (#511)",
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          "committed_at": "2026-05-11T17:59:21Z",
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        {
          "oid": "ac51945af9bc077e9c03242f73a47694d21c2db9",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.20\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.19 to 4.0.4.20 (#510)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T17:59:10Z",
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        {
          "oid": "a4b1f83736b9c1c9bc0747b9ad2f1bb597c755cb",
          "body": "Bumps [actions/dependency-review-action](https://github.com/actions/dependency-review-action) from 4 to 5.\n- [Release notes](https://github.com/actions/dependency-review-action/releases)\n- [Commits](https://github.com/actions/dependency-review-action/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dep\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/dependency-review-action from 4 to 5 (#509)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T17:40:43Z",
          "body_truncated": true,
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        {
          "oid": "918976799f9b113626644f361a5c61336ba4f4a7",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.9\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.7 to 5.5.9 (#512)",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "f2bd2135828f0c47a17a8c3ae5a235e3115f3e13",
          "body": "Bumps JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.30 to 0.1.46\nBumps Microsoft.SemanticKernel from 1.74.0 to 1.75.0\nBumps Microsoft.SemanticKernel.Connectors.AzureOpenAI from 1.74.0 to 1.75.0\nBumps Microsoft.SemanticKernel.Connectors.OpenAI from 1.74.0 to 1.75.0\n\n---\nupdated-dependencies:\n- \n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot and 3 others (#514)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T17:39:14Z",
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          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-10T01:07:20Z",
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        {
          "oid": "0a9055d0d077faa7360adff1b825d0cda195b8dd",
          "body": "…wngrade errors\n\nTransitive dependencies (Microsoft.EntityFrameworkCore 9.0.6, bunit, etc.) pull\nMicrosoft.Extensions.* 10.0.7, but Directory.Packages.props had 10.0.6. NuGet's\nWarningsAsErrors treated these as errors. Also bump YamlDotNet to 17.0.0 to match\nJD.SemanticKernel.Extensions.Skills requirement.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: align Microsoft.Extensions package versions to resolve NU1605 do…",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-05-04T23:27:22Z",
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        {
          "oid": "42d15021bdb865b39266850513ea0d3437ae88ac",
          "body": "…505)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.26\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.23 to 1.0.26 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:06:22Z",
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        {
          "oid": "6f3bfe99c59bb5799b7f255afb22e333b81785bc",
          "body": "…#507)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.OpenAICodex\n  dependency-version: 0.1.22\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.21 to 0.1.22 (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:06:04Z",
          "body_truncated": false,
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        {
          "oid": "6f1a408e604442b8902a0580e347264084a0c077",
          "body": "---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Extensions\n  dependency-version: 0.1.71\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Extensions from 0.1.53 to 0.1.71 (#508)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:05:54Z",
          "body_truncated": false,
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        {
          "oid": "bb5f01b2cc6e31b1f9f750fea18670510a2bf823",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.7\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.5 to 5.5.7 (#504)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:05:21Z",
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        {
          "oid": "dd02a2a6663c22a2f01110d9fe0b28d363928e67",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: schedule\n  Workflow run: 25266231232",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-03T01:05:50Z",
          "body_truncated": false,
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        {
          "oid": "3a68de6adb77d51b57d3e5b46028a0b81f8fa19a",
          "body": "* Bump AWSSDK.SecretsManager from 4.0.4.17 to 4.0.4.19\n\n---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.19\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\n\n* ci: re\n[…]\nendabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager 4.0.4.17 → 4.0.4.19",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-28T17:43:44Z",
          "body_truncated": true,
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        {
          "oid": "aa92562604a22cc20e2b29b75618af84c11e30a9",
          "body": "…cKernel.Connectors.OpenAICodex-0.1.21\n\nBump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.18 to 0.1.21",
          "is_bot": false,
          "headline": "Merge pull request #496 from JerrettDavis/dependabot/nuget/JD.Semanti…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-28T16:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4e3aef8376acc97515c10836cef5abb73ffbe1d",
          "body": "fix(ci): use llama3.2:1b model in integration workflow for reliability",
          "is_bot": false,
          "headline": "Merge pull request #503 from JerrettDavis/fix/ci-workflow-llama-model",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:50:00Z",
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          "oid": "e356a0625da3812d00b2cbf256295746c2df8f1c",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: push\n  Workflow run: 24972732230",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-27T01:49:38Z",
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        {
