frostyard/chairlift holds a health index of 58 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (85/100) and lowest on Community & Adoption (31/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
58
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.
58
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)
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.
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.
Manageable file sizes — 0/22 source files over 60KB
Inputs used
primary_language
Go
largest_source_bytes
17,130
source_files_sampled
22
oversized_source_files
0
Key facts
9GitHub stars
1contributors
192commits, last 12 months
4days since last push
19releases
1bus factor
2open issues
Gopackage ecosystems
Data collection warnings
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 9 ★ / 0 ⇿
9Stars
16Releases
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.
Major 0Minor 6Patch 9
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 · 2026-07-22 04:05 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"headline": "docs: update documentation [doc-maintainer]",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-04-01T01:08:37Z",
"body_truncated": false,
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"oid": "34566e3884f717c37f2b4b1968513944e034b13b",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update mkdocs content [mkdocs-update]",
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{
"oid": "e97ec63c592d7eb649b1efb5d018210321dac4b1",
"body": "refactor: Fix dry-run flag never applied in runNbcCommand and runNbcCommandStreaming",
"is_bot": false,
"headline": "Merge pull request #37 from frostyard/yeti/improve-dddf",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-31T03:04:34Z",
"body_truncated": false,
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{
"oid": "2f4cb22f2cd8d4f3c4ec55f067cba8d0acb6a456",
"body": "refactor: Clear previous Homebrew search results before displaying new ones",
"is_bot": false,
"headline": "Merge pull request #38 from frostyard/yeti/improve-9e27",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-31T03:04:20Z",
"body_truncated": false,
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},
{
"oid": "bc75b3fd75154beb97958c63e3a047f4d7241f06",
"body": "onHomebrewSearch() was appending result rows to searchResultsExpander\nwithout removing rows from previous searches, causing stale results to\naccumulate. Track search result rows in searchResultRows and remove them\nat the start of each new search, matching the pattern used by\nloadSnapApplications() and loadFlatpakUpdates().\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: clear previous Homebrew search results before displaying new ones",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-31T03:03:36Z",
"body_truncated": false,
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},
{
"oid": "efbd91d8740d3772c76a7f90e55fb66b8432cd1f",
"body": "In runNbcCommand and runNbcCommandStreaming, the --json flag was prepended\nto args before the isStateChanging check, causing args[0] to always be\n\"--json\" and making the dry-run injection dead code. This meant\nRemoveCachedImage and ClearCache would execute state-changing operations\neven in dry-run mode.\n\nMove the isStateChanging check (and conditional --dry-run append) before\nthe --json prepend in both functions.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: check isStateChanging before prepending --json in nbc commands",
"author_name": "Yeti",
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"committed_at": "2026-03-31T03:02:32Z",
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{
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"body": "Co-authored-by: Yeti <yeti@frostyard.dev>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": true,
"headline": "docs: update documentation [doc-maintainer] (#36)",
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"committed_at": "2026-03-31T01:19:21Z",
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{
"oid": "ca77ddae0521f446758c9375626f456c99751e41",
"body": "refactor: Implement stub openURL method that silently drops user clicks",
"is_bot": false,
"headline": "Merge pull request #32 from frostyard/yeti/improve-68c4",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-30T23:36:42Z",
"body_truncated": false,
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"oid": "593b1692a02d061e1c5f6a352605649457c9bc04",
"body": "refactor: Replace redundant splitByWhitespace with strings.Fields",
"is_bot": false,
"headline": "Merge pull request #31 from frostyard/yeti/improve-e48a",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-30T23:36:14Z",
"body_truncated": false,
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},
{
"oid": "068a40881f48cff1b60205dec91dc0c6d4b00236",
"body": "refactor: Implement stub runMaintenanceAction that silently ignores script execution",
"is_bot": false,
"headline": "Merge pull request #30 from frostyard/yeti/improve-a176",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-30T23:35:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2792536e6a0b3aac7ad30257fa1336768d9d7b6b",
