Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 01:44 UTC

posit-dev / connectapi

An R package for interacting with the Posit Connect server API

RCustom license★ 53 stars⑂ 26 forkssince Jan 2019View on GitHub ↗

posit-dev/connectapi holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (71/100) and lowest on AI Readiness (36/100). It was last updated 82 days ago. A single contributor accounts for most of its recent work.

63
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.

63
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

posit-devOrganization
998 followers206 public repossince Jun 2022

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?

70Good · 22% of overall
How it's scored
18/36Push recency — last push 82 days ago
15.9/36Commit cadence — 23/52 weeks with commits
16/18Commit volume — 60 commits in the last year
6/10OpenSSF Scorecard: Maintained — 4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6
Inputs used
commits_last_year60
human_commit_share1
days_since_last_push82
active_weeks_last_year23
How it's scored
27/27Ships releases — 14 releases published
36/36Release recency — latest release 88 days ago
19.8/27Release cadence — a release every ~55.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count14
latest_release_tagv0.12.1
releases_from_tagsno
days_since_latest_release88
mean_days_between_releases55.1
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?

65Moderate · 18% of overall
How it's scored
27.8/60Stars — 53 stars
11.7/25Forks — 26 forks
6.2/15Watchers — 14 watchers
Inputs used
forks26
stars53
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

60Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
2.9/22.5Commit distribution — top contributor authored 87% of commits
13.5/13.5Contributor breadth — 24 contributors
10/10OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled24
top_contributor_share0.873
How it's scored
32.9/46.8Issue resolution — 70% of issues closed
35.3/38.3PR acceptance — 248/269 decided PRs merged
9/15OpenSSF Scorecard: Code-Review — Found 18/30 approved changesets -- score normalized to 6
Inputs used
merged_prs248
open_issues76
closed_issues180
issue_closed_ratio0.703
closed_unmerged_prs21
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.6/25Owner reach — 998 followers of posit-dev
21.3/25Track record — 206 public repos, account ~4 yr old
Inputs used
followers998
owner_typeOrganization
is_verified
owner_loginposit-dev
public_repos206
account_age_days1,507

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 20% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 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
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://posit-dev.github.io/connectapi/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsrstats, package, api-client, posit-connect
has_wikiyes
homepagehttps://posit-dev.github.io/connectapi/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

48At 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 — 20 out of 20 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
4.5/7.5Code-Review — Found 18/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 9 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
4.5/7.5Maintained — 4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6
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
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.9
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

36At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 87 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.87
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
4/10Demonstrated agent practice — 2 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
lockfiles
has_dockerfileno
typed_languageno
bootstrap_filesjustfile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — R without a type-check config
0/55Manageable file sizes — no source files detected
Inputs used
primary_languageR
largest_source_bytes
source_files_sampled0
oversized_source_files0
Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files

Key facts

53GitHub stars
24contributors
60commits, last 12 months
82days since last push
14releases
1bus factor
76open issues
package ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 26 ⇿
0Stars
26Forks
11Releases

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.

0510152025302622019-012022-092026-04
Major 0Minor 10Patch 1

Each point covers 7 days.

OpenSSF Scorecard 4.9 / 10
4.9aggregate

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 01:44 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-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 18/30 approved changesets -- score normalized to 6
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
6Maintained4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6
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
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 0

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

RegistryPackageVersionRelation
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies to assess