          "oid": "36aa6aef1005ae95158f9103e02f76ec0f919512",
          "body": "Replace qwen2.5:0.5b with llama3.2:1b as the Ollama model in the\nintegration workflow. The smaller model is too weak/flaky for\nProviderFeatureIntegrationTests.Ollama_WhenAvailable_BuildsKernel_AndCompletesToolTurn.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(ci): use llama3.2:1b model in integration workflow for reliability",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:46:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ed118737d1cdea71574430d63b92e28fae5e7a27",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: push\n  Workflow run: 24971857306",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-27T01:11:44Z",
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        },
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          "oid": "d5ac2be5bdc852dd9a699bb7582d8278ec4f7e9a",
          "body": "…arg (#502)\n\n* fix(training): use llama3.2:1b in CI, increase Ollama timeout, add --model arg\n\n- OllamaClient.cs: increase HttpClient.Timeout 5 min -> 10 min to handle\n  slow CPU inference on GitHub Actions without a hard crash\n- Program.cs: add --model CLI arg (default qwen3.5:9b) forwarded to\n  Ai\n[…]\nby: push\n  Workflow run: 24971706148\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(ci): use llama3.2:1b in CI, increase Ollama timeout, add --model …",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:08:59Z",
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          "oid": "6c2d265b4bb31ef3226115fc88b0c2eae9372422",
          "body": "Replace discrepancies.Count.ToString() with $\"{discrepancies.Count}\"\nto avoid CA1305 (locale-sensitive int format) compiler error.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(training): use string interpolation to satisfy CA1305 (#501)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T00:24:30Z",
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          "oid": "f73a5fdf587b39737c5f7a4bc7888d22ccbc244c",
          "body": "…ndlers (#499)\n\n* fix: suppress CS0618 on AddZipkinExporter to unblock CI\n\nOpenTelemetry.Exporter.Zipkin 1.15.3 marks AddZipkinExporter as\n[Obsolete], which the compiler promotes to CS0618 error under\nTreatWarningsAsErrors. The project already dropped the Zipkin package\nversion NU1902 in PR #497 but\n[…]\nllamaHost param\n  and forward it to OllamaClient.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: suppress CS0618 for AddZipkinExporter and add Ollama training ha…",
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          "body_truncated": true,
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          "oid": "820994cd9240cb3a800c0768c5cb706f868d69b1",
          "body": "…ndlers (#498)\n\n* fix: suppress CS0618 on AddZipkinExporter to unblock CI\n\nOpenTelemetry.Exporter.Zipkin 1.15.3 marks AddZipkinExporter as\n[Obsolete], which the compiler promotes to CS0618 error under\nTreatWarningsAsErrors. The project already dropped the Zipkin package\nversion NU1902 in PR #497 but\n[…]\nllamaHost param\n  and forward it to OllamaClient.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: suppress CS0618 for AddZipkinExporter and add Ollama training ha…",
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          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.18 to 0.1.21",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "oid": "0bd8b6e11fcc797703a657a0cfe2eff59802001a",
          "body": "* chore: upgrade dotnet/nbgv to node24-compatible SHA\n\nv0.5.1 runs on deprecated Node.js 20 and causes intermittent\n'Value cannot be null (Parameter name)' errors when writing env vars.\nPin to master SHA b944774 which uses node24, until v0.5.2 is released.\n\nAffects: .github/workflows/ci.yml, .github\n[…]\npilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: bump OTel packages (NU1902) and add fetch-depth for NBGV (#497)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-26T23:01:24Z",
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          "body": "v0.5.1 runs on deprecated Node.js 20 and causes intermittent\n'Value cannot be null (Parameter name)' errors when writing env vars.\nPin to master SHA b944774 which uses node24, until v0.5.2 is released.\n\nAffects: .github/workflows/ci.yml, .github/workflows/pr-validation.yml\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: upgrade dotnet/nbgv to node24-compatible SHA (#491)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-18T20:49:32Z",
          "body_truncated": false,
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          "body": "---\nupdated-dependencies:\n- dependency-name: Azure.Security.KeyVault.Secrets\n  dependency-version: 4.10.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump Azure.Security.KeyVault.Secrets from 4.9.0 to 4.10.0 (#485)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:27:21Z",
          "body_truncated": false,
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          "body": "…488)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.23\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.21 to 1.0.23 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:14:35Z",
          "body_truncated": false,
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        {
          "oid": "8b13ed7ab7d9426060f876f5bb49c98274574054",
          "body": "---\nupdated-dependencies:\n- dependency-name: coverlet.collector\n  dependency-version: 10.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump coverlet.collector from 8.0.1 to 10.0.0 (#486)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:14:23Z",
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          "oid": "997cc068de0467a62381f6101fb908ce4b4d18c2",
          "body": "Bumps [softprops/action-gh-release](https://github.com/softprops/action-gh-release) from 2 to 3.\n- [Release notes](https://github.com/softprops/action-gh-release/releases)\n- [Changelog](https://github.com/softprops/action-gh-release/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/softprops/\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump softprops/action-gh-release from 2 to 3 (#484)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:12:21Z",