"body": "refactor: Remove no-op custom MarshalJSON on flatpak.Application",
"is_bot": false,
"headline": "Merge pull request #29 from frostyard/yeti/improve-06be",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-30T23:35:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45cc7f144c443f175f99810877953134025fc5cf",
"body": "refactor: Guard against panic on short StagedUpdate.ImageDigest",
"is_bot": false,
"headline": "Merge pull request #28 from frostyard/yeti/improve-3e54",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-30T23:34:50Z",
"body_truncated": false,
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{
"oid": "e0841c1cae9e8069c4e8a21fa3e989bf53e93d2f",
"body": "Co-authored-by: Yeti <yeti@frostyard.dev>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": true,
"headline": "docs: update documentation [doc-maintainer] (#35)",
"author_name": "frostyardyeti[bot]",
"author_login": "frostyardyeti[bot]",
"committed_at": "2026-03-29T01:21:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8ead609ade5ba202c093665c7be3e76995958628",
"body": "refactor: Consolidate duplicated NBC progress event handling",
"is_bot": false,
"headline": "Merge pull request #33 from frostyard/yeti/improve-5b06",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-28T17:21:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beb8d850ab36cd80815b7bcef26bf1454eb4487f",
"body": "docs: update mkdocs content for chairlift",
"is_bot": false,
"headline": "Merge pull request #34 from frostyard/yeti/mkdocs-update-20260328-b35e",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-28T04:03:37Z",
"body_truncated": false,
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{
"oid": "ed2a0dccb3ed5cb218acc29389c728688b558980",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update mkdocs content [mkdocs-update]",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T04:02:35Z",
"body_truncated": false,
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},
{
"oid": "b4576579b421e1d405c93abe795e38f49506112b",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: correct gofmt alignment in nbcOperationParams struct",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:21:41Z",
"body_truncated": false,
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},
{
"oid": "aca719a725bc0c046471f5f05e2fa38129aa3a2c",
"body": "The digest guard lines added in the previous commit had incorrect\nindentation (one tab level instead of three), causing gofmt CI to fail.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: correct indentation in system_page.go to pass gofmt",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:14:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "27c59dc4e0d50c1ec290cc8c3953857188d5668e",
"body": "Consolidate duplicated progress event handling between onNBCUpdateClicked\nand onNBCDownloadClicked into a single runNBCOperation helper. Both\nhandlers shared ~80 lines of identical code for creating a progress bar\nrow, log expander, spawning a goroutine with WaitGroup, and a switch\nover all six nbc.EventType variants. The only differences (nbc function\ncalled, completion message, button label) are now passed as parameters.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: extract shared NBC progress UI helper",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:10:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "bfce8aad3b5000e9a56686ee85beb595e8e6f63a",
"body": "The openURL method was a stub that only logged and returned, making all\nclickable URL rows on the Help page and System page do nothing. Now uses\nxdg-open to actually open URLs in the user's default browser, following\nthe same pattern as launchApp.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: implement openURL to open links in default browser via xdg-open",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:10:25Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fd7c1485273abc72a6a93bc39568534351eb9620",
"body": "strings.Fields already guarantees no empty strings in its result,\nmaking the filtering loop in splitByWhitespace redundant. Replace\nthe two call sites with direct strings.Fields calls and remove the\nunused helper function.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: replace redundant splitByWhitespace with strings.Fields",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:09:29Z",
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"is_coding_agent": true
},
{
"oid": "5bf051953978aefb40b4e7a49e10120483ada72a",
"body": "…work\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update README maintenance description now that cleanup actions …",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:09:17Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ddf87ee3179764faff0545e3b916a0716934ecaf",