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "rstats",
        "package",
        "api-client",
        "posit-connect"
      ],
      "is_fork": false,
      "size_kb": 7720,
      "has_wiki": true,
      "homepage": "https://posit-dev.github.io/connectapi/",
      "languages": {
        "R": 503405,
        "Just": 888
      },
      "pushed_at": "2026-05-05T18:30:52Z",
      "created_at": "2019-01-23T20:32:57Z",
      "owner_type": "Organization",
      "updated_at": "2026-05-05T18:24:56Z",
      "description": "An R package for interacting with the Posit Connect server API",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "R",
      "significant_languages": [
        "R"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "posit-dev",
      "company": null,
      "location": null,
      "followers": 998,
      "avatar_url": "https://avatars.githubusercontent.com/u/107264312?v=4",
      "created_at": "2022-06-10T14:37:27Z",
      "is_verified": null,
      "public_repos": 206,
      "account_age_days": 1507
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.12.1",
          "kind": "patch",
          "published_at": "2026-04-29T21:57:14Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2026-04-13T20:30:42Z"
        },
        {
          "tag": "v0.11.1",
          "kind": "patch",
          "published_at": "2026-03-21T06:24:03Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2026-02-25T20:41:23Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-01-16T16:50:00Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2025-10-30T15:53:50Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2025-07-31T17:22:53Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2025-03-31T15:48:00Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2025-02-11T21:17:53Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2024-12-19T15:47:10Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2024-11-13T16:04:17Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2024-09-09T16:28:32Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2024-06-06T18:20:46Z"
        },
        {
          "tag": "v0.1-alpha",
          "kind": "other",
          "published_at": "2019-01-30T18:48:56Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9bd4c92a8bdd10f40fa7055c680ac76362c82093",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Improve response parsing: no ptypes, faster datetimes (#513)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-05-05T18:24:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "072e6a62f3b7af298f1c738b4f8ea8431fbe620d",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 0.12.1.9000",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-29T21:58:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0212bc4a2ac81a46536c42c5f357f51102a66187",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 0.12.1",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-28T23:23:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "565c5ec2e013cb2852fdda36c806879be24512b4",
          "body": null,
          "is_bot": false,
          "headline": "update news",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-28T22:43:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "631b6d6491f82d8a2d1a599f07273ecefb768524",
          "body": null,
          "is_bot": false,
          "headline": "fix for change in repo/branches format (#524)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-23T16:38:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a94e0eb9e129260f0624768eeef79947e9a46766",
          "body": null,
          "is_bot": false,
          "headline": "new dev version",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-13T20:31:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2e83608959bc5a12268fd332376fd4c4c93503c",
          "body": null,
          "is_bot": false,
          "headline": "put revdep folder in .Rbuildignore",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-13T18:23:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42357eef7b38ebb8e9f210adf34e549836f111e3",
          "body": null,
          "is_bot": false,
          "headline": "prep for release",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-04-13T18:10:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87eee6cac44df10af3647992a0206894e059c78b",
          "body": "…(#522)",
          "is_bot": false,
          "headline": "feat: support POSIT_PRODUCT env var and Connect Cloud for OAuth apps …",
          "author_name": "Sam Perman",
          "author_login": "samperman",
          "committed_at": "2026-04-13T16:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55ec3bb9c7ea17e807bdf43d3709e5a34c95c43d",
          "body": null,
          "is_bot": false,
          "headline": "feat: read session token from file, if present (#521)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2026-03-24T21:39:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6ba8309cae3220320bb4881cbee036eb42f8b31",
          "body": null,
          "is_bot": false,
          "headline": "new dev version",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-21T06:24:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0417fe051c1201a8772aba708d1ed6f711757695",
          "body": null,
          "is_bot": false,
          "headline": "temporarily remove dev news header",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-21T05:03:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b414a36b9f694120878713982a3c3cb1e0ae4d14",
          "body": null,
          "is_bot": false,
          "headline": "bump to 0.11.1 (#520)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-20T23:42:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f82071329c791f35296b2ecf02359e5b24d37ea",
          "body": null,
          "is_bot": false,
          "headline": "fix integration test failure slack message (#517)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-10T15:20:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bdb7e11bf40b1c83550c179ed8d79e1b1f89253",
          "body": null,
          "is_bot": false,
          "headline": "run integration tests nightly (#516)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-07T16:28:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66c25b76b7e0a8f211fad13a5624435e8f633974",
          "body": "Co-authored-by: Jonathan Keane <jkeane@gmail.com>",
          "is_bot": false,
          "headline": "update PR template (#514)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-06T21:58:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8974cf77a9ae45bb4a323b82a0d15f768e947628",
          "body": null,