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          "body": null,
          "is_bot": true,
          "headline": "docs: auto-regenerate VHS screenshots [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-18T16:09:06Z",
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        {
          "oid": "ed591013452c0a24faf396515870dbdf79ece505",
          "body": "…ream-read race (#490)\n\nWaitForExitAsync does not guarantee that redirected stdout/stderr data\nhas been fully delivered to the async reader tasks before it returns —\nunlike the synchronous WaitForExit() overload. On Linux CI this causes a\nrace where the process exits, WaitForExitAsync unblocks, and \n[…]\n drained before consuming the reader\ntask results, stabilising\nRunCommandAsync_WhenCommandSucceeds_CapturesExitCodeOutputAndError.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: drain stdout/stderr pipes after WaitForExitAsync to eliminate st…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-18T15:58:12Z",
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        {
          "oid": "c7ee0b66fa392a5f5c61427979627aca033291e8",
          "body": "Bumps [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact) from 4 to 5.\n- [Release notes](https://github.com/actions/upload-pages-artifact/releases)\n- [Commits](https://github.com/actions/upload-pages-artifact/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dependency-name\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/upload-pages-artifact from 4 to 5 (#483)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:02:21Z",
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          "oid": "e3967f26796bb48dc844d701f28b7dedb6dea918",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.5\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.4 to 5.5.5 (#487)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:01:49Z",
          "body_truncated": false,
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          "oid": "71593c3a948dfdc71c6185b51e2a650d91f117ba",
          "body": "… (#489)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.GitHubCopilot\n  dependency-version: 0.1.30\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.27 to 0.1.30…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:01:27Z",
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        {
          "oid": "31f6357418fb0396802ab7a91bd395f7e28e1f15",
          "body": null,
          "is_bot": false,
          "headline": "fix: route settings MVP tabs",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-14T04:04:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "51cf1bb392bf4173d642a302a332445ac6ca64cd",
          "body": null,
          "is_bot": false,
          "headline": "fix: complete remaining MVP settings UI gaps",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-14T04:04:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "809497306914f5bbd07e0528cfcdf22cb3ff72ee",
          "body": null,
          "is_bot": true,
          "headline": "docs: auto-regenerate VHS screenshots [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-14T03:42:10Z",
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        {
          "oid": "e35854cbb3cc1a399ee638585fbeadea30cfc591",
          "body": "* fix: resolve all 16+ analyzer/compiler errors to restore CI green\n\nAgent-Logs-Url: https://github.com/JerrettDavis/JD.AI/sessions/10a74639-839c-4484-bdc2-34f5f4b85dff\n\nCo-authored-by: JerrettDavis <2610199+JerrettDavis@users.noreply.github.com>\n\n* fix: fix formatting issues and add missing UI smok\n[…]\n-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: JerrettDavis <2610199+JerrettDavis@users.noreply.github.com>\nCo-authored-by: JerrettDavis <mxjerrett@gmail.com>",
          "is_bot": false,
          "headline": "fix: resolve all analyzer/compiler errors to restore CI green (#482)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-04-14T03:31:10Z",
          "body_truncated": true,
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        {
          "oid": "ea8d4a0e28bdbc0e1273069ae1b1c15ee098995b",
          "body": "* test(agents,startup): extend SubagentRunner, TurnInputMonitor, InteractiveLoop test coverage\n\nAdd comprehensive behavior tests:\n\n**SubagentRunnerTests** (6 new tests):\n- RunAsync with streaming response concatenation\n- RunAsync with empty response handling\n- RunAsync with cancellation token suppor\n[…]\ning in SettingsLogsTab.razor to avoid nullable annotations in Razor markup\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dashboard): Implement MVP UI spec — issues #469–#480 (#481)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-13T16:03:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8ca54802334f8de5771ccd7f4fbfdb5d6031cc07",
          "body": "…oolExecutionPermissionEvaluator (#468)",
          "is_bot": false,
          "headline": "fix: align Logs.razor tool audit filter with actual event type from T…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-11T19:05:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da37c101613d6ab40a7c52401ed236566c55dea7",
          "body": "… (#465)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.GitHubCopilot\n  dependency-version: 0.1.27\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.26 to 0.1.27…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:40:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "7337e2686782c6892bb598be0f77c08a588ffc30",
          "body": "…466)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.OpenAICodex\n  dependency-version: 0.1.18\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.8 to 0.1.18 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:34:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff489f7c8960e11ed29b2670250315c2d4100004",
          "body": "…464)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.21\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.20 to 1.0.21 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:34:03Z",