"body": "The custom MarshalJSON method used an alias-and-embed pattern that\nproduces identical output to the default json.Marshal behavior.\nThis pattern is only needed to break infinite recursion when a custom\nmarshaler calls json.Marshal on itself, which doesn't apply here.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: remove no-op MarshalJSON from flatpak.Application",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:08:58Z",
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},
{
"oid": "e954ec3582a22bb31524f0e5919d2f33977adc64",
"body": "…ripts\n\nThe method was a stub that only logged and returned. Now it executes the\nconfigured script (wrapped with pkexec when sudo is true), disables the\nbutton with \"Running...\" feedback while executing, and shows success/error\ntoasts on completion — following the same async pattern used by the\nHomebrew and Flatpak cleanup handlers.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: implement runMaintenanceAction to execute configured cleanup sc…",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:08:54Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f1241810d229fe58a8e78ebe3ec3363a682a9358",
"body": "Add length check before slicing ImageDigest in system_page.go to\nprevent index out of range panic when the digest is shorter than 19\ncharacters. This matches the existing guard in updates_page.go.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: guard against panic on short StagedUpdate.ImageDigest",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-28T03:08:12Z",
"body_truncated": false,
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},
{
"oid": "5e1266462b42724ab1e0060949dbe257871c1b39",
"body": "Co-authored-by: Yeti <yeti@frostyard.dev>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": true,
"headline": "docs: update documentation [doc-maintainer] (#27)",
"author_name": "frostyardyeti[bot]",
"author_login": "frostyardyeti[bot]",
"committed_at": "2026-03-28T01:21:09Z",
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{
"oid": "5811c018d8191df9c2d3fff5e14f960d6d30c4e1",
"body": "docs: update documentation for chairlift",
"is_bot": false,
"headline": "Merge pull request #26 from frostyard/yeti/docs-20260327-5add",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T19:28:00Z",
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{
"oid": "a3d2cc0da7114993ce3a3a302307d6a1823b2365",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update documentation [doc-maintainer]",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-27T19:27:23Z",
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{
"oid": "c088965c8e71f51faf82852c79070c787093dbee",
"body": "docs: update documentation for chairlift",
"is_bot": false,
"headline": "Merge pull request #25 from frostyard/yeti/docs-20260327-1cd2",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T18:19:11Z",
"body_truncated": false,
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{
"oid": "fed78a1a99bbdc73b5b84e428de8805b1d9ea9f2",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update documentation [doc-maintainer]",
"author_name": "Yeti",
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"committed_at": "2026-03-27T18:17:06Z",
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},
{
"oid": "956aaeef40ee1f998678f005c06bcfa2d5cc4e4e",
"body": null,
"is_bot": false,
"headline": "docs: ensure CLAUDE.md documentation block",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-27T18:10:45Z",
"body_truncated": false,
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},
{
"oid": "595535b2d6db1a597f8395c3ba92602b040d3fc5",
"body": "feat: make it faster",
"is_bot": false,
"headline": "Merge pull request #24 from frostyard/feat/async-startup",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T17:29:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3351d4c7b1a1d0c71081e7ff264f21d14e88f255",
"body": "moves processing to async\n\nSigned-off-by: Brian Ketelsen <bketelsen@gmail.com>",
"is_bot": false,
"headline": "feat: make it faster",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T17:16:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1ead0874109be088208609bdb962a2ae5bb10f4",
"body": "fix: resolve #16 — [ci-unrelated] CI failures unrelated to PR changes",
"is_bot": false,
"headline": "Merge pull request #23 from frostyard/yeti/issue-16-0e9b",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:40:58Z",
"body_truncated": false,
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},
{
"oid": "69bfb0d6117f79db42863c08db7618b74d1889ee",
"body": "fix: update updex to library, add helper",
"is_bot": false,
"headline": "Merge pull request #22 from frostyard/fix-updex",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:38:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f457f31a55cd39bc826781bf495ab3b4ff0f56db",
"body": "The local replace directive for snowkit was removed in ca93d3e, but\nOVERVIEW.md still described it as a local dependency. Update the\ndocumentation to match the current go.mod which pins snowkit v0.1.0.\n\nCloses #16\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update OVERVIEW.md to reflect snowkit is now a published module",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-27T15:37:28Z",