          "is_bot": false,
          "headline": "fix broken R-CMD-check badge (#515)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-03-06T21:56:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8d62d5f0ddf723baf75f87005a382509e13b9c9",
          "body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Accept integers or characters for hit id column (#512)",
          "author_name": "Jonathan Keane",
          "author_login": "jonkeane",
          "committed_at": "2026-03-05T19:23:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a1cd8f374e2acd16d18d1e6a37c12e3b3bb48988",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 0.11.0.9000",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-25T20:42:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e395303813e5d97ab579ead543ac63f4cc555d0f",
          "body": null,
          "is_bot": false,
          "headline": "version 0.11.0",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-25T19:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c559bd977729c9d37a470ed188e9b862e0941631",
          "body": "Co-authored-by: Kara Woo <kara.woo@posit.co>",
          "is_bot": false,
          "headline": "Add `content_guid` filtering to `get_usage()` (#508)",
          "author_name": "Jonathan Keane",
          "author_login": "jonkeane",
          "committed_at": "2026-02-25T19:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64c2f86258f8614627da407d9d55a6fbeb245e15",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix integration test failures and warnings (#509)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-25T19:39:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a70e4621773214489a37fcb5125bf061a4c19549",
          "body": null,
          "is_bot": false,
          "headline": "grow results by page in page_cursor (#505)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-24T17:18:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bfa7ea314c3828bc9d4b85cac54c2690be730c9",
          "body": "Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: remove deprecated `activate` parameter from schedule helpers (#500)",
          "author_name": "Chris Tierney",
          "author_login": "christierney",
          "committed_at": "2026-02-23T19:31:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cc4e71074b70b94c19ea0638806c65e4b9c5f1be",
          "body": null,
          "is_bot": false,
          "headline": "fix parsing for integration tests (#503)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-23T19:03:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bb2a8819c2f0d1194adabe335bc6c5414ce3aa3",
          "body": null,
          "is_bot": false,
          "headline": "remove deprecated functions (#504)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-23T16:25:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2742b54008ca5282aaa5c3917f6ca0aa1b30e89",
          "body": null,
          "is_bot": false,
          "headline": "Improve contributing guide (#502)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-23T16:20:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "532576024b3943667b00a488bea6706ea888f010",
          "body": "…rt()` (#499)",
          "is_bot": false,
          "headline": "fix: add a retry for unsetting environment variable in `content_resta…",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-13T19:14:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3291a968464a6dff4f0db4680edb5ac3aa060c73",
          "body": null,
          "is_bot": false,
          "headline": "fix integration tests (#497)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-02-10T16:16:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc00c0055e0c8e9c5f281cb09ff841f36fed54d6",
          "body": null,
          "is_bot": false,
          "headline": "remove map_dfr - fixes posit-dev/connectapi#422 (#496)",
          "author_name": "Antoine Lachance-Perreault",
          "author_login": "AntLP",
          "committed_at": "2026-02-09T20:08:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "714cc6c382dcb6c6ead2ee6dc856aa98badd9f4a",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version and clear cran comments (#495)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-01-16T17:20:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9195e0d734365cd14035f8db30f11b542e759fd",
          "body": null,
          "is_bot": false,
          "headline": "chore: updates for CRAN release (#494)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-01-14T19:19:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb19275358d0974a6b39ffaf72e280125d0c3a5c",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove swap_vanity_url() and accommodate new API fields (#493)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2026-01-14T18:25:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e6e5c4a8c65c89187ac301ba29f36d2e46be949",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove `get_job()` (#491)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2026-01-05T15:14:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8ef92db1650364669d7aaa00d8677ea7a438955",
          "body": null,
          "is_bot": false,
          "headline": "Docs: Typo in docstring example  (#489)",
          "author_name": "Jonathan Keane",
          "author_login": "jonkeane",
          "committed_at": "2025-12-23T16:49:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c05ab8f36fa76280ee7f2c4af72d4cc5aef0f72b",
          "body": null,
          "is_bot": false,
          "headline": "Fix CI (#487)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2025-12-19T19:27:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cba57691118448cd16e0286c3961345b83a8b4ff",
          "body": null,
          "is_bot": false,
          "headline": "ci: Integration test against nightly docker image (#484)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-12-11T15:10:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a5dc30d38f1677f20608fd90a1d307b673166b4",
          "body": null,
          "is_bot": false,
          "headline": "ci: update with-connect to use latest release naming (#481)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-11-06T21:33:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e82659f8ee98a1e523557231eaef31b0326b3a1d",
          "body": "… vars (#477)\n\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor: remove `prefix` from `connect()` and just use the usual env…",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-11-06T13:32:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "830b6c39c66aad0bf891979085dd928f8f0d6845",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 0.9.0.9000 (#480)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-30T15:56:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3951f64216887a6655d51a4fb6266e8b7c5cbb21",