          "body_truncated": false,
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        {
          "oid": "25717fec6d6beefc5c3538426db77fcd19642720",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.17\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.15 to 4.0.4.17 (#462)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:33:57Z",
          "body_truncated": false,
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        {
          "oid": "765016ddf06f325debd808d0ba9ebe5040afffef",
          "body": "---\nupdated-dependencies:\n- dependency-name: Azure.Identity\n  dependency-version: 1.21.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump Azure.Identity from 1.20.0 to 1.21.0 (#463)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:20:31Z",
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                "detail": "latest release 0 days ago",
                "points": 36,
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                "details": [
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                    "code": "release_recency",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "points": 27,
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                "details": [
                  {
                    "code": "release_cadence",
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                "max_points": 27
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                "key": "openssf_scorecard_signed_releases",
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                "points": 0,
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          },
          {
            "key": "abandonment",
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            "value": 100,
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                "detail": "maintenance record not established from the collected data",
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                    "code": "abandonment_unverified",
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                "max_points": 100
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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,
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            "components": [
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              },
              {
                "key": "forks",
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              {
                "key": "watchers",
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                    "code": "watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
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            "components": [
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                "key": "readme",
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                "max_points": 22.5
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                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "details": [],
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 0,
                "status": "missed",
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              {
                "key": "issue_template",
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          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 68,
            "inputs": {
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              "dependents": null,
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              "total_downloads": 165072,
              "monthly_downloads": null
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            "components": [
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                "key": "total_downloads",
                "name": "Total downloads",
                "detail": "165,072 downloads all-time across nuget",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_total",
                    "params": {
                      "count": 165072,
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
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                      "count": 1
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                  }
                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "merged_prs": 337,
              "open_issues": 0,
              "closed_issues": 164,
              "issue_closed_ratio": 1,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "337/373 decided PRs merged",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 337,
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 64,
            "inputs": {
              "followers": 156,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "JerrettDavis",
              "public_repos": 125,
              "account_age_days": 5021
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "156 followers of JerrettDavis",
                "points": 15.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 156,
                      "login": "JerrettDavis"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "125 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 125
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                  },
                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "ecosystems": "nuget",
              "any_deprecated": false,
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on nuget",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 7 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "468 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": true,
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            "components": [
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                "key": "ci_workflows",
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                "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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              },
              {
                "key": "linter_config",
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              {
