Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 09:41 UTC

umbraco / Umbraco.AI

AI integration layer for Umbraco CMS, built on Microsoft.Extensions.AI.

C# · TypeScriptMIT★ 31 stars⑂ 23 forkssince Nov 2025View on GitHub ↗

umbraco/Umbraco.AI holds a health index of 69 out of 100, placing it in the Moderate band. It scores highest on Vitality (93/100) and lowest on Community & Adoption (59/100). It was last updated today. A single contributor accounts for most of its recent work.

69
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.

69
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

Umbraco HQOrganization
419 followers121 public repossince Feb 2012

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

Metrics by category

Vitality

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

93Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
24.2/36Commit cadence — 35/52 weeks with commits
18/18Commit volume — 2,573 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_year2,573
human_commit_share1
days_since_last_push0
active_weeks_last_year35

Release discipline

100Excellent
How it's scored
27/27Ships releases — 27 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~5.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count27
latest_release_tag2026.07.7
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases5.2
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

59Moderate · 18% of overall
How it's scored
24/60Stars — 31 stars
11.2/25Forks — 23 forks
1.7/15Watchers — 3 watchers
Inputs used
forks23
stars31
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Sustainability & Governance

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

60Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.9/22.5Commit distribution — top contributor authored 96% of commits
13.5/13.5Contributor breadth — 12 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled12
top_contributor_share0.958
How it's scored
43.2/46.8Issue resolution — 92% of issues closed
34.9/38.3PR acceptance — 144/158 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 1/25 approved changesets -- score normalized to 0
Inputs used
merged_prs144
open_issues6
closed_issues74
issue_closed_ratio0.925
closed_unmerged_prs14
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.9/25Owner reach — 419 followers of umbraco
25/25Track record — 121 public repos, account ~14 yr old
Inputs used
followers419
owner_typeOrganization
is_verified
owner_loginumbraco
public_repos121
account_age_days5,282

Engineering Quality

Are baseline engineering and documentation practices in place?

68Moderate · 20% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 6 out of 7 merged PRs checked by a CI test -- score normalized to 8
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

65Moderate
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

64Moderate · 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
2/2.5CI-Tests — 6 out of 7 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/25 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 6 contributing companies or organizations
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
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 24 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories18
affected_packages6
assessed_packages387
unassessed_packages63
affected_by_severityhigh 5, moderate 1
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 387 resolved dependencies against OSV. 63 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.