          "body": null,
          "is_bot": false,
          "headline": "Release prep for `connectapi` v0.9.0 (#479)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-30T15:54:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea54c01368d7b23adc97e6e92788a07c86f655be",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "chore: adjust `page_offset()` to always respect `limit` (#472)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-28T21:08:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "787eeeda50e5d6a72c673104e142e11ef1e07162",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add functions to convert content lists to data frames (#470)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-28T21:08:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "690bb8c6b3e42099ffd2116f3d4c3263362a0600",
          "body": null,
          "is_bot": false,
          "headline": "ci: Use `with-connect` action for integration tests (#475)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-10-27T20:38:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4d9a7a5f103f588416af250f32daf3e2aa5e8a0",
          "body": null,
          "is_bot": false,
          "headline": "chore: Use v1 APIs for managing content git repo settings (#459)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-10-17T21:01:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df0c45f31915a4787cd15fc97fe3957f4e7e79e0",
          "body": null,
          "is_bot": false,
          "headline": "chore: update RoxygenNote to 7.3.3 (#471)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-17T16:03:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b55a81bcc0a83d46e712b376ca3a8fec27edcba0",
          "body": "…` (#463)",
          "is_bot": false,
          "headline": "feat: return a list of `Content` class objects from `search_content()…",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-16T18:20:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73ce79389a5e6af0d1b9df6257231495c121eba0",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: document and push changes in ci on pull requests (#460)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-15T17:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fd41161e1c2725628c0acb4c76712ef8613e395",
          "body": "…t() R6 methods (#466)",
          "is_bot": false,
          "headline": "refactor: remove unnecessary get_connect(), get_content(), get_varian…",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-10-15T16:26:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2522605de615603f9b26824594f9d0b973003483",
          "body": "Co-authored-by: Kara Woo <karawoo@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add `lock_content()` and `unlock_content()` (#457)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-14T15:14:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14f748750ce47330dc136f261df63b0cadd1e9e5",
          "body": null,
          "is_bot": false,
          "headline": "chore: adjust parameters for `search_content()` (#455)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-09T20:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc55d835d1b90c9dd5dba48d0951b8ae682e857a",
          "body": "Co-authored-by: Jonathan Keane <jkeane@gmail.com>",
          "is_bot": false,
          "headline": "feat: add pagination to `search_content()` (#449)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-03T17:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e8f85dc85d7824b2d364927b7d624b6f37e63d7",
          "body": null,
          "is_bot": false,
          "headline": "chore: adjust ci to use license file instead of license key (#445)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-10-01T16:41:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "365b2f0149123c10eebc7490172839ab79b28f98",
          "body": "Co-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "feat: simple function to wrap `GET v1/search/content` (#444)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-09-30T15:55:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3ebf76827939827a4deade77ff0bf7f716bb574",
          "body": "Co-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "feat: create, update, and delete integrations (stacked version) (#440)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-08-11T15:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34cba12ee4d0c629fcc0cda4130ef8f311bf7239",
          "body": null,
          "is_bot": false,
          "headline": "feat: get all integrations associated with a piece of content (#437)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-08-07T21:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a3d2843e21ca490205f881cfa8a4ff570df6798",
          "body": "…t item (#431)\n\nCo-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "feat: function to set all oauth integrations associated with a conten…",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-08-04T21:38:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99004dec5ac7a7caaff81262fd38345779100008",
          "body": null,
          "is_bot": false,
          "headline": "chore: increment version number to 0.8.0.9000 (#430)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-07-31T17:25:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1860062bb7eed7baf1b9074220c9b422baa93a8a",
          "body": null,
          "is_bot": false,
          "headline": "Release `connectapi` 0.8.0. (#429)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-07-31T17:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1060ae8af63e32fa60a9dbe4144e056cdb1cc50c",
          "body": null,
          "is_bot": false,
          "headline": "feat: add function to get integrations (#426)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-07-28T21:52:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd33d2bff1468f5501fd4a7a5ad8c63a74358139",
          "body": "Co-authored-by: Toph Allen <toph.allen@gmail.com>",
          "is_bot": false,
          "headline": "feat: added support for optional audience param (#423)",
          "author_name": "Matt Conflitti",
          "author_login": "mconflitti-pbc",
          "committed_at": "2025-07-25T20:11:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c82d1679af208fbf677bc5e5fa18ea046d17564",
