Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-30 21:49 UTC

mindsdb / cowork-server

FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.

PythonAGPL-3.0★ 4 stars⑂ 5 forkssince May 2026View on GitHub ↗

mindsdb/cowork-server holds a health index of 32 out of 100, placing it in the At risk band. It scores highest on Sustainability & Governance (85/100) and lowest on Security (35/100). It was last updated today. 3 contributors account for most of its recent work.

32
overall / 100
At risk

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.

32
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.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

MindsDB IncOrganization
1,416 followers57 public repossince Aug 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIcowork-server0.26.7.27.34,576513 days ago

Metrics by category

Vitality

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

77Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
7.6/36Commit cadence — 11/52 weeks with commits
18/18Commit volume — 601 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year601
human_commit_share0.99
days_since_last_push0
active_weeks_last_year11

Release discipline

100Excellent
How it's scored
27/27Ships releases — 54 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~0.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count54
latest_release_tagv0.26.7.30.1rc5
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.3
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?

38At risk · 18% of overall
How it's scored
7.7/60Stars — 4 stars
5/25Forks — 5 forks
0/15Watchers — 0 watchers
Inputs used
forks5
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (AGPL-3.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
48.8/80Monthly downloads — 4,576 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagescowork-server
dependents
ecosystemspypi
total_downloads
monthly_downloads4,576
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?

85Excellent · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
17.2/22.5Commit distribution — top contributor authored 24% of commits
13.5/13.5Contributor breadth — 15 contributors
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled15
top_contributor_share0.236
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
31.1/38.3PR acceptance — 178/219 decided PRs merged
13.5/15OpenSSF Scorecard: Code-Review — Found 12/13 approved changesets -- score normalized to 9
Inputs used
merged_prs178
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs41
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.7/25Owner reach — 1,416 followers of mindsdb
24.8/25Track record — 57 public repos, account ~8 yr old
Inputs used
followers1,416
owner_typeOrganization
is_verified
owner_loginmindsdb
public_repos57
account_age_days3,271
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 3 days ago
20/20Version history — 51 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescowork-server
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 20% of overall
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://mindshub.ai
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://mindshub.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

35At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 14 out of 14 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
6.8/7.5Code-Review — Found 12/13 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 14 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction55
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
How it's scored
14.6/35Direct dependencies free of known advisories — 1 affected: hermes-agent 0.17.0 (high 7.3)
6.8/25Indirect dependencies free of known advisories — 1 affected: pillow 12.2.0 (critical 9.1)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories30
affected_packages2
assessed_packages103
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages1
Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. 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.

50Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
32.9/40Legible commit history — 61 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.616
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 25 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.25
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/234 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes55,763
source_files_sampled234
oversized_source_files0

Key facts

4GitHub stars
15contributors
601commits, last 12 months
0days since last push
54releases
3bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
10Releases

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.

12345512026-062026-072026-07
Major 0Minor 0Patch 0
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 · 2026-07-30 21:48 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 12/13 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities14 existing vulnerabilities detected
Direct dependencies 17
RegistryPackageVersion constraintManifest
PyPIalembic>=1.17.0pyproject.toml
PyPIanton-agent>=2.26.6.30.1,<3pyproject.toml
PyPIcryptography>=48.0.0pyproject.toml
PyPIfastapi>=0.136.1pyproject.toml
PyPIhermes-agent>=0.15.2,<0.18pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydantic-settings>=2.14.1pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIpython-multipart>=0.0.28pyproject.toml
PyPIsqlmodel>=0.0.38pyproject.toml
PyPItzlocal>=5.0pyproject.toml
PyPIuvicorn>=0.47.0pyproject.toml
PyPImarkdown>=3.7pyproject.toml
PyPIxhtml2pdf>=0.2.16pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIhtmldocx>=0.0.6pyproject.toml
All dependencies 118