76Good · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md, Umbraco.AI.Agent.Copilot/CLAUDE.md, Umbraco.AI.Agent.Deploy/CLAUDE.md, Umbraco.AI.Agent.UI/CLAUDE.md, Umbraco.AI.Agent/CLAUDE.md, Umbraco.AI.Agent/src/Umbraco.AI.AGUI/CLAUDE.md, Umbraco.AI.Amazon/CLAUDE.md, Umbraco.AI.Anthropic/CLAUDE.md, Umbraco.AI.Automate/CLAUDE.md, Umbraco.AI.DeepSeek/CLAUDE.md, Umbraco.AI.Deploy/CLAUDE.md, Umbraco.AI.FireworksAI/CLAUDE.md, Umbraco.AI.Google/CLAUDE.md, Umbraco.AI.HuggingFace/CLAUDE.md, Umbraco.AI.MicrosoftFoundry/CLAUDE.md, Umbraco.AI.Mistral/CLAUDE.md, Umbraco.AI.OpenAI/CLAUDE.md, Umbraco.AI.Prompt.Deploy/CLAUDE.md, Umbraco.AI.Prompt/CLAUDE.md, Umbraco.AI.Search/CLAUDE.md, Umbraco.AI.TogetherAI/CLAUDE.md, Umbraco.AI/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 89 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.89
agent_instruction_filesCLAUDE.md, Umbraco.AI.Agent.Copilot/CLAUDE.md, Umbraco.AI.Agent.Deploy/CLAUDE.md, Umbraco.AI.Agent.UI/CLAUDE.md, Umbraco.AI.Agent/CLAUDE.md, Umbraco.AI.Agent/src/Umbraco.AI.AGUI/CLAUDE.md, Umbraco.AI.Amazon/CLAUDE.md, Umbraco.AI.Anthropic/CLAUDE.md, Umbraco.AI.Automate/CLAUDE.md, Umbraco.AI.DeepSeek/CLAUDE.md, Umbraco.AI.Deploy/CLAUDE.md, Umbraco.AI.FireworksAI/CLAUDE.md, Umbraco.AI.Google/CLAUDE.md, Umbraco.AI.HuggingFace/CLAUDE.md, Umbraco.AI.MicrosoftFoundry/CLAUDE.md, Umbraco.AI.Mistral/CLAUDE.md, Umbraco.AI.OpenAI/CLAUDE.md, Umbraco.AI.Prompt.Deploy/CLAUDE.md, Umbraco.AI.Prompt/CLAUDE.md, Umbraco.AI.Search/CLAUDE.md, Umbraco.AI.TogetherAI/CLAUDE.md, Umbraco.AI/CLAUDE.md
agent_instruction_max_bytes21,609
How it's scored
12.6/18One-command bootstrap — Umbraco.AI.Agent.Copilot/src/Umbraco.AI.Agent.Copilot/Umbraco.AI.Agent.Copilot.csproj, Umbraco.AI.Agent.Deploy/src/Umbraco.AI.Agent.Deploy/Umbraco.AI.Agent.Deploy.csproj, Umbraco.AI.Agent.Deploy/tests/Umbraco.AI.Agent.Deploy.Tests.Unit/Umbraco.AI.Agent.Deploy.Tests.Unit.csproj (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Umbraco.AI.Agent.Copilot/src/Umbraco.AI.Agent.Copilot/Client/tsconfig.json, Umbraco.AI.Agent.UI/src/Umbraco.AI.Agent.UI/Client/tsconfig.json, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Web.StaticAssets/Client/tsconfig.json, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Web.StaticAssets/Client/tsconfig.json, Umbraco.AI/src/Umbraco.AI.Web.StaticAssets/Client/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 71 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, packages.lock.json
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsUmbraco.AI.Agent.Copilot/src/Umbraco.AI.Agent.Copilot/Client/tsconfig.json, Umbraco.AI.Agent.UI/src/Umbraco.AI.Agent.UI/Client/tsconfig.json, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Web.StaticAssets/Client/tsconfig.json, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Web.StaticAssets/Client/tsconfig.json, Umbraco.AI/src/Umbraco.AI.Web.StaticAssets/Client/tsconfig.json
agent_commit_share0.71
toolchain_manifestsUmbraco.AI.Agent.Copilot/src/Umbraco.AI.Agent.Copilot/Umbraco.AI.Agent.Copilot.csproj, Umbraco.AI.Agent.Deploy/src/Umbraco.AI.Agent.Deploy/Umbraco.AI.Agent.Deploy.csproj, Umbraco.AI.Agent.Deploy/tests/Umbraco.AI.Agent.Deploy.Tests.Unit/Umbraco.AI.Agent.Deploy.Tests.Unit.csproj, Umbraco.AI.Agent.UI/src/Umbraco.AI.Agent.UI/Umbraco.AI.Agent.UI.csproj, Umbraco.AI.Agent/src/Umbraco.AI.AGUI/Umbraco.AI.AGUI.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Core/Umbraco.AI.Agent.Core.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Persistence.SqlServer/Umbraco.AI.Agent.Persistence.SqlServer.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Persistence.Sqlite/Umbraco.AI.Agent.Persistence.Sqlite.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Persistence/Umbraco.AI.Agent.Persistence.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Startup/Umbraco.AI.Agent.Startup.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Web.StaticAssets/Umbraco.AI.Agent.Web.StaticAssets.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent.Web/Umbraco.AI.Agent.Web.csproj, Umbraco.AI.Agent/src/Umbraco.AI.Agent/Umbraco.AI.Agent.csproj, Umbraco.AI.Agent/tests/Umbraco.AI.Agent.Tests.Integration/Umbraco.AI.Agent.Tests.Integration.csproj, Umbraco.AI.Agent/tests/Umbraco.AI.Agent.Tests.Unit/Umbraco.AI.Agent.Tests.Unit.csproj, Umbraco.AI.Amazon/src/Umbraco.AI.Amazon/Umbraco.AI.Amazon.csproj, Umbraco.AI.Anthropic/src/Umbraco.AI.Anthropic/Umbraco.AI.Anthropic.csproj, Umbraco.AI.Anthropic/tests/Umbraco.AI.Anthropic.Tests.Unit/Umbraco.AI.Anthropic.Tests.Unit.csproj, Umbraco.AI.Automate/src/Umbraco.AI.Automate/Umbraco.AI.Automate.csproj, Umbraco.AI.Automate/tests/Umbraco.AI.Automate.Tests.Unit/Umbraco.AI.Automate.Tests.Unit.csproj, Umbraco.AI.DeepSeek/src/Umbraco.AI.DeepSeek/Umbraco.AI.DeepSeek.csproj, Umbraco.AI.Deploy/src/Umbraco.AI.Deploy/Umbraco.AI.Deploy.csproj, Umbraco.AI.Deploy/tests/Umbraco.AI.Deploy.Tests.Unit/Umbraco.AI.Deploy.Tests.Unit.csproj, Umbraco.AI.FireworksAI/src/Umbraco.AI.FireworksAI/Umbraco.AI.FireworksAI.csproj, Umbraco.AI.Google/src/Umbraco.AI.Google/Umbraco.AI.Google.csproj, Umbraco.AI.HuggingFace/src/Umbraco.AI.HuggingFace/Umbraco.AI.HuggingFace.csproj, Umbraco.AI.MicrosoftFoundry/src/Umbraco.AI.MicrosoftFoundry/Umbraco.AI.MicrosoftFoundry.csproj, Umbraco.AI.Mistral/src/Umbraco.AI.Mistral/Umbraco.AI.Mistral.csproj, Umbraco.AI.OpenAI/src/Umbraco.AI.OpenAI/Umbraco.AI.OpenAI.csproj, Umbraco.AI.Prompt.Deploy/src/Umbraco.AI.Prompt.Deploy/Umbraco.AI.Prompt.Deploy.csproj, Umbraco.AI.Prompt.Deploy/tests/Umbraco.AI.Prompt.Deploy.Tests.Unit/Umbraco.AI.Prompt.Deploy.Tests.Unit.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Core/Umbraco.AI.Prompt.Core.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Persistence.SqlServer/Umbraco.AI.Prompt.Persistence.SqlServer.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Persistence.Sqlite/Umbraco.AI.Prompt.Persistence.Sqlite.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Persistence/Umbraco.AI.Prompt.Persistence.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Startup/Umbraco.AI.Prompt.Startup.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Web.StaticAssets/Umbraco.AI.Prompt.Web.StaticAssets.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt.Web/Umbraco.AI.Prompt.Web.csproj, Umbraco.AI.Prompt/src/Umbraco.AI.Prompt/Umbraco.AI.Prompt.csproj, Umbraco.AI.Prompt/tests/Umbraco.AI.Prompt.Tests.Unit/Umbraco.AI.Prompt.Tests.Unit.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search.Core/Umbraco.AI.Search.Core.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search.Db.SqlServer/Umbraco.AI.Search.Db.SqlServer.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search.Db.Sqlite/Umbraco.AI.Search.Db.Sqlite.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search.Db/Umbraco.AI.Search.Db.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search.Startup/Umbraco.AI.Search.Startup.csproj, Umbraco.AI.Search/src/Umbraco.AI.Search/Umbraco.AI.Search.csproj, Umbraco.AI.Search/tests/Umbraco.AI.Search.Tests.Unit/Umbraco.AI.Search.Tests.Unit.csproj, Umbraco.AI.TogetherAI/src/Umbraco.AI.TogetherAI/Umbraco.AI.TogetherAI.csproj, Umbraco.AI/src/Umbraco.AI.Core/Umbraco.AI.Core.csproj, Umbraco.AI/src/Umbraco.AI.Persistence.SqlServer/Umbraco.AI.Persistence.SqlServer.csproj, Umbraco.AI/src/Umbraco.AI.Persistence.Sqlite/Umbraco.AI.Persistence.Sqlite.csproj, Umbraco.AI/src/Umbraco.AI.Persistence/Umbraco.AI.Persistence.csproj, Umbraco.AI/src/Umbraco.AI.Startup/Umbraco.AI.Startup.csproj, Umbraco.AI/src/Umbraco.AI.Web.StaticAssets/Umbraco.AI.Web.StaticAssets.csproj, Umbraco.AI/src/Umbraco.AI.Web/Umbraco.AI.Web.csproj, Umbraco.AI/src/Umbraco.AI/Umbraco.AI.csproj, Umbraco.AI/tests/Umbraco.AI.Tests.Common/Umbraco.AI.Tests.Common.csproj, Umbraco.AI/tests/Umbraco.AI.Tests.Integration/Umbraco.AI.Tests.Integration.csproj, Umbraco.AI/tests/Umbraco.AI.Tests.Unit/Umbraco.AI.Tests.Unit.csproj
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C# (statically typed)
55/55Manageable file sizes — 1/2,541 source files over 60KB
Inputs used
primary_languageC#
largest_source_bytes75,232
source_files_sampled2,541
oversized_source_files1
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

31GitHub stars
12contributors
2,573commits, last 12 months
0days since last push
27releases
1bus factor
6open issues
npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 23 ⇿
0Stars
23Forks
26Releases

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.