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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          },
          {
            "key": "documentation",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "has_docs_dir": true,
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            "components": [
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                "points": 30,
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              },
              {
                "key": "documentation_directory",
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                "points": 25,
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                "key": "repository_description",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
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                "key": "branch_protection",
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                "max_points": 2.5
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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": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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              {
                "key": "contributors",
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                "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 dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "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",
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                "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 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 but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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 3 resolved dependencies against OSV; 76 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": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 3
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 76
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 3,
              "unassessed_packages": 76,
              "affected_by_severity": "none",
              "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": 3,
              "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": 2
            },
            "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": 66,
        "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": 1,
              "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": "30 of 30 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 30,
                      "sampled": 30
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.26,
              "toolchain_manifests": [
                "docs/demo/MarkdownDemo.csproj",
                "src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj",
                "src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj",
                "src/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj",
                "src/JD.AI.Channels.Signal/JD.AI.Channels.Signal.csproj",
                "src/JD.AI.Channels.Slack/JD.AI.Channels.Slack.csproj",
                "src/JD.AI.Channels.Telegram/JD.AI.Channels.Telegram.csproj",
                "src/JD.AI.Channels.Web/JD.AI.Channels.Web.csproj",
                "src/JD.AI.Connectors.Jira/JD.AI.Connectors.Jira.csproj",
                "src/JD.AI.Connectors.Sdk/JD.AI.Connectors.Sdk.csproj",
                "src/JD.AI.Core/JD.AI.Core.csproj",
                "src/JD.AI.Credentials.Aws/JD.AI.Credentials.Aws.csproj",
                "src/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj",
                "src/JD.AI.Daemon/JD.AI.Daemon.csproj",
                "src/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj",
                "src/JD.AI.Gateway.Client/JD.AI.Gateway.Client.csproj",
                "src/JD.AI.Gateway/JD.AI.Gateway.csproj",
                "src/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj",
                "src/JD.AI.Sandbox/JD.AI.Sandbox.csproj",
                "src/JD.AI.SpecSite/JD.AI.SpecSite.csproj",
                "src/JD.AI.Telemetry/JD.AI.Telemetry.csproj",
                "src/JD.AI.Workflows.Distributed/JD.AI.Workflows.Distributed.csproj",
                "src/JD.AI.Workflows/JD.AI.Workflows.csproj",
                "src/JD.AI/JD.AI.csproj",
                "tests/E2E/JD.AI.E2E.Tests/JD.AI.E2E.Tests.csproj",
                "tests/JD.AI.Daemon.Tests/JD.AI.Daemon.Tests.csproj",
                "tests/JD.AI.Gateway.Tests/JD.AI.Gateway.Tests.csproj",
                "tests/JD.AI.IntegrationTests/JD.AI.IntegrationTests.csproj",
                "tests/JD.AI.Sandbox.Tests/JD.AI.Sandbox.Tests.csproj",
                "tests/JD.AI.Specs.UI/JD.AI.Specs.UI.csproj",
                "tests/JD.AI.Specs/JD.AI.Specs.csproj",
                "tests/JD.AI.Tests/JD.AI.Tests.csproj",
                "tools/JD.AI.Workflows.Training/JD.AI.Workflows.Training.csproj"
              ],
              "dependency_bot_commit_share": 0.54
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "docs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj"
                    }
                  }
                ],
                "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": "C# (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "26 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 26,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "54 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 54,
                      "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": "C#",
              "largest_source_bytes": 238033,
              "source_files_sampled": 1418,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C# (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/1418 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1418,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T18:50:21.605680Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JerrettDavis/JD.AI.svg",
  "full_name": "JerrettDavis/JD.AI",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.23.0 — full methodology · metrics wiki.

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