          "body": "Co-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "feat: support new metrics firehose api with `get_usage()` (#404)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-07-21T15:52:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e8ffa2cdf78af3b573ffdabbb3eb6faa880dd81",
          "body": "Co-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "chore: make test suite quieter (#421)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2025-07-08T17:50:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d322a738acd3a51d286cf0b611438ac41681d3d",
          "body": null,
          "is_bot": false,
          "headline": "ci: update integration tests (#417)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-05-20T21:00:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fee6d72bc44422fb19a7dd9c661dc6f9ee590691",
          "body": "…I (#415)",
          "is_bot": false,
          "headline": "refactor: remove get_apps() and usage of undocumented applications AP…",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-05-19T15:56:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38e25d7b3f833df8872f7aa66811e4b31e006a38",
          "body": null,
          "is_bot": false,
          "headline": "refactor: use v1 keys API in integration test setup (#409)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-05-13T20:24:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e959ec378a07614d45c7c9110817661e02656e3",
          "body": "Co-authored-by: Neal Richardson <neal.p.richardson@gmail.com>",
          "is_bot": false,
          "headline": "Respect `include` argument when querying for content with GUID (#412)",
          "author_name": "Kara Woo",
          "author_login": "karawoo",
          "committed_at": "2025-05-13T18:55:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9d29cd99d591b5a38f39c66c50cd9785b66d337",
          "body": null,
          "is_bot": false,
          "headline": "refactor: add unversioned_fallback_url() alias (#408)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-05-13T18:38:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1ce77abe396a00d67d6efc1127cad10b41aed94",
          "body": "…405)",
          "is_bot": false,
          "headline": "Cache timezone response and remove other caller of unversioned API (#…",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-05-08T12:38:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc697d1d6e38de4ef58b446ecd90bba094ad210d",
          "body": null,
          "is_bot": false,
          "headline": "fix: remove unnecessary null check for oauth cred exchange (#407)",
          "author_name": "Matt Conflitti",
          "author_login": "mconflitti-pbc",
          "committed_at": "2025-05-06T20:54:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8c807523977158f1817abea1cce02da5097a63e",
          "body": null,
          "is_bot": false,
          "headline": "feat: include vanity urls in get_content (#399)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-05-01T19:30:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cea9c0834d660ec820ff7fd56c298ea788c30a6",
          "body": null,
          "is_bot": false,
          "headline": "fix: minor improvements to time zone parsing (#400)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-04-30T21:13:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a4a8107d7ec7d46c2fb61f301336a48add1974e",
          "body": "… supports (#393)",
          "is_bot": false,
          "headline": "feat: update `get_groups()` to support pagination, if Connect version…",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-04-29T17:02:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02acf5e248b5d40300b51ccadf863147e6a19a6d",
          "body": null,
          "is_bot": false,
          "headline": "chore: format everything with air (#392)",
          "author_name": "Neal Richardson",
          "author_login": "nealrichardson",
          "committed_at": "2025-04-28T16:11:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81fa41bedf86761f02e8ab34c181c25c8676fd5",
          "body": null,
          "is_bot": false,
          "headline": "chore: increment version number to 0.7.0.9000 (#389)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-31T15:55:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a49e0f3279db76c0ee04383cc0cf0732d6cf88c",
          "body": null,
          "is_bot": false,
          "headline": "chore: release connectapi 0.7.0 (#388)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-31T15:49:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79bd3c987a58bc8d121e689a44d42542112b9118",
          "body": null,
          "is_bot": false,
          "headline": "set scipen in request method (#386)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-25T14:13:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63cfd480488885418a57a8bbd4c61453037ded1c",
          "body": "Co-authored-by: Toph Allen <toph.allen@gmail.com>",
          "is_bot": false,
          "headline": "feat: AWS Credential helper (#381)",
          "author_name": "Matt Conflitti",
          "author_login": "mconflitti-pbc",
          "committed_at": "2025-03-25T14:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67a52e20e147a9f1102ac73c73370c7498913a47",
          "body": null,
          "is_bot": false,
          "headline": "fix: simplify `get_packages()` (#378)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-13T19:13:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea0a1401d5ca30a5faabbbc48026a8b832c591ff",
          "body": null,
          "is_bot": false,
          "headline": "feat: add `get_packages()` and `get_content_packages()` functions (#374)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-06T14:56:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3ef91ed95e6a4da6bb2f3f868bd6eeefebb6f66",
          "body": "in response to lintr 3.2.0",
          "is_bot": false,
          "headline": "chore: update linting ci and config (#375)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-03-03T23:20:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fc23f5a3fc8cf75a1949359f6cfc53f15ef3a33",
          "body": null,
          "is_bot": false,
          "headline": "Add `*.lic` to `.gitignore` (#373)",
          "author_name": "Jonathan Keane",
          "author_login": "jonkeane",
          "committed_at": "2025-03-03T22:57:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4008d92d023a9a6df03f8a2fb1a36afba3bd2c9",
          "body": null,
          "is_bot": false,
          "headline": "chore: increment version to 0.6.0.9000 (#370)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-02-11T21:39:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d29859d7f172107fd05783d761611d44a47d406f",