048121620242332026-022026-042026-07
Major 0Minor 0Patch 26
OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-07-27 09:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
8CI-Tests6 out of 7 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/25 approved changesets -- score normalized to 0
10Contributorsproject has 6 contributing companies or organizations
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
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities24 existing vulnerabilities detected
All dependencies 450

Full resolved dependency set from the GitHub dependency graph: 0 direct and 450 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 6

This repository publishes no package the index resolves, so its own dependency graph was assessed — 387 packages, which also include development and test pins that never ship: 6 carry known advisories, of which 0 are direct. 63 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion5.0.5indirecthigh35.0.8
fast-uri3.1.2indirecthigh24.1.1
js-yaml4.1.1indirecthigh24.3.0
js-yaml4.2.0indirecthigh14.3.0
shell-quote1.8.4indirecthigh11.9.0
dompurify3.4.2indirectmoderate93.4.12

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.

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          "body": "…(#256) (#257)\n\nAIAgentFactory built ChatOptions with only Instructions, Tools and\nAllowMultipleToolCalls, omitting the resolved profile's inference\nsettings. As a result MaxOutputTokens reached the provider as null and,\non the Anthropic path, agent responses truncated at the SDK default\n(~1024 toke\n[…]\nnto ChatOptions,\nmirroring AIChatService.MergeOptions so the agent runtime honors the\nsame profile settings as the core chat path.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): Apply profile Temperature and MaxTokens to agent runtime …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-24T08:04:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9e911340adf45a5ed3edff6801f7bbb54b0d6bab",
          "body": "…guard\n\nfeat(core,prompt): Simplified property value transformers for AI Prompt generation",
          "is_bot": false,
          "headline": "Merge pull request #250 from umbraco/v18/feature/prompt-block-schema-…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-20T12:07:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d0982525b7f1336a736755f01b5b3564fb2c9fa",
          "body": "* docs: Add public API backwards compatibility rule to CLAUDE.md\n\nOld methods replaced by new ones must proxy via service locator and be\nmarked [Obsolete] with a \"Will be removed in vX\" message (X = current\nmajor + 2).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* chore(config): Add rpi\n[…]\nppears in the\nresource-type listing API or the Context resource-type picker.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Add embeddable knowledge sets for LLM integration (#252)",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-20T10:06:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bad97148d4e7355e023111231a0dedd36c081973",
          "body": "The relative path (.worktrees/...) worked for git worktree add but the\nFleetView UI stores the resolved pathTemplate and later resolves it from a\ndifferent cwd, failing with 'path doesn't exist' when moving on to implement.\nrpi only exposes {{ TASKSLUG }}/{{ REPOBASENAME }} (no repo-root token), so \n[…]\no path can't be expressed portably; use the portable absolute home-dir\ndefault. Demo isolation and the v18/feature branch prefix are unchanged.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(config): Use absolute pathTemplate for rpi worktrees",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T13:08:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "44661d8b22b7f6dbc3ce224cab10ec76a11dd6c7",
          "body": "Records that .humanlayer/workspace.json (branchTemplate) and .worktreeinclude\n(demo path) hardcode the version line and must be rewritten to the target vN\nwhen backporting, else worktrees get the wrong branch prefix and PRs target\nthe wrong vN/dev base.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Add worktree config backport note to CLAUDE.md",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T13:02:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "511f2c132900890e725948befc25f0276a60b5aa",
          "body": "Adds .humanlayer/workspace.json so rpi worktrees are created inside the\nrepo under .worktrees/ (already gitignored), version-prefixed as\nv18/feature/<slug> to satisfy the PR branch/base convention, with the\ndemo copy driven by the existing .worktreeinclude via setupCommand.\n\nExtends .worktreeinclude to also copy CLAUDE.local.md and\n.claude/settings.local.json into worktrees (both the native hook and rpi).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(config): Add rpi workspace config reusing worktreeinclude",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T13:02:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a25f0519267d5556aa839f336c7e45a48306a39b",
          "body": "Old methods replaced by new ones must proxy via service locator and be\nmarked [Obsolete] with a \"Will be removed in vX\" message (X = current\nmajor + 2).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Add public API backwards compatibility rule to CLAUDE.md",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T13:02:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "db082c27ec75f607a1d8444b2f5c8789f7c48637",
          "body": "…quest/response\n\nPins the exact live execute payload from the manual #249 validation: given the LLM's\nmarkup string plus the property's current value (with an empty blocks envelope,\nlayout: {}), the RichText transformer reproduces the server response value\nbyte-for-byte and preserves the existing empty blocks rather than substituting the\nEmpty(\"Umbraco.RichText\") default.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(core): Add #249 regression replaying live rich-text transform re…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T09:06:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ed20823c0071f8acef63bf1ef495a7f6c773fc5a",
          "body": "…pt generation\n\nExecuting an AI Prompt against a rich-text (Umbraco.RichText / TipTap) property\nreturned an opaque HTTP 400 (invalid_json_schema) from strict providers: the\nschema-driven wand constrained structured output to the editor's write schema,\nwhose nested block value is an unconstrained `{}\n[…]\now\nresolves the editor alias from the data type when a field is empty, so value\npreparers still run into empty fields.\n\nFixes #249\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(core,prompt): Simplified property value transformers for AI Prom…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-17T07:46:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "01fe625e46ffd8e18be4f0eaf20c9cfca9cc63a1",
          "body": "…structured output\n\nExecuting a prompt against a Block List or Block Grid property failed with an\nopaque HTTP 400 (invalid_json_schema) from strict providers like OpenAI. The\nresolved CMS property value schema embeds an intentionally unconstrained `{}`\nnode (BlockJsonSchemaHelper's \"any type - depen\n[…]\nfall back to the string-based response models; well-typed editor schemas (e.g.\nColorPicker) remain schema-constrained.\n\nFixes #249\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(prompt): Fail fast when property schema can't be constrained for …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-16T12:42:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "eac1402733976135b6d4bc51cccabff605a58185",
          "body": "…opertyTypeCultureVarianceMismatch) (#247)\n\n* fix(copilot): stage invariant/shared properties with null culture\n\nset_value fell back to the active variant for every property, tagging invariant\nproperties with a culture -> PropertyTypeCultureVarianceMismatch on save.\nNormalise the staged variant agai\n[…]\ne graph pulled in transitively by property-value-tool-base.ts.\nproperty-value-tool-base.ts re-exports it for backward compatibility.\n\n---------\n\nCo-authored-by: Matt Brailsford <me@mattbrailsford.com>",
          "is_bot": false,
          "headline": "fix(copilot): stage invariant/shared properties with null culture (Pr…",
          "author_name": "rodrigopinto-double",
          "author_login": "rodrigopinto-double",
          "committed_at": "2026-07-13T15:21:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cc33cb9a69628615f0760f2b1435590ab5a60847",