Full resolved dependency set from the GitHub dependency graph: 17 direct and 101 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIalembic1.18.4direct
PyPIanton-agent2.26.7.6.2direct
PyPIcryptography48.0.1direct
PyPIfastapi0.136.3direct
PyPIhermes-agent0.17.0direct
PyPIhtmldocx0.0.6direct
PyPIhttpx0.28.1direct
PyPImarkdown3.10.2direct
PyPIpsycopg3.3.4direct
PyPIpydantic2.13.4direct
PyPIpydantic-settings2.14.1direct
PyPIpython-docx1.2.0direct
PyPIpython-multipart0.0.32direct
PyPIsqlmodel0.0.38direct
PyPItzlocal5.4.3direct
PyPIuvicorn0.49.0direct
PyPIxhtml2pdf0.2.17direct
PyPIaiohappyeyeballs2.6.2indirect
PyPIaiohttp3.14.0indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanthropic0.105.2indirect
PyPIanyio4.13.0indirect
PyPIarabic-reshaper3.0.1indirect
PyPIasn1crypto1.5.1indirect
PyPIattrs26.1.0indirect
PyPIaudioop-lts0.2.2indirect
PyPIbeautifulsoup44.15.0indirect
PyPIcertifi2026.5.20indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.1indirect
PyPIcolorama0.4.6indirect
PyPIconcurrent-log-handler0.9.29indirect
PyPIcoverage7.14.3indirect
PyPIcroniter6.0.0indirect
PyPIcssselect20.9.0indirect
PyPIdill0.3.8indirect
PyPIdiscord-py2.7.1indirect
PyPIdistro1.9.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIfire0.7.1indirect
PyPIfrozenlist1.8.0indirect
PyPIgreenlet3.5.1indirect
PyPIh110.16.0indirect
PyPIhtml5lib1.1indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.8.0indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIjiter0.15.0indirect
PyPIlxml6.1.1indirect
PyPImako1.3.12indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImultidict6.7.1indirect
PyPIopenai2.24.0indirect
PyPIoscrypto1.3.0indirect
PyPIpackaging26.0indirect
PyPIpathspec1.1.1indirect
PyPIpillow12.3.0indirect
PyPIpluggy1.6.0indirect
PyPIportalocker3.2.0indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpropcache0.5.2indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg-binary3.3.4indirect
PyPIptyprocess0.7.0indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpygments2.20.0indirect
PyPIpyhanko0.35.1indirect
PyPIpyhanko-certvalidator0.31.1indirect
PyPIpyjwt2.13.0indirect
PyPIpypdf6.14.0indirect
PyPIpytest9.0.3indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpython-bidi0.6.10indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpytz2026.2indirect
PyPIpywin32312indirect
PyPIpywinpty2.0.15indirect
PyPIpyyaml6.0.3indirect
PyPIreportlab4.5.1indirect
PyPIrequests2.33.0indirect
PyPIrich14.3.3indirect
PyPIruamel-yaml0.18.17indirect
PyPIruamel-yaml-clib0.2.15indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIslack-sdk3.42.0indirect
PyPIsniffio1.3.1indirect
PyPIsocksio1.0.0indirect
PyPIsoupsieve2.8.4indirect
PyPIsqlalchemy2.0.50indirect
PyPIstarlette1.3.1indirect
PyPIsvglib2.0.2indirect
PyPItenacity9.1.4indirect
PyPItermcolor3.3.0indirect
PyPItinycss21.5.1indirect
PyPItqdm4.67.3indirect
PyPItyper0.26.7indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPIuritools6.1.2indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.7.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsockets15.0.1indirect
PyPIyarl1.24.2indirect
Dependency advisories 2