          "body": "This reverts commit f49d2be944f82281802d531668d6c6ff62448e9f.",
          "is_bot": false,
          "headline": "Revert \"Increment version number to 0.6.0.9000\"",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-02-11T21:20:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f49d2be944f82281802d531668d6c6ff62448e9f",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 0.6.0.9000",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-02-11T21:19:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2438c43fd846df9d1fc7d25eabb486ee4f3f1481",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.6.0 (#369)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-02-11T21:18:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34c4304b68e926da703ef0fdf14641e50082e600",
          "body": null,
          "is_bot": false,
          "headline": "feat: add `content_id` and `content_guid` fields to `get_jobs()` (#367)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-31T17:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "002ed73f24b15b13c52ffcb0192806875cfcb5ef",
          "body": "…361)",
          "is_bot": false,
          "headline": "fix: `swap_vanity_urls()` works predictably with unset vanity URLs (#…",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-27T21:03:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6d69b4433eac2d0c764695c78e9ceae5aba0a16",
          "body": "Minor change compared to what's already on `main` and passed.",
          "is_bot": false,
          "headline": "fix: add missing export for `get_job_list()` (#365)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-27T18:36:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05fd8d58014113c86f70457204a4ec18cd874490",
          "body": null,
          "is_bot": false,
          "headline": "feat: add support for visitor api key (#363)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-23T22:05:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bf7f59695a37b7ec6705d8d30fdb48de316f5ab",
          "body": null,
          "is_bot": false,
          "headline": "feat: add `get_log(job)` (#356)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-14T21:12:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7d59b837543e573201d77c66b0c6fb6edc19506",
          "body": null,
          "is_bot": false,
          "headline": "chore: change rstudio/connectapi to posit-dev/connectapi (#358)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2025-01-07T20:42:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "974afb91af98ba2bd1f396da1c66dffb07afe6ab",
          "body": null,
          "is_bot": false,
          "headline": "chore: increment version number to 0.5.0.9000 (#355)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-19T15:53:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b98e430c101c59b72b5f5a988906f4146612f535",
          "body": null,
          "is_bot": false,
          "headline": "chore: release `connectapi` 0.5.0 (#354)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-19T15:48:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32473e8e2365bd06e7aad4a626036354073d6ab6",
          "body": "Co-authored-by: Toph Allen <toph.allen@gmail.com>",
          "is_bot": false,
          "headline": "implement client credentials oauth flow (#342)",
          "author_name": "Chris Tierney",
          "author_login": "christierney",
          "committed_at": "2024-12-11T19:30:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7b38f19619a6f586465c284c9042c8aa16b64aa",
          "body": null,
          "is_bot": false,
          "headline": "feat: add `get_vanity_urls()` (#347)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-10T17:34:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1550d43bec05b7262727ff5e237a9f1ae0992bb",
          "body": "Co-authored-by: Barret Schloerke <barret@posit.co>",
          "is_bot": false,
          "headline": "feat: `terminate_jobs()` (#345)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-06T22:06:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "068765749640476c604f771d683a2facc7f6791f",
          "body": null,
          "is_bot": false,
          "headline": "chore: give myself a scratch dir (#346)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-06T19:18:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73e8545c93f63b5ca2940a5c17761d2e909e446b",
          "body": "Co-authored-by: Barret Schloerke <barret@posit.co>",
          "is_bot": false,
          "headline": "feat: use v1 api in `get_jobs()` (#343)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-12-05T20:52:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31fee40916923fd94ac06577d8a5b3a2782be966",
          "body": null,
          "is_bot": false,
          "headline": "fix: task returned from `content_render` missing `task_id` (#339)",
          "author_name": "Toph Allen",
          "author_login": "toph-allen",
          "committed_at": "2024-11-27T22:05:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 14,
      "commits_last_year": 60,
      "latest_release_at": "2026-04-29T21:57:14Z",
      "latest_release_tag": "v0.12.1",
      "releases_from_tags": false,
      "days_since_last_push": 82,
      "active_weeks_last_year": 23,
      "days_since_latest_release": 88,
      "mean_days_between_releases": 55.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 26,
      "stars": 53,
      "watchers": 14,
      "fork_history": {
        "days": [
          {
            "date": "2019-01-31",
            "count": 2
          },
          {
            "date": "2019-06-20",
            "count": 1
          },
          {
            "date": "2019-11-27",
            "count": 1
          },
          {
            "date": "2020-04-05",
            "count": 1
          },
          {
            "date": "2020-07-20",
            "count": 1
          },
          {
            "date": "2020-07-24",
            "count": 1
          },
          {
            "date": "2021-01-29",
            "count": 1
          },
          {
            "date": "2021-04-13",
            "count": 1
          },
          {
            "date": "2021-05-04",
            "count": 1
          },
          {
            "date": "2022-03-09",
            "count": 1
          },
          {
            "date": "2022-08-23",
            "count": 2
          },
          {
            "date": "2022-10-01",
            "count": 1
          },
          {
            "date": "2023-01-02",
            "count": 1
          },
          {
            "date": "2023-01-26",
            "count": 1
          },