          "body": "Products bumped:\n- Umbraco.AI: 18.1.1 → 18.1.2\n- Umbraco.AI.Prompt: 18.1.0 → 18.1.1\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Bump dev versions after release",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T13:11:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "36f970bbfac39ae9b7afc8c565b747416f26dc66",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/main into v18/dev",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T13:11:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da55cb1bc8dba86b370c1e584dbeac63166231e2",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): Remove release-manifest.json after merge",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T13:10:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acbf25be15256fc773c297a5f7fdf29091327fb7",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/release/2026.07.5 into v18/main",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T13:10:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e3159c00e9f5db1832a184f2f8d4fc344957386",
          "body": "When preparing a release whose tag does not yet exist, getPreviousVersion\nfell through to the globally highest tag by version. With parallel major\nlines active (v17 and v18), a release picked up the other line's tag as its\ndiff base and re-included the entire previous major's history. Constrain\nthe fallback to tags on the target version's own major line.\n\nPorted from v17/release/2026.07.6 to keep the lines in sync.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(release): Constrain changelog previous-tag lookup to same major line",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T12:42:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0a504f931ba70f850399ea3f369ead3406e7923",
          "body": "Updated products:\n- Umbraco.AI: 18.1.0 → 18.1.1 (patch)\n- Umbraco.AI.Prompt: 18.0.1 → 18.1.0 (minor)\n\nLean release: untouched dependents (providers, Agent line, Deploy,\nPrompt.Deploy, Search, Automate) excluded from the manifest as\nrange-affected only.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Prepare release 2026.07.5",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T12:37:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2457252d22d5ffb86666445ffc61994c33f575ce",
          "body": "…-wand\n\nfeat(prompt): Enable AI wand on all property editors via value schemas",
          "is_bot": false,
          "headline": "Merge pull request #245 from umbraco/v18/feature/prompt-schema-driven…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-13T12:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "628dc1c696257f566d155bb695c754cac3a080d2",
          "body": "Removes the hard-coded text-editor allowlist that excluded ColorPicker and\nevery other non-string editor from the Insert Prompt action (#239). The\nwand now targets any registered property editor, and generation is\nconstrained to the target property's own value schema (via\nIPropertyEditorSchemaService, introduced in CMS 17.4.0) when the editor\nexposes one, falling back to plain-string generation otherwise.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(prompt): Enable AI wand on all property editors via value schemas",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T09:37:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "477924afa33dcbfe77d6034b267ab76618e41a7d",
          "body": "…tion-240\n\nfix(core): Differentiate AI transport failure messages",
          "is_bot": false,
          "headline": "Merge pull request #243 from umbraco/v18/feature/fix-error-categoriza…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T08:37:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f4d98a1d72af0ff5309a2ebc24e7474c5d002c1",
          "body": "Every connectivity failure (DNS, connection refused, TLS, client-side\ntimeout) previously collapsed into the identical generic \"Couldn't\nreach the AI service\" message, regardless of cause (#240). Inspect the\ninner-exception chain to surface DNS/connection/TLS-specific messages,\nand stop misclassifyi\n[…]\no timeouts are\nreported as timeouts rather than a raw cancellation. Audit log\ncategorization now reads the classified AIProviderException.Category\ndirectly instead of re-deriving it from message text.",
          "is_bot": false,
          "headline": "fix(core): Differentiate AI transport failure messages",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T08:14:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5fd762d71d76e897e8ba00a56c3172e14e3529fd",
          "body": "Products bumped:\n- Umbraco.AI.Automate: 18.0.0 -> 18.0.1\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Bump dev versions after release 2026.07.3",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T07:33:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "97ba9a331fb23d22ff0e6e99da365f2d73eecdf6",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/main into v18/dev",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T07:32:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9581ef0c8d3ed273441ae690e6ffe6464ceccf21",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): Remove release-manifest.json after merge",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T07:32:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a146ec8bf1e7981489c996194ffd61f4c38aab1b",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/release/2026.07.3 into v18/main",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-09T07:32:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70c44f240a1af754ac89318b9d2d2f9c7d4815cf",
          "body": "Updated products:\n- Umbraco.AI.Automate: 18.0.0-beta.1 -> 18.0.0\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Prepare release 2026.07.3",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-08T13:34:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "69d2af13fe0454cdac970ed12b484fd221ffe168",
          "body": "Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Merge branch 'v18/feature/automate-final-release' into v18/dev",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-08T13:31:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4b452edd698de694fef60a74f82265f097590040",
          "body": "…stable 18.0.0\n\nUmbraco.Automate v18 has shipped its stable 18.0.0 release, superseding the\n18.0.0-beta floor. Umbraco.AI.Automate itself graduates out of beta to 18.0.0\nto match, since its Automate integration is no longer pinned to a prerelease.",
          "is_bot": false,
          "headline": "chore(automate,deps): Bump Umbraco.Automate.Core dependency floor to …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-08T13:30:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9e3e70c12341ee385ace10be07f7a98012b3ea9",
          "body": "The feasibility investigation now lives in its own repo alongside the package\n(github.com/mattbrailsford/Umbraco.Cms.DraftSets, docs/feasibility.md). Removing the\nduplicate here so there's a single source of truth. The vision spec stays.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Remove duplicate Draft Sets feasibility doc",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-07T09:42:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8b0c9affd56f2aac2152842b3a6b35d280479a51",
          "body": "…read finding\n\nThe read-side tracing shows the navigation-overlay seam (proposed for front-end structural\npreview) also unblocks back-office in-set tree reads: collection grid is add-on-solvable via\nIContentListViewService, but tree/ancestors/item-labels ride IEntityService (too broad to\ndecorate) and search rides Examine (blocked). One core seam serves both surfaces.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Strengthen Draft Sets navigation-overlay seam with back-office …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-07T09:13:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a4ff0aedfd2b09bdfe8e78641edf101af2676fa2",
          "body": "Products bumped:\n- Umbraco.AI: 18.1.0 → 18.1.1\n- Umbraco.AI.Agent: 18.1.0 → 18.1.1\n- Umbraco.AI.OpenAI: 18.1.0 → 18.1.1\n- Umbraco.AI.Search: 18.0.0 → 18.0.1\n- Umbraco.AI.Agent.Copilot: 18.0.1 → 18.0.2\n- Umbraco.AI.Agent.UI: 18.0.1 → 18.0.2\n- Umbraco.AI.Deploy: 18.0.1 → 18.0.2\n- Umbraco.AI.Prompt: 18.0.1 → 18.0.2\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Bump dev versions after release 2026.07.1",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:52:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a8be5c4caee7ab19ffd7a5ceacfba38675630c86",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/main into v18/dev",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:51:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ea20f8c2dae663d8583a214bc996d4210c12017",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): Remove release-manifest.json after merge",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:50:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "660ef12ae8bb8f23c0449ed01d01674c0d2acf7c",
          "body": null,
          "is_bot": false,