Installing pypi:cowork-server@0.26.7.27.3 pulls in 103 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
pillow12.2.0indirectcritical2612.3.0
hermes-agent0.17.0directhigh40.18.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 3055,
      "has_wiki": true,
      "homepage": "https://mindshub.ai",
      "languages": {
        "Mako": 704,
        "Python": 1564377,
        "Makefile": 818,
        "Dockerfile": 1726
      },
      "pushed_at": "2026-07-30T21:46:27Z",
      "created_at": "2026-05-13T23:54:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T21:15:40Z",
      "description": "FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "mindsdb.com",
      "name": "MindsDB Inc",
      "type": "Organization",
      "login": "mindsdb",
      "company": null,
      "location": "Berkeley, CA",
      "followers": 1416,
      "avatar_url": "https://avatars.githubusercontent.com/u/31035808?v=4",
      "created_at": "2017-08-15T11:14:59Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 3271
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.26.7.30.1rc5",
          "kind": "other",
          "published_at": "2026-07-30T21:46:28Z"
        },
        {
          "tag": "v0.26.7.30.1rc4",
          "kind": "other",
          "published_at": "2026-07-30T13:05:12Z"
        },
        {
          "tag": "v0.26.7.30.1rc3",
          "kind": "other",
          "published_at": "2026-07-30T13:02:37Z"
        },
        {
          "tag": "v0.26.7.30.1rc2",
          "kind": "other",
          "published_at": "2026-07-30T11:55:35Z"
        },
        {
          "tag": "v0.26.7.30.1rc1",
          "kind": "other",
          "published_at": "2026-07-30T05:01:03Z"
        },
        {
          "tag": "v0.26.7.29.1rc2",
          "kind": "other",
          "published_at": "2026-07-29T17:53:41Z"
        },
        {
          "tag": "v0.26.7.29.1rc1",
          "kind": "other",
          "published_at": "2026-07-29T15:42:30Z"
        },
        {
          "tag": "v0.26.7.28.1rc3",
          "kind": "other",
          "published_at": "2026-07-28T16:26:23Z"
        },
        {
          "tag": "v0.26.7.28.1rc2",
          "kind": "other",
          "published_at": "2026-07-28T12:01:21Z"
        },
        {
          "tag": "v0.26.7.28.1rc1",
          "kind": "other",
          "published_at": "2026-07-28T03:07:29Z"
        },
        {
          "tag": "v0.26.7.27.3",
          "kind": "other",
          "published_at": "2026-07-27T21:16:20Z"
        },
        {
          "tag": "v0.26.7.27.2rc1",
          "kind": "other",
          "published_at": "2026-07-27T16:27:35Z"
        },
        {
          "tag": "v0.26.7.27.1rc6",
          "kind": "other",
          "published_at": "2026-07-27T11:41:57Z"
        },
        {
          "tag": "v0.26.7.27.2",
          "kind": "other",
          "published_at": "2026-07-27T19:38:12Z"
        },
        {
          "tag": "v0.26.7.27.1",
          "kind": "other",
          "published_at": "2026-07-27T11:42:04Z"
        },
        {
          "tag": "v0.26.7.27.1rc5",
          "kind": "other",
          "published_at": "2026-07-27T10:52:52Z"
        },
        {
          "tag": "v0.26.7.27.1rc4",
          "kind": "other",
          "published_at": "2026-07-27T02:07:08Z"
        },
        {
          "tag": "v0.26.7.27.1rc3",
          "kind": "other",
          "published_at": "2026-07-27T02:02:07Z"
        },
        {
          "tag": "v0.26.7.27.1rc2",
          "kind": "other",
          "published_at": "2026-07-27T01:26:29Z"
        },
        {
          "tag": "v0.26.7.27.1rc1",
          "kind": "other",
          "published_at": "2026-07-27T01:10:13Z"
        },
        {
          "tag": "v0.26.7.25.1rc2",
          "kind": "other",
          "published_at": "2026-07-25T10:03:36Z"
        },
        {
          "tag": "v0.26.7.25.1rc1",
          "kind": "other",
          "published_at": "2026-07-25T07:36:38Z"
        },
        {
          "tag": "v0.26.7.24.1rc5",
          "kind": "other",
          "published_at": "2026-07-24T12:21:13Z"
        },
        {
          "tag": "v0.26.7.24.1rc4",
          "kind": "other",
          "published_at": "2026-07-24T12:19:00Z"
        },
        {
          "tag": "v0.26.7.24.1rc3",
          "kind": "other",
          "published_at": "2026-07-24T10:41:47Z"
        },
        {
          "tag": "v0.26.7.24.1rc2",
          "kind": "other",
          "published_at": "2026-07-24T09:59:07Z"
        },
        {
          "tag": "v0.26.7.24.1rc1",
          "kind": "other",
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          "is_coding_agent": false
        },
        {
          "oid": "5179e4d581bb6433416204c6bec9bd12fd209994",
          "body": "…reap-orphaned-running-runs-on-boot-bound\n\nfix(scheduler): reap orphaned running runs on boot; bound run duration [ENG-769]",
          "is_bot": false,
          "headline": "Merge pull request #194 from mindsdb/paul/eng-769-scheduled-tasks-s1-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f897f28b936d44cbb7554e51ad4ea550fc0b49f7",