          {
            "date": "2023-04-26",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-10-24",
            "count": 1
          },
          {
            "date": "2024-02-29",
            "count": 1
          },
          {
            "date": "2024-04-19",
            "count": 1
          },
          {
            "date": "2024-06-04",
            "count": 1
          },
          {
            "date": "2024-06-10",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 1
          },
          {
            "date": "2026-03-13",
            "count": 1
          },
          {
            "date": "2026-04-07",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 26,
        "total_forks": 26
      },
      "star_history": null,
      "open_issues_and_prs": 77
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "example",
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "justfile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": null,
      "source_files_sampled": 0,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 248,
        "open_issues": 76,
        "closed_ratio": 0.703,
        "closed_issues": 180,
        "closed_unmerged_prs": 21
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "colearendt",
          "commits": 1645,
          "avatar_url": "https://avatars.githubusercontent.com/u/23075542?v=4"
        },
        {
          "type": "User",
          "login": "toph-allen",
          "commits": 62,
          "avatar_url": "https://avatars.githubusercontent.com/u/3117884?v=4"
        },
        {
          "type": "User",
          "login": "nealrichardson",
          "commits": 44,
          "avatar_url": "https://avatars.githubusercontent.com/u/2975928?v=4"
        },
        {
          "type": "User",
          "login": "tbradley1013",
          "commits": 36,
          "avatar_url": "https://avatars.githubusercontent.com/u/23705496?v=4"
        },
        {
          "type": "User",
          "login": "karawoo",
          "commits": 30,
          "avatar_url": "https://avatars.githubusercontent.com/u/4452678?v=4"
        },
        {
          "type": "User",
          "login": "andrie",
          "commits": 18,
          "avatar_url": "https://avatars.githubusercontent.com/u/479998?v=4"
        },
        {
          "type": "User",
          "login": "aronatkins",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/u/362187?v=4"
        },
        {
          "type": "User",
          "login": "ian-flores",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/18703558?v=4"
        },
        {
          "type": "User",
          "login": "jonkeane",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/700357?v=4"
        },
        {
          "type": "User",
          "login": "hadley",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/4196?v=4"
        }
      ],
      "contributors_sampled": 24,
      "top_contributor_share": 0.873
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "R-CMD-check-HTML5.yaml",
        "R-CMD-check.yaml",
        "document.yaml",
        "integration-tests.yaml",
        "lint.yaml",
        "pkgdown.yaml",
        "pr-commands.yaml",
        "rhub.yaml",
        "test-coverage.yaml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 6,
            "reason": "Found 18/30 approved changesets -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 9 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 6,
            "reason": "4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9bd4c92a8bdd10f40fa7055c680ac76362c82093",
        "ran_at": "2026-07-27T01:44:21Z",
        "aggregate_score": 4.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-06T09:28:08Z",
      "oldest_open_prs": [
        {
          "number": 462,
          "created_at": "2025-10-14T22:51:40Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-05-05T18:24:50Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 29,
          "created_at": "2019-11-18T19:42:23Z",
          "last_comment_at": "2024-12-20T20:08:47Z",
          "last_comment_author": "toph-allen"
        },
        {
          "number": 78,
          "created_at": "2020-09-28T09:15:26Z",
          "last_comment_at": "2024-12-20T19:12:04Z",
          "last_comment_author": "toph-allen"
        },
        {
          "number": 97,
          "created_at": "2021-03-10T12:40:46Z",
          "last_comment_at": "2021-03-26T18:07:33Z",
          "last_comment_author": "yonicd"
        },
        {
          "number": 109,
          "created_at": "2021-04-16T01:59:19Z",
          "last_comment_at": "2024-05-02T16:33:53Z",
          "last_comment_author": "brooklynbagel"
        },
        {
          "number": 110,
          "created_at": "2021-04-16T11:56:37Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 138,
          "created_at": "2021-11-11T00:54:57Z",
          "last_comment_at": "2024-05-02T05:47:59Z",
          "last_comment_author": "brooklynbagel"
        },
        {
          "number": 150,
          "created_at": "2022-06-14T19:50:09Z",
          "last_comment_at": "2022-07-20T00:12:12Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 156,
          "created_at": "2022-07-19T11:06:58Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 162,
          "created_at": "2022-07-23T19:04:54Z",
          "last_comment_at": "2024-12-20T20:17:15Z",
          "last_comment_author": "toph-allen"
        },
        {
          "number": 163,
          "created_at": "2022-08-12T21:26:40Z",
          "last_comment_at": "2022-08-15T08:31:30Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 167,
          "created_at": "2022-09-13T14:30:38Z",
          "last_comment_at": "2024-12-20T20:15:09Z",
          "last_comment_author": "toph-allen"
        },
        {
          "number": 175,
          "created_at": "2022-10-28T01:40:01Z",
          "last_comment_at": "2023-02-20T19:00:40Z",
          "last_comment_author": "fh-kpikhart"
        },
        {
          "number": 185,
          "created_at": "2023-02-20T19:28:25Z",
          "last_comment_at": "2023-05-15T19:09:55Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 186,
          "created_at": "2023-02-20T21:12:14Z",
          "last_comment_at": "2023-05-15T19:14:54Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 187,
          "created_at": "2023-03-02T11:58:07Z",
          "last_comment_at": "2023-05-15T19:07:55Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 188,
          "created_at": "2023-03-02T12:31:29Z",
          "last_comment_at": "2023-05-17T06:55:11Z",
          "last_comment_author": "slodge"
        },
        {