          "headline": "Merge v18/release/2026.07.1 into v18/main",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:50:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc7e6ca85e0d9d1663b60f77001d350f3cc37489",
          "body": "NBGV's publicReleaseRefSpec only matched the legacy branch names\n(main, hotfix/, release/). Since the branch-model restructure to\nvN-prefixed branches (v18/release/, v18/main, v18/hotfix/), release\nbuilds on v18/release/* were no longer recognised as public, so nbgv\nproduced prerelease versions (e.g\n[…]\ntore, since a\nprerelease sorts below the stable it prefixes.\n\nMatch both legacy and vN-prefixed forms via an optional (vN/) group.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(release): Match vN-prefixed branches in publicReleaseRefSpec",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:24:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "423d9a7d6a34aa067bc9ed64ce2da29982e3799e",
          "body": "Updated products:\n- Umbraco.AI: 18.0.0 → 18.1.0 (minor)\n- Umbraco.AI.Agent: 18.0.0 → 18.1.0 (minor)\n- Umbraco.AI.OpenAI: 18.0.0 → 18.1.0 (minor)\n- Umbraco.AI.Search: 17.0.0 → 18.0.0 (first v18 release)\n- Umbraco.AI.Agent.UI: 18.0.0 → 18.0.1 (patch)\n- Umbraco.AI.Agent.Copilot: 18.0.0 → 18.0.1 (patch)\n[…]\nease: untouched dependents (9 providers, Agent.Deploy,\nPrompt.Deploy, Automate) excluded from the manifest as range-affected only.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): Prepare release 2026.07.1",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T14:06:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3a7a5541293bed31529f837fdbd2c0199fb7c709",
          "body": "…otes\n\nCapture internal specs and plans for the AI operation tracker, AI-native\ncontent editing, and in-memory draft sets feasibility work.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Add operation tracker, content editing, and draft sets design n…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:53:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "526f904ed50b7f478165722c1339580512c7b960",
          "body": "Regenerate the lockfile from a root-level npm install so nested\nnode_modules no longer drift from the workspace dependency graph.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(deps): Reconcile package-lock with workspace restore",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9b71c5656ef6ed39d65c9b009363f92412b58ad6",
          "body": "Frontend deps resolve through npm workspaces; stale nested node_modules\nsurface as @umbraco-cms/backoffice type-drift errors that look like a\nbroken build. Document restoring from the repo root before diagnosing.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Note workspace restore from monorepo root for frontend build",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9fb53129cf2fa34f413ab8f6996b82d952b2c457",
          "body": "Bump the breakdown card's outer padding to space-6 and defer to UUI's\ndefault table cell padding so header and rows no longer crowd the\nrounded corners.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): Give analytics breakdown table breathing room from card edges",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "48a01d65241853fc8eababba53b16bd6feadded9",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Add image generation documentation implementation plan",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "14101268104e24fcbf7af712ce7bc253420adca3",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Clarify provider page target in image generation docs design",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "078e45697e6fc5194e321bac717eccb47ac351c2",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Add image generation capability documentation design",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "58243c52dd0dbd2a4ca47b26056d1522a5a86107",
          "body": "Align usage/audit recording across capabilities via a capability-agnostic IAIOperationTracker",
          "is_bot": false,
          "headline": "Merge pull request #226 from umbraco/v18/feature/ai-operation-tracker",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:21:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58dfdaceb024141a632eec2b2d7caf87f100f52e",
          "body": "fix(search, deps): Target released Umbraco.Cms.Search 18.x and set stable version",
          "is_bot": false,
          "headline": "Merge pull request #237 from umbraco/v18/feature/search-stable-release",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T13:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b2fa8df5d2b38d4bc93a1b4b4f4822dcaeec0d8",
          "body": "…able version\n\nUmbraco.Cms.Search.Core has shipped stable, CMS-major-aligned releases\n(17.0.0, 18.0.0). The previous range [1.0.0, 1.999.999) excluded the new\nmajors and resolved to the pre-release-era 1.0.0. Update the range to\n[18.0.0, 18.999.999) so Search targets the released v18 CMS Search.\n\nAl\n[…]\n line with the other v18 products.\n\nVerified: solution builds against Cms.Search 18.0.0 with no errors and\nall 47 unit tests pass.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(search, deps): Target released Umbraco.Cms.Search 18.x and set st…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T12:55:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55167368ed71c5f44b7499cc2319060e10bbbe0d",
          "body": "…ll capabilities\n\nChat and embedding previously skipped queuing a usage record whenever the\nprovider returned no UsageDetails, including on failure (RecordUsageWhenEmpty\nwas false), losing duration and status information for those calls.\nSpeech-to-text and image generation already record a null-usag\n[…]\ness operations are captured consistently with the other two\ncapabilities. Successful calls that report token usage are unaffected.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(core): Record usage for token-less and failed operations across a…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T07:46:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a0a6cac0de59d1d6c53f21f3ae8d8397d7a21aa2",
          "body": "Embedding previously read LogKeys audit metadata from\nEmbeddingGenerationOptions.AdditionalProperties, a location no caller ever\npopulates (LogKeys are written into the ambient AIRuntimeContext by the\nbuilders' WithAdditionalProperties). As a result, embedding LogKeys metadata\nwas silently dropped. Align embedding with chat/speech-to-text by reading\nLogKeys via the shared AIAuditMetadata.ExtractFromRuntimeContext helper.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(core): Read embedding audit metadata from the runtime context",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T07:44:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "32be655bbb029e2ce218a7e72eada231adbce460",
          "body": "fix(deploy): Deploy capability-specific profile settings and default profiles",
          "is_bot": false,
          "headline": "Merge pull request #227 from umbraco/v18/feature/imagegen-deploy-fix",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T07:44:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a3fa19409aa6a222c0430c9d8a3c65d7b234d74",
          "body": "…profiles\n\nProfile settings were serialized against the IAIProfileSettings marker interface,\nwhich emitted an empty object and silently dropped all concrete settings for every\ncapability (Chat, Embedding, SpeechToText). Serialize against the runtime type using\nthe core serializer options, and delega\n[…]\nTextProfileId and DefaultImageGenerationProfileId settings are deployed\nalongside the existing chat/embedding/classifier defaults.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(deploy): Deploy capability-specific profile settings and default …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-06T07:36:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a920f565f504017eafab276e6b72cc27b552b2a",
          "body": "…dleware\n\nGuards against the #224 bug class (an internal constructor on a tracker-backed\nmiddleware breaking DI construction at runtime) by resolving IAIOperationTracker\nand all four client factories through a real DI container and driving each\nfactory through CreateClientAsync/CreateGeneratorAsync against a fake provider.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(core): Add DI-resolution integration test for tracker-backed mid…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T10:08:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a5a7ccb55fce57e3c9c90deed57daf9dc0a63577",