          "body": "`timezone=\"local\"` silently resolved to UTC in resolve_timezone(), so a\nschedule saved with \"local\" fired on UTC wall-clock instead of the user's\nzone (and lost DST tracking). Since cowork-server runs on the user's own\nmachine, \"local\" now resolves to the system's real IANA zone via tzlocal,\nfalling\n[…]\nting next_run_at on cadence/timezone edit is deferred to\nthe driver rework (ENG-703); this is the standalone salient bug from ENG-773.\n\nENG-773\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): resolve timezone=\"local\" to the system zone, not UTC",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T23:19:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be64a8815036439f8242bdc9c2f0b6f006205162",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into staging (content already present)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T22:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce74003ba6e2fb9f4eb3d2cf6d3eb32d26c79e0",
          "body": "A crash/restart mid-run left a ScheduleRun in `running` forever. The\ndue-check skips schedules with a running run, so one stale row wedged\nthe schedule permanently — it silently never fired again.\n\n- Add ScheduleRunService.reap_orphaned_runs(): on boot, mark every\n  `running` run (scheduled and manu\n[…]\n  so a hung agent can't stay `running` indefinitely.\n- Tests for the reaper (running->failed, manual runs, finished runs\n  untouched).\n\nENG-769\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): reap orphaned running runs on boot; bound run duration",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T21:48:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "866878ef2dffe18976a0685767ad874dfe4ef071",
          "body": "…ixes\n\n[ENG-688] Scheduled task fixes",
          "is_bot": false,
          "headline": "Merge pull request #181 from mindsdb/tino097/eng-688-scheduled-task-f…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T19:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09516f817a8bce774c1bc82e3c34327e1c68e5b5",
          "body": null,
          "is_bot": false,
          "headline": "moved gdrive logic from harness to connections",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-14T17:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f7251a4940b294a59dd1f64c02801200b614a5",
          "body": "chore: back-merge main hotfix into staging",
          "is_bot": false,
          "headline": "Merge pull request #191 from mindsdb/backmerge/main-hotfixes-to-staging",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39224922827b3017d342313f9629ef38cfd61026",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7dbe7ecfad7dc5a7eb8d9424628d699aec08444",
          "body": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url (ENG-632)",
          "is_bot": false,
          "headline": "Merge pull request #190 from mindsdb/hotfix/eng-632-oauth-origin-alias",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6754fb6207e345a4a94dd978d7b57c08b51c4b43",
          "body": "Hotfix for the desktop OAuth origin change (cowork PR #386, ENG-632).\n\nCOWORK_SERVER_ORIGIN was a validation alias for TWO settings: server_origin\n(OAuth redirect base — intended) and public_base_url (channel webhook base).\nThe desktop app sets COWORK_SERVER_ORIGIN=http://127.0.0.1:<port> so OAuth\n\"\n[…]\norigin and webhook\nbase are now decoupled. No other code referenced COWORK_SERVER_ORIGIN; cloud\ndeployments already set COWORK_PUBLIC_BASE_URL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:18:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6c39139d40c234e8780e1b97afcbe478f1e4e57",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15daadf12d283e2fa0fd52dce69be85961647513",
          "body": "…-739)\n\nRemove ANTON_PLANNING_MODEL / ANTON_CODING_MODEL from _ENV_TO_SETTING, the\ntable driving both migrate_env_to_db (first-boot seed) and the\nPOST /settings/raw merge sync.\n\nThe raw-sync path runs on every desktop/web credential push and — via the web\nclient's saveMindsToken — on every scheduled\n[…]\n assert\nthe new invariant: /settings/raw syncs the credential + provider but leaves the\nmodel row unset while preserving the .env line on disk.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop syncing .env model keys to the DB — CLI-only (ENG…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T22:32:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ecc02394651a51368ca10527ad90dd759dded8c",
          "body": "feat(tools): slim request_credentials schema + data-vault instructions",
          "is_bot": false,
          "headline": "Merge pull request #185 from mindsdb/feat/slim-connector-tools",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-13T22:16:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ef9b9c620a09484be616500de00171f077a9447",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject path-traversal segments in comments proxy",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-13T08:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b0500cdd2324dcf44bc64a2c2bba7c8a0b57bee",
          "body": "Staging (Week of 06-07-22)",
          "is_bot": false,
          "headline": "Merge pull request #163 from mindsdb/staging",
          "author_name": "Hamish Fagg",
          "author_login": "hamishfagg",
          "committed_at": "2026-07-13T04:09:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20dc8bad43eea6dc5623951ef725c6fc5d96e066",
          "body": "…mission/update_form\n\n- request_credentials handler no longer tells the model to call\n  fetch_submission (unregistered tool); guidance now matches the\n  rewritten prompt's 'server saves on submit' contract.\n- _scrub_secret_values strips 'value' from password-type fields\n  (top-level and per-method) \n[…]\nrompt clause restored.\n- Delete the commented-out fetch_submission/update_form blocks in\n  tools.py and harness.py (git history preserves them).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): address review — scrub secret values, drop dead fetch_sub…",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:49:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c8c0f1add74002c82d95faa6d8686d2cbda03fc",