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},
{
"oid": "5e1acf4a51e43054e5dd3d98a92404cc982fcedb",
"body": "Signed-off-by: Brian Ketelsen <bketelsen@gmail.com>",
"is_bot": false,
"headline": "fix: update gitignore",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:33:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18affd1ea3e3d0c772df78e4fb13d600873c3380",
"body": "go.mod requires Go 1.26 but the test workflow was using 1.25,\ncausing all CI jobs to fail with \"go.mod requires go >= 1.26\".\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: update Go version to 1.26 in test workflow",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-27T15:31:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a47b43ce727fbd18c7a92deec987848074c66395",
"body": "Signed-off-by: Brian Ketelsen <bketelsen@gmail.com>",
"is_bot": false,
"headline": "fix: update updex to library, add helper",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:27:15Z",
"body_truncated": false,
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},
{
"oid": "71181976fd4c13bbc513be6e12c2a4f46fc9dfab",
"body": "…ns/upload-artifact-7\n\nchore(deps): bump actions/upload-artifact from 6 to 7",
"is_bot": false,
"headline": "Merge pull request #19 from frostyard/dependabot/github_actions/actio…",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:06:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "abc9b759d974deebb3674b1666e6adc7c9f0230a",
"body": "…ov/codecov-action-6\n\nchore(deps): bump codecov/codecov-action from 5 to 6",
"is_bot": false,
"headline": "Merge pull request #18 from frostyard/dependabot/github_actions/codec…",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:06:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c6f44257fc97670c5919f3b8e6a0044a769293d",
"body": "…easer/goreleaser-action-7\n\nchore(deps): bump goreleaser/goreleaser-action from 6 to 7",
"is_bot": false,
"headline": "Merge pull request #17 from frostyard/dependabot/github_actions/gorel…",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:05:59Z",
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},
{
"oid": "12d2a01a877dcfc17110b667c171e8f4a1ac64e7",
"body": "…g/x/text-0.35.0\n\nchore(deps): bump golang.org/x/text from 0.33.0 to 0.35.0",
"is_bot": false,
"headline": "Merge pull request #21 from frostyard/dependabot/go_modules/golang.or…",
"author_name": "Brian Ketelsen",
"author_login": "bketelsen",
"committed_at": "2026-03-27T15:05:42Z",
"body_truncated": false,
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},
{
"oid": "1dfe68f5545f159eec6a243c18ed9ec0e92f7b8b",
"body": "golang.org/x/text v0.35.0 requires Go 1.25.0, which updated the\ngo directive in go.mod. Update CI workflow to use Go 1.25.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: update Go version to 1.25 to match go.mod requirement",
"author_name": "Yeti",
"author_login": null,
"committed_at": "2026-03-27T15:02:33Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b103d498928dada13b5a2b4c894758a2a839ba95",
"body": "Bumps [golang.org/x/text](https://github.com/golang/text) from 0.33.0 to 0.35.0.\n- [Release notes](https://github.com/golang/text/releases)\n- [Commits](https://github.com/golang/text/compare/v0.33.0...v0.35.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/text\n dependency-version: 0.35.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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"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": 4
},
"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": "excellent",
"name": "AI Readiness",
"value": 85,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.978,
"agent_instruction_files": [
".github/copilot-instructions.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 9955
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md, CLAUDE.md"
}
}
],
"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": "90 of 92 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 90,
"sampled": 92
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.6,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0.04
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "60 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 60,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "4 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
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"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 17130,
"source_files_sampled": 22,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/22 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 22,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-22T04:06:13.374568Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/frostyard/chairlift.svg",
"full_name": "frostyard/chairlift",
"license_state": "standard",
"license_spdx": "GPL-3.0"
}
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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 v0.26.0 — full methodology · metrics wiki.