          "body": "… tracker-backed client\n\nAITrackingSpeechToTextClient now records usage + audit via IAIOperationTracker,\nreplacing AIUsageRecordingSpeechToTextClient and AIAuditingSpeechToTextClient.\nStreaming aggregation of transcription text and error-capture semantics\npreserved; STT keeps RecordUsageWhenEmpty=true (duration/status only, no\ntoken usage).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(core): Collapse speech-to-text usage/audit wrappers into one…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T09:55:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6bf3200e4638477a57530a2827709e2783b37dd2",
          "body": "…ker-backed generator\n\nReplaces the AITrackingEmbeddingGenerator / AIUsageRecordingEmbeddingGenerator /\nAIAuditingEmbeddingGenerator trio with a single AITrackingEmbeddingGenerator backed by\nIAIOperationTracker, mirroring the chat capability's collapse. Embedding metadata still\ncomes from EmbeddingG\n[…]\nker-based code now records the real\nembeddings + usage. This changes emitted embedding audit-log content from null to real values.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(core): Collapse embedding usage/audit wrappers into one trac…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T09:42:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b021a2cd334ad5c3047e18305c43699956195054",
          "body": "…acked client\n\nAITrackingChatClient now records usage + audit via IAIOperationTracker,\nreplacing AIUsageRecordingChatClient and AIAuditingChatClient. Streaming\naggregation and error-capture semantics preserved.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(core): Collapse chat usage/audit wrappers into one tracker-b…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T09:01:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "832128c2e388faf87f9167f10ed1ba0004d8fb3e",
          "body": "Delete AIImageGenerationTracker; the tracking middleware and the\nInvokeWithTrackingAsync escape hatch now use the generic tracker. Public\nAITrackedImageResult<T> is unchanged. Image now enriches the ambient\nActivity for parity with the other capabilities.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(core): Route image generation through IAIOperationTracker",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T08:47:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "05709b872a01f8b596fb03283dafed2eb7393db8",
          "body": "Introduce Observability/AIOperationTracker as the single source of truth for\nusage + audit recording, generalized from AIImageGenerationTracker. No\ncapability is wired to it yet.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(core): Add capability-agnostic IAIOperationTracker",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-03T08:37:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1fb8c555fb9ff9b3ac62d22fe88fe1dd8708db86",
          "body": "…18/dev",
          "is_bot": false,
          "headline": "Merge branch 'v18/feature/fix-imagegen-supported-models-alias' into v…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-02T09:06:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "308db0a965e2ae760cafe3da1e151d23d14ec6f9",
          "body": "GetSupportedModelsAsync is a read-only metadata lookup that only uses the\nresolved profile — it never uses the alias (no deterministic ID, notifications,\ntelemetry or audit). Routing it through the shared builder validation forced\ncallers to pass WithAlias() and threw \"Inline image-generation alias is\nrequired\" otherwise. Skip alias validation for the metadata query; the\ngeneration paths still require an alias.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(imagegeneration): Don't require an alias for GetSupportedModelsAsync",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-02T09:05:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4d527cc633c2ee68a16ba3fb4db7129105622ecc",
          "body": "When version-scoped work is based on a line that has no dev branch on\nthe remote yet, prefer that version's main line before dropping to the\ngeneric default. Ported back from Umbraco.Automate's base-branch logic.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(ci): Fall back to $VERSION/main base in worktree-create hook",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T09:00:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3ce9ce3d4f79b595736bacb190db3b96c1f8b1da",
          "body": "…ability\n\nfeat(imagegeneration): Add experimental image generation capability",
          "is_bot": false,
          "headline": "Merge pull request #224 from umbraco/v18/feature/image-generation-cap…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:57:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7db5defb13788e75ad7adce80e24ef4357f014f",
          "body": "…generation-capability",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/v18/dev' into v18/feature/image-…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:39:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26ae3948de8cecc3e9409aa058add2176ceba391",
          "body": "Ports the experimental image generation capability from v17 (#206) to the\nv18 line: core capability, service/factory/middleware pipeline, OpenAI\nprovider generator + escape hatch, REST endpoint, default-profile setting,\nfrontend, telemetry, and the reusable experimental feature-flag mechanism.\n\nTwo \n[…]\n OpenAPI TypeScript client against the v18 backend so it\n  matches v18's generator flavour (v18/dev client + image-gen additions).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(imagegeneration): Add experimental image generation capability",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:32:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3ff84269f0759260c97d1a2463f0cd4c6b2460f5",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Note the demos/vN path convention for demo sites",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:30:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0ed553436e496eead9fea0239bd7d50eb59acc9",
          "body": "Update README, CONTRIBUTING, internal docs, skills, and ignore/include\nconfig to the versioned demos/vN/ demo-site layout the install scripts\nproduce. Removes the last references to the pre-versioned demo/ path.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Sweep old demo/ path references to versioned demos/vN layout",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:26:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3f423432eb551f719b69ce9eeecfc84749afd2ad",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'v18/feature/fix-cms-source-mapping' into v18/dev",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:24:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11b2176999e525b13c3d0aa2206bc78c213cd2e6",
          "body": "…releases\n\nCMS 18 shipped stable to nuget.org and the monorepo now pins stable CMS\nranges. The MyGet prerelease feed does not mirror every stable patch (it\nwent 18.0.0-rc4 -> 18.0.1, skipping 18.0.0), yet package source mapping\nrouted Umbraco.Cms.* exclusively to MyGet because Umbraco.Cms.* was a\nlo\n[…]\nuget.org with\ncontent hashes matching the existing lock files. Automate (beta-only) and\nDeploy stay mapped to the prerelease feed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci,deps): Resolve Umbraco.Cms from nuget.org instead of MyGet pre…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:20:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c015f4e854985bcb30d2922743efdff2558a9fc8",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Document generating demos/vN via installer when missing",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T08:16:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9590bcf3465ad824dc11c437d98423b88c47c050",
          "body": "Discover the version (vN) from an explicit name token or the current\nversion-prefixed HEAD, base new worktrees on that version's dev line, and\nslug directory names without the feature/ segment. Plain feature/<name>\nbehavior is preserved for non-versioned projects.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(ci): Support version-prefixed branches in worktree-create hook",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T07:11:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5ee66cdf73ccb8646d3d49ca35efea9fd2bad476",
          "body": "Add a Keep Active Versions in Sync rule to Multi-Version Support: before\ntreating a fix or feature as done, ask whether it should be ported to the\nother active version(s), respecting each line's support phase.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Require porting fixes/features across active version lines",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T07:07:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "baff2c49a3c5275ed1fa50449f3a360a9eb7ec94",
          "body": "Clarify that @umbraco-ai/core's type rollup must be generated (via\nbuild:core) before typechecking dependent packages, and that resulting\nTS2307/TS2339 errors indicate a stale rollup rather than a code defect.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Document core-first frontend build requirement in CLAUDE.md",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-07-01T07:07:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "6fa57c85340f9f2907964591e2d3444f08235b47",