          "body": "The request_credentials tool schema (8.7k chars on the wire) and its\nDATA VAULT WORKFLOW prompt (2.9k chars) documented per-field details a model\nalready knows. Cut to the non-obvious contracts only (verbatim registry spec\npass-through, _connector_id, methods[]/PKCE shape, fence formatting,\nnever-echo-credentials): schema ~5k chars, prompt 1.3k chars.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tools): slim request_credentials schema + data-vault instructions",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:31:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70a1d751640876971ba42bbf3ff38c3c6774cc32",
          "body": null,
          "is_bot": false,
          "headline": "derive run status from stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:56:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d3d3cfc8c4c89c82569c8c846395bff9abde1d",
          "body": null,
          "is_bot": false,
          "headline": "read run outcome from the stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:42:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48c8a9361112dd18b0fa076259cf90b3dfd21a6b",
          "body": null,
          "is_bot": false,
          "headline": "fixes from ai code review",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-10T14:51:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b1cebed1c6fd7ad1fc80344aed5d3d7c00a3bf4",
          "body": "…eeze)\n\nFollows the rename in mindsdb/github-actions#32. Caller filenames and workflow\nnames are unchanged; only the uses: target paths move.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point callers at renamed reusable workflows (release-freeze/-pr/-unfr…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-10T00:01:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75e2fdb3cf33a875cf68319bae71c681399dd934",
          "body": "Adds a top-level 'permissions: contents: read' block to each caller so the\nGITHUB_TOKEN is least-privilege (fixes CodeQL actions/missing-workflow-permissions).\nAll privileged operations run through the mindsdb-release-train App token, so\ncontents: read is sufficient for the callers.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Set explicit GITHUB_TOKEN permissions on release-train callers",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:47:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9df5b36de89d3d8e9ce1b54d9d70b6c2e0a3e165",
          "body": "…orkflows\n\nReplaces the self-contained freeze/release-PR/unfreeze workflows and the\nset-branch-lock.js helper with ~15-line callers of the reusable workflows in\nmindsdb/github-actions (see mindsdb/github-actions#32). Workflow names are\npreserved so the workflow_run chain still fires.\n\nAuth now uses \n[…]\nvisioned\nstaging-freeze ruleset instead of round-tripping branch protection. The\nunfreeze caller carries the merged-release-PR + fork-PR guard.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor release-train workflows to thin callers of shared reusable w…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:37:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be5e0a262667e9860935d49114680d26a888e092",
          "body": "…trand attachments (#182)\n\n* fix(files): key attachment purposes by conversation id only (ENG-338)\n\nRenaming a project stranded every attachment already uploaded to its\nconversations: the purpose tag embedded the mutable project name\n(attachment:{project}:{session}) and renames never relinked existi\n[…]\nards it;\n  the one-key dict was shape without consumers).\n\nSuite: 407 passed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-338: key attachment purposes by conversation id — renames can't s…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T22:24:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ccccd0f5ba57a15c12923496d079a3d7e368e8b",
          "body": "fix(skills): directory-junction fallback for Windows non-admin symlinks (WinError 1314)",
          "is_bot": false,
          "headline": "Merge pull request #184 from mindsdb/fix/windows-skill-link-junctions",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6c6319921e0bf84690bf7c95f924a8b733837f",
          "body": "…ileges\n\nOn Windows a non-admin user without Developer Mode cannot create symlinks:\nPath.symlink_to raises OSError [WinError 1314] \"A required privilege is not\nheld by the client\". This crashed server boot — reconcile_all() in\nrun_dev_setup() propagated the raise, so the FastAPI lifespan startup abo\n[…]\n so it can never abort server startup again.\n\nAdds regression tests: link round-trip + \"one unlinkable skill doesn't abort\nthe full reconcile\".\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(skills): fall back to directory junctions when symlinks need priv…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:25:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aefad09760a859f247f3254e8b72291c2473d8d2",
          "body": "…to a locked model (ENG-597) (#167)\n\n* feat(settings): tier-aware model defaults — free tier never defaults to a locked model (ENG-597)\n\nMindsHub now gates models per plan tier: a free-tier key gets sonnet/haiku\n(the canonical minds-cloud planning/coding defaults) as enabled:false from\n/v1/models, s\n[…]\nhy this slipped).\n\nSuite: 332 passed, ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(settings): tier-aware model defaults — free tier never defaults …",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T17:49:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd0f389c1e363bf7b145581810d4d1e295c7e963",