          "number": 196,
          "created_at": "2023-06-29T00:10:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 199,
          "created_at": "2023-07-07T01:15:25Z",
          "last_comment_at": "2023-08-03T13:26:55Z",
          "last_comment_author": "colearendt"
        },
        {
          "number": 200,
          "created_at": "2023-07-07T20:30:46Z",
          "last_comment_at": "2024-09-07T17:17:53Z",
          "last_comment_author": "r2evans"
        },
        {
          "number": 201,
          "created_at": "2023-07-31T18:58:20Z",
          "last_comment_at": "2024-06-10T12:54:12Z",
          "last_comment_author": "nealrichardson"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/posit-dev/connectapi",
    "host": "github.com",
    "name": "connectapi",
    "owner": "posit-dev"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 63,
      "inputs": {
        "security": 48,
        "vitality": 70,
        "community": 65,
        "governance": 60,
        "engineering": 71
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 70,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "commits_last_year": 60,
              "human_commit_share": 1,
              "days_since_last_push": 82,
              "active_weeks_last_year": 23
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 82 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 82
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "23/52 weeks with commits",
                "points": 15.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 23
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "60 commits in the last year",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 60
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "releases_count": 14,
              "latest_release_tag": "v0.12.1",
              "releases_from_tags": false,
              "days_since_latest_release": 88,
              "mean_days_between_releases": 55.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "14 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 88 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 88
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~55.1 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 55.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 82,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 82 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 82
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 65,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "forks": 26,
              "stars": 53,
              "watchers": 14,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "53 stars",
                "points": 27.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 53
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "26 forks",
                "points": 11.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "14 watchers",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 60,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 24,
              "top_contributor_share": 0.873
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 87% of commits",
                "points": 2.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 87
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "24 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 248,
              "open_issues": 76,
              "closed_issues": 180,
              "issue_closed_ratio": 0.703,
              "closed_unmerged_prs": 21
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "70% of issues closed",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 70
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "248/269 decided PRs merged",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 248,
                      "decided": 269
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 18/30 approved changesets -- score normalized to 6",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 998,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "posit-dev",
              "public_repos": 206,
              "account_age_days": 1507
            },
            "components": [
              {
                "key": "ownership_backing",
                "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": "998 followers of posit-dev",
                "points": 21.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 998,
                      "login": "posit-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "206 public repos, account ~4 yr old",
                "points": 21.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 206
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "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": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "rstats",
                "package",
                "api-client",
                "posit-connect"
              ],
              "has_wiki": true,
              "homepage": "https://posit-dev.github.io/connectapi/",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://posit-dev.github.io/connectapi/",
                "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": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.9
            },
            "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": "20 out of 20 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 18/30 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 36,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.87,
              "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": "87 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 87,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "critical",
            "name": "Code legibility for models",
            "note": "Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "manageable_file_sizes"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "primary_language": "R",
              "largest_source_bytes": null,
              "source_files_sampled": 0,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "R without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "R"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "no source files detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_source_files",
                    "params": {}
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, 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": "2026-07-27T01:44:42.527032Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/posit-dev/connectapi.svg",
  "full_name": "posit-dev/connectapi",
  "license_state": "custom",
  "license_spdx": null
}

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.