          "body": "…proval\n\nfeat(agent): Backend tool HITL approval",
          "is_bot": false,
          "headline": "Merge pull request #212 from umbraco/v18/feature/backend-tool-hitl-ap…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:56:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40278ecbc8881eae2f77040425804558a0ec0b9b",
          "body": "Merging v18/dev brought the regenerated OpenAPI client (#209 fixes), so\nAGUIResumeStatusModel is now correctly lowercase ('resolved'|'cancelled').\nSend the resume status lowercase end-to-end and drop the transport-layer\n.toLowerCase() bridge that previously compensated for the stale PascalCase\nclient. The forwardedProps shim stays — @ag-ui/client still has no native\nresume field on RunAgentInput (#210).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(agent): Use lowercase resume status now the client regen is in",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:54:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "1932578d3a37301c8b6a186d789392a9b7a1d74e",
          "body": "…d-tool-hitl-approval",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/v18/dev' into v18/feature/backen…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:45:28Z",
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          "body": "fix(api,deps): Regenerate OpenAPI clients and reconcile hey-api version",
          "is_bot": false,
          "headline": "Merge pull request #219 from umbraco/v18/feature/client-regen-v18",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:40:16Z",
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        },
        {
          "oid": "1bd31c96f3799c5b844d1f662b58018e9f2bd0e1",
          "body": "The committed TypeScript clients had drifted badly from the backend: months of API\nchanges plus the recently-merged enum (#217) and AGUIMessage (#216) fixes were never\nreflected, and the hey-api toolchain was inconsistent (package.json ^0.97.0, lock 0.98.2,\nnode_modules 0.96.1 — none agreeing).\n\nRec\n[…]\nger emits `readOnly` (hence no *Writable variants) — a fidelity\nregression tracked separately, not restored here.\n\nRefs #216, #217\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(api,deps): Regenerate OpenAPI clients and reconcile hey-api version",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:34:00Z",
          "body_truncated": true,
          "is_coding_agent": true
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          "body": "fix(agent): Make AGUIMessage introspectable so OpenAPI emits its model",
          "is_bot": false,
          "headline": "Merge pull request #218 from umbraco/v18/feature/agui-message-schema",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:03:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "5a43c334d1f1cfe609c227233659ebb91e15a1d1",
          "body": "AGUIMessage carried a type-level [JsonConverter] purely to handle its string-or-array\n`content` field. Under Microsoft.AspNetCore.OpenApi a custom type-level converter makes\nthe type opaque, so no AGUIMessageModel schema was generated — and the types only\nreachable through it (AGUIToolCall, AGUIFunc\n[…]\n genuinely string-or-array. Wire behavior is unchanged —\nverified by the existing 86 AGUI tests plus new guard tests.\n\nCloses #216\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): Make AGUIMessage introspectable so OpenAPI emits its model",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T14:01:19Z",
          "body_truncated": true,
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        },
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          "oid": "5a70ffaddf3e482769c1c2f9c3097198d964e9c0",
          "body": "…names\n\nfix(api): Honor JSON converters in OpenAPI schema generation",
          "is_bot": false,
          "headline": "Merge pull request #217 from umbraco/v18/feature/openapi-enum-member-…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T13:39:44Z",
          "body_truncated": false,
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        },
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          "oid": "8dab290c66da23fb87b6d3d1f50ab111b3193fac",
          "body": "Microsoft.AspNetCore.OpenApi generates schemas from a document's named HTTP\nJsonOptions, not the MVC JsonOptions that drive controller serialization\n(dotnet/aspnetcore#66340). Our AI management documents register converters (the\nglobal JsonStringEnumConverter, etc.) only on the MVC options, so schem\n[…]\ndeclaration order. The result\nis the intended value changes only — verified against v17 with no date or property drift.\n\nRefs #209\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(api): Honor JSON converters in OpenAPI schema generation",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T13:37:05Z",
          "body_truncated": true,
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          "oid": "d844b2b1437b049962a3ef3e65c00b26a73d4524",
          "body": "…vendor ext\n\nThe forwardedProps bridge is a temporary shim: resume is a first-class\nRunAgentInput field in the AG-UI draft interrupt spec, but the installed\n@ag-ui/client SDK predates it. Clarify the comment so we migrate to the\nnative field once the SDK ships it.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(agent): Note resume is a draft AG-UI RunAgentInput field, not a …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:59:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d5b13abbfb9f63f990da05ed62ea3b7b23d75784",
          "body": "UaiAgentClient ferries resume entries to the transport via forwardedProps\n(the AG-UI RunAgentInput type has no resume slot). UaiHttpAgent lifts them\ninto the typed body.resume the server reads, but was also forwarding the\noriginal forwardedProps verbatim — so resume rode the wire twice (the server\nignores the forwardedProps copy). Strip the ferried resume so only genuine\nforwarded props are sent.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(agent): Don't forward the smuggled resume in forwardedProps",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:53:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "28905a5ef9f79b9c0f1bc4f4298c6d9b872a82b3",
          "body": "npm install recorded the real workspace versions (17.0.0) in place of the\n0.0.0 placeholders. Incidental lockfile correction, no dependency changes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: Sync workspace package versions in package-lock",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:51:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b4e9c050f656d76c2632aabeede1431eb1dd6ed7",
          "body": "…tend tools\n\nA denied frontend-tool approval ends as status \"error\" (red), because the\nexecutor publishes a result carrying an error and #handleToolResult maps that\nto \"error\". Backend approval deny didn't match — #handleServerToolResult\nhardcoded \"completed\", so a denied backend call would show a g\n[…]\ne run can't flip it back to executing/completed. The run still resumes so\nthe model is told the action was denied and can respond.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent-ui): Show denied backend approval as errored, matching fron…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:50:02Z",
          "body_truncated": true,
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        },
        {
          "oid": "25bc2cb8831b3d63cdb8129b9593d70228a011f5",
          "body": "…entry\n\nA backend HITL approval tool call is emitted by the server twice: once on the\ninitial run (shown pending while awaiting approval) and again on the resume run\nwhen it actually executes. Because #currentAssistantMessageId is reset between\nruns, the re-emitted TOOL_CALL created a second assista\n[…]\n(pending -> executing -> completed),\nmatching the single-entry behaviour of frontend tools, instead of appending a\nduplicate card.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent-ui): Correlate backend approval tool call to a single chat …",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:45:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "a1f43df37b3cb7bdba1c27450851a9b0e0dc3e0e",
          "body": "The server's AGUIResumeStatus enum uses lowercase [JsonStringEnumMemberName]\n(\"resolved\"/\"cancelled\"), and under ASP.NET's Web JSON defaults enum binding\nis case-sensitive. The resume entry was sending the PascalCase value from the\ngenerated client type (\"Resolved\"), so approving a server-side HITL \n[…]\nause (OpenAPI enum schema ignoring [JsonStringEnumMemberName], which\nmakes the generated client types PascalCase) tracked in #209.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): Send lowercase resume status to match AG-UI wire contract",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:39:31Z",