          "body": null,
          "is_bot": false,
          "headline": "fix for project files for gdrive files",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49efc6c8e819c60dfdb71a143e85e15bd1fa4ff8",
          "body": "* fix: restore _stream compat method and fix NOT NULL migration (staging)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove dead _stream method from ResponsesHandler\n\n_stream had zero callers after the rebase onto staging — the streaming\npath runs through _produce()/buffer, a\n[…]\n-of-band.\n\n---------\n\nCo-authored-by: sejuba <sejuba@7a:37:83:36:3f:61.home>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Konstantin Sivakov <konstantin.sivakov@gmail.com>",
          "is_bot": false,
          "headline": "fix: add migration guard for pre-Alembic DBs (staging) (#86)",
          "author_name": "Michael Olayemi Olawepo",
          "author_login": "sejubar",
          "committed_at": "2026-07-09T16:27:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "56f1d1ed83c01cb77ff0bd02b1c3cfdfd4f02523",
          "body": null,
          "is_bot": false,
          "headline": "added file picker",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:19:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46d863bef3e3420632868d1cfbfcc5b4f2729080",
          "body": null,
          "is_bot": false,
          "headline": "trigger langfuse on turns",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b30ac1b79ae043f8b490323f69a5d1260dfbc856",
          "body": null,
          "is_bot": false,
          "headline": "record canceled runs and expose correct flags for the api",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef096337c719ee66a91dfbffe76b589e8f25c70f",
          "body": null,
          "is_bot": false,
          "headline": "fix(comments): don't show orphan notice for intentional general comments",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T15:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "043f4b3e0240771d592e14e512db33b843af1947",
          "body": null,
          "is_bot": false,
          "headline": "register ds vars for scrubbing",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T14:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e68b1e25ab9d06f345a0294de6ac34dc22e5ec2b",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): report hidden/orphan anchor state from the marker layer",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T14:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "475a13d8c3dbecdc14d909cfe131778328b37a29",
          "body": null,
          "is_bot": false,
          "headline": "skip cron when success",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T13:59:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da073bd172b39b602ebfb891a0adbb2c8358c799",
          "body": "- Replace the injected iframe layer with the redesigned commenter chrome:\n  teal droplet pins, white thread popover, grow-from-pill composer, custom\n  pin cursor, gap-space element hit-testing, Alt-to-expand selection\n- Keep it credential-free: the layer posts intents over postMessage; the\n  renderer holds creds, performs every API call, and pushes the thread list\n- English confirm copy for delete\n- Update layer tests for the redesigned protocol",
          "is_bot": false,
          "headline": "feat(comments): redesigned on-artifact comment layer (injected)",
          "author_name": "Hazem Aboelsoud",
          "author_login": "hazemahmedx0",
          "committed_at": "2026-07-09T12:09:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84122a55f419c220ab1471fbe3f153b013428b55",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T11:07:45Z",
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          "oid": "016276c02af3beab2183c4023c2b1f2dee1fe174",
          "body": "stop false \"Unpublished changes\" badge on fullstack artifacts",
          "is_bot": false,
          "headline": "Merge pull request #134 from mindsdb/fix/false-unpublished-changes",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T08:45:17Z",
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          "oid": "a6203a4a7e6ad6a86bbb108f636908ad3bf4efb8",
          "body": "…) (#168)\n\n* feat(turn-errors): map model-403s (model_access_denied / model_disabled) to distinct codes + extras (ENG-598)\n\nWhen the gateway rejects the requested MODEL (plan tier gate or admin kill\nswitch), the turn died as a generic anton_error — \"An unexpected error\noccurred\" — with no hint that \n[…]\nched — not\nin scope, present before this change.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(turn-errors): map model-403s to distinct codes + extras (ENG-598…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T01:06:16Z",
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        {
          "oid": "e13717db8c41c10b7a4c3e3bf3ab4eea3ef265d2",
          "body": "feat: single COWORK_HOME data root for full per-build isolation",
          "is_bot": false,
          "headline": "Merge pull request #174 from mindsdb/feat/cowork-home-data-root",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T01:01:46Z",
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          "body": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "is_bot": false,