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        },
        {
          "oid": "649b289e1ff3cab1ccd903ba07fc34cf5dcc48e6",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Record ApprovalPolicy resolution in backend tool HITL plan",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:02:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2f894692e129afa687aef218b3d2a691dc4412b3",
          "body": "Backend tool approval relies on AG-UI interrupt/resume, which only exists on\nthe interactive streaming path. Non-interactive callers (programmatic\nRunAgentAsync/StreamAgentAsync, Automate) had no way to resolve a\nhuman_approval interrupt, so a destructive tool would stall the run.\n\nIntroduces AIAppr\n[…]\ny point forces Interactive; all other service paths\npass the options policy (default DenyAll). Automate inherits the safe default.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): Add ApprovalPolicy for non-interactive agent callers",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T09:01:47Z",
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          "oid": "9c14cd77f530c44b35a297faff99b83bb41eedfa",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Mark Tasks 5-7 complete in backend tool HITL approval plan",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T08:50:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1a638022c3a199ea8d39c4420393a71545c72d4d",
          "body": "Adds Umbraco.AI.Agent.Tests.Integration with a composition test that drives\na real MAF ChatClientAgent (with built-in function invocation) over a\nscripted IChatClient through the real AGUIStreamingService.\n\nProves Tasks 1-4 compose: a destructive tool wrapped in\nApprovalRequiredAIFunction pauses with a human_approval interrupt and, on\nresume, the wrapped function executes exactly once when approved and never\nwhen denied.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(agent): End-to-end backend tool approval/deny flow",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T08:48:22Z",
          "body_truncated": false,
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        },
        {
          "oid": "f789e83b1c66f89d2d82903cb2156fd4f7a4f6c3",
          "body": "The frontend received human_approval interrupts but never resumed through\nthe AG-UI resume path. #resumeRun injected the approve/deny decision as a\nuser chat message, so the server's approval resume mapping never fired.\n\n- uai-agent-client: sendMessage accepts resume entries via forwardedProps\n- uai\n[…]\nrun.controller: human_approval interrupts resume with the interrupt id\n  and { approved } payload instead of a polluting user turn\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent,agent-ui): Wire human_approval resume entries to backend",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T08:41:20Z",
          "body_truncated": true,
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        },
        {
          "oid": "6ec852f3c2a42706ffbf74d2a29937b2b9861b90",
          "body": "…sponseContent\n\nOn resume with human_approval interrupts, promote FunctionCallContent →\nToolApprovalRequestContent in the replayed assistant history (FICC requires\nthe original request in replayed history to correlate responses, spike\nFinding B), then add a User-role ChatMessage containing\nToolAppro\n[…]\n when forwarding to the\nmodel client, so tests assert against the list we build (converterReturnList)\nrather than what the model client sees.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent,approval): Route approval resume entries to ToolApprovalRe…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T08:21:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "33167878a42ea997b6163896105bae233d18cbae",
          "body": "… human_approval interrupt\n\nWhen MEAI's FunctionInvokingChatClient encounters an ApprovalRequiredAIFunction\nit emits ToolApprovalRequestContent instead of executing the tool. StreamCoreAsync\nnow handles this content type: emits a ToolCallChunkEvent so the frontend sees the\npending call, then calls RegisterApprovalRequest so EmitRunFinished includes a\nhuman_approval interrupt with the encoded approval:callId interrupt ID.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): Detect ToolApprovalRequestContent in stream and register…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T07:48:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "e93707f9bdf36291ec7def22d9907e7990419340",
          "body": "AGUIInterruptKind (Agent.Core) encodes approval requests as\n\"approval:{callId}\" interrupt IDs. RegisterApprovalRequest on\nAGUIEventEmitter stores pending approvals and EmitRunFinished emits\nthem as human_approval interrupts alongside existing tool_call entries.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): Add AGUIInterruptKind and approval interrupt emission",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T07:42:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "6683266dc54be79ab08a712ea4486cf0457194fe",
          "body": "…tion\n\nSystem tools skip approval; AllowMultipleToolCalls is disabled when any\ndestructive non-system tool is present (MEAI limitation).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): Wrap destructive backend tools in ApprovalRequiredAIFunc…",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T07:39:27Z",
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          "oid": "e1f9154665db59ad6e8f9f9a21dcbb133e168175",
          "body": null,
          "is_bot": false,
          "headline": "test(agent): Characterize MEAI ApprovalRequiredAIFunction round-trip",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
          "committed_at": "2026-06-30T07:27:15Z",
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          "oid": "be2a6f22f6117a36a834c862585face11146636b",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(ci): Make SBOM generation jobs non-fatal",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
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          "body": "- Add UserSecretsId step (shared GUID across versions)\n- Add Clean version map (7.* for v17, 8.* for v18) and Umbraco.Automate package install\n- Add UmbracoAISeedData.cs copy to SeedData/\n- Add Automate appsettings.json configuration\n- Use nested solution folders (Providers/*, Addons/*, Deploy/)\n- A\n[…]\nompt.Deploy, Agent.Deploy to solution\n- Comment out Search demo reference (v18 incompatibility)\n- Add Automate project reference to demo site\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(docs): Align install-demo-site.sh with PowerShell equivalent",
          "author_name": "Matt Brailsford",
          "author_login": "mattbrailsford",
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          "body": "…mo support\n\n- Scope Clean install to correct major using a version map (Clean 7.* for CMS 17, 8.* for CMS 18)\n- Scope Umbraco.Automate install to correct major using floating prerelease pattern (N.*-*)\n\nCo-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(docs): Fix version-scoped package installs for multi-version de…",
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          "headline": "chore: Remove demo site files",
          "author_name": "mattbrailsford",
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
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                "key": "maintained",
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                "key": "sast",
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                "key": "signed_releases",
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                ],
                "max_points": 7.5
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                "key": "token_permissions",
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              {
                "key": "vulnerabilities",
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            ]
          },
          {
            "key": "dependency_advisories",
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              {
                "code": "jurisdiction_evidence_limits",
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              },
              {
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T09:41:36.628309Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/umbraco/Umbraco.AI.svg",
  "full_name": "umbraco/Umbraco.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 v0.27.0 — full methodology · metrics wiki.

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