          "headline": "Merge pull request #173 from mindsdb/fix/migration-mismatch-guard",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:57:23Z",
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          "oid": "a2b5cd0a06ab57f6e0d397ffb55ab2c1555a958b",
          "body": "The .env search chain kept ~/.anton/.env regardless of COWORK_HOME, so an\nisolated (preview/stable) build still read any value living there that its\nown .env didn't set. A path var in the legacy file (DATABASE_URI,\nMASTER_KEY_PATH, COWORK_PROJECTS_DIR, ...) would resolve every build back\nonto the sa\n[…]\ntion\nexists to prevent. Consult ~/.anton/.env only for the default (prod) home;\nan isolated build reads only <COWORK_HOME>/.env and local .env.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't inherit legacy ~/.anton/.env in isolated builds",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:28:59Z",
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          "oid": "62448aaf8ec5231a25018c5455fc5738fd6f5ded",
          "body": "Replaces the single weekly-merge workflow with the freeze/release-PR/unfreeze\nlifecycle established in mindshub_inference#319: staging-freeze locks staging\non a weekly cron, weekly-merge-staging opens the staging->main release PR, and\nstaging-unfreeze unlocks staging when the release PR merges. Branch-protection\nchanges go through a shared set-branch-lock.js helper using RELEASE_AUTOMATION_TOKEN.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
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        },
        {
          "oid": "b8c709be15b164eba3a8869c34d1713ac3d1088d",
          "body": "Introduce cowork.common.paths.cowork_home() — a single data root (default\n~/.cowork, overridable via the COWORK_HOME env var) that every cowork path\nderives from: the SQLite DB, projects, files, skills, memory, streams, the\nconnector vault, the master key, oauth state, the .env, and the anton/hermes\n[…]\nATH, …)\nkeep their precedence over the derived default. Default behavior (unset\nCOWORK_HOME) is unchanged: everything resolves under ~/.cowork.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: single COWORK_HOME data root for full per-build isolation",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:50:52Z",
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          "body": "fix(server): remove Python 3.12-only f-string syntax that crashes import on 3.11",
          "is_bot": false,
          "headline": "Merge pull request #169 from mindsdb/fix/server-python312-import-crash",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
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          "oid": "4321fc98d42f3c197d16c97db1c372113035d7a2",
          "body": "…7) (#143)\n\n* add guard around the key reveal\n\n* test(settings): cover loopback guard on reveal-key + /raw (ENG-457)\n\nTests for _require_local: allows 127.0.0.1/::1, 403s any other peer (incl.\n0.0.0.0 and a None client), and reveal-key / GET-raw reject a non-local\ncaller before touching the DB/env.\n\n[…]\npasses the guard.\n\nFull suite green (287 passed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): restrict reveal-key + /raw to loopback callers (ENG-45…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T21:05:59Z",
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          "oid": "1d1e5a7539e8f855ec42599a63d5405d6fcae7f4",
          "body": "setup_logging() clears all root handlers and calls logging.basicConfig(\nforce=True), reconfiguring application-wide logging as a side effect of\nimporting cowork/db/migrations.py (order-dependent clobbering), and\nreturns a logger named cowork.common.logger rather than this module.\nUse logging.getLogger(__name__) like the rest of the codebase.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use module logger instead of setup_logging() at import",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
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        },
        {
          "oid": "a2c24e907a439011a619585f6dd02e36aca346f3",
          "body": "…177)\n\n* feat(channels): channel-aware support-mode prompt via ChannelContext (ENG-591)\n\nChannel turns previously ran the identical harness build as desktop turns,\nso the system prompt steered the model toward desktop-UI affordances.\nThread a ChannelContext (channel_type, is_group, display_name) fro\n[…]\nmention fallback so\n@antonbot doesn't answer a mention aimed at @antonbotdev.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-591: channel-aware support mode + working group mention-gating (#…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "body": "feat: configurable CORS allowed origins (localhost-only default)",
          "is_bot": false,
          "headline": "Merge pull request #112 from mindsdb/feat/cors-configurable-origins",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
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          "headline": "switched anton-agent to main",
          "author_name": "martyna-mindsdb",
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          "headline": "gdrive connector with google picker api",
          "author_name": "martyna-mindsdb",
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          "oid": "27e130de722eed158b2356184d5badeb34a60dfd",
          "body": "* Detach the channel from project on the /new command\n\n* adress comments on the PR\n\n---------\n\nCo-authored-by: Lucas Koontz <lucas.emanuel.koontz@gmail.com>",
          "is_bot": false,
          "headline": "Channels and projects (#164) (#166)",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "headline": "Merge branch 'staging' into feat/cors-configurable-origins",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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        },
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          "oid": "6f0637106cf88eff30728d5e723136f8330e6bec",
          "body": "…eposition on DOM changes",
          "is_bot": false,
          "headline": "fix(comments): hide artifact markers for hidden/removed anchors and r…",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "body": null,
          "is_bot": false,
          "headline": "feat(comments): proxy PATCH/DELETE + on-artifact layer edit/delete",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:37:37Z",
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          "body": "Feat/eng 563 scheduler update",
          "is_bot": false,
          "headline": "Merge pull request #161 from mindsdb/feat/eng-563-scheduler-update",
          "author_name": "Andrey",
          "author_login": "ea-rus",
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          "body": "When a newer app advances the schema and an older build is then opened\nagainst the same database, `command.upgrade(head)` fails deep inside\nAlembic with an opaque \"Can't locate revision identified by '<rev>'\"\nand the server never starts.\n\nDetect the condition up front: compare the revision(s) record\n[…]\n preview builds of different\nages sharing cowork-preview.db, or a prod downgrade) into an actionable\nmessage instead of a silent startup crash.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "author_name": "pnewsam",
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          "oid": "bfe8d5c6094adbe5127878a93f55c49020073e28",
          "body": "…r false-negative (ENG-576) (#171)\n\nThe Settings connectivity probe (ping_provider) and onboarding validation\n(validate_minds) POSTed CODING_MODEL_DEFAULTS[\"minds_cloud\"] = \"haiku\", a PAID\nmodel. MindsHub tier-gates paid models, so a free-tier key gets a 403 — and:\n\n- ping_provider recorded provider\n[…]\n5 new (constant guard, ping + validate use mindshub_air, configured paid\nmodel ignored, missing-key fast-fail). Suite: 320 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(providers): probe MindsHub with a tier-universal model — free-tie…",
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          "body": "…ort on 3.11\n\nTwo modules used f-strings that reuse the enclosing quote character inside the\nexpression (PEP 701, valid only on Python 3.12+):\n\n  - cowork/common/settings/app_settings.py — the default DB URI\n  - cowork/harnesses/memory/adapter.py     — the project-memory header\n\nOn any Python < 3.12\n[…]\newrite both to be quote-safe (identical runtime behavior; the DB URI string\nis byte-for-byte unchanged) so the package parses on every version.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(server): remove Python 3.12-only f-string syntax that crashes imp…",
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          "headline": "use ANTON_PUBLISH_URL  if defined",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "notes": [],
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            "inputs": {
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                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,416 followers of mindsdb",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1416,
                      "login": "mindsdb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~8 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cowork-server"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://mindshub.ai",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://mindshub.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 49,
                  "pct": 50
                }
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.5,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 28,
              "security_posture_before_jurisdiction": 55
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:cowork-server@0.26.7.27.3",
                  "assessed": 103
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 30,
              "affected_packages": 2,
              "assessed_packages": 103,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: hermes-agent 0.17.0 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hermes-agent 0.17.0 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: pillow 12.2.0 (critical 9.1)",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 12.2.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "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": 103,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "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": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.616,
              "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": "61 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 25,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 55763,
              "source_files_sampled": 234,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/234 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 234,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": "2026-07-30T21:49:23.960358Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mindsdb/cowork-server.svg",
  "full_name": "mindsdb/cowork-server",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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