JSON-Rohbericht maschinenlesbar
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"headline": "chore(deps): bump github.com/spf13/pflag from 1.0.9 to 1.0.10 (#1042)",
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"body": "Bumps the x-deps group with 3 updates: [golang.org/x/net](https://github.com/golang/net), [golang.org/x/text](https://github.com/golang/text) and [golang.org/x/sync](https://github.com/golang/sync).\n\n\nUpdates `golang.org/x/net` from 0.56.0 to 0.57.0\n- [Commits](https://github.com/golang/net/compare/\n[…]\nype: version-update:semver-minor\n dependency-group: x-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "feat(sdks/dart): complete mobile SDK epic implementation (#1037)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
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"body": "Closes #1008",
"is_bot": false,
"headline": "feat(sdks/dart): add secure mobile transport foundation (#1036)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
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"body": "* feat(admin): add accessible traversal result companion (#996)\n\n* fixup! feat(admin): add accessible traversal result companion (#996)",
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"headline": "feat(admin): add accessible traversal result companion (#1033)",
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"headline": "refactor(admin): model traversal controls per family (#1032)",
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"oid": "19206c05533f216cb267f5a6896e11c2078e4a81",
"body": "Retire the deprecated memory profile and legacy tool implementations, add typed BFS/PPR/community selection to whats_happening, and prove each family over the real MCP-to-Connect path.\\n\\nCloses #1001",
"is_bot": false,
"headline": "feat(mcp): complete context-only cutover (#1031)",
"author_name": "Hiroki Mizukami",
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"headline": "test(traversal): complete family coverage matrix (#997) (#1029)",
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"headline": "feat(observability): retain traversal failure labels (#999) (#1028)",
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"headline": "fix(admin): serialize generated family commands (#988) (#1027)",
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"committed_at": "2026-07-11T08:35:07Z",
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"body": null,
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"headline": "feat(cli): add scoped traversal help (#995) (#1026)",
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"committed_at": "2026-07-11T08:33:08Z",
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"body": null,
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"headline": "test(docs): keep SDK examples on current grammar (#990) (#1025)",
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"committed_at": "2026-07-11T08:27:21Z",
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{
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"headline": "fix(admin): validate family push-knob drafts (#987) (#1024)",
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"committed_at": "2026-07-11T08:24:08Z",
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"headline": "fix(traversal): require explicit BFS parameters (#992) (#1023)",
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"author_login": "piroyoung",
"committed_at": "2026-07-11T08:23:18Z",
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"body": null,
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"headline": "fix(cli,admin): normalize family grammar semantics (#985) (#1010)",
"author_name": "Hiroki Mizukami",
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"committed_at": "2026-07-11T08:16:14Z",
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"headline": "fix(traversal): stabilize equal-score selection (#1000) (#1018)",
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"committed_at": "2026-07-11T08:15:39Z",
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"body": null,
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"headline": "fix(server): bound PPR and community traversal work (#984) (#1005)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-11T08:07:22Z",
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"body": null,
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"headline": "test(bench): exercise real traversal topology (#994) (#1015)",
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"oid": "dae72889e99dc06a2c60e3045130fe411ab5ed6a",
"body": "…#1004)",
"is_bot": false,
"headline": "fix(graph): compute directed MST reductions as arborescences (#983) (…",
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"author_login": "piroyoung",
"committed_at": "2026-07-11T08:04:37Z",
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"body": null,
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"headline": "fix(sdks/go): reject conflicting traversal families (#998) (#1013)",
"author_name": "Hiroki Mizukami",
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"committed_at": "2026-07-11T08:00:16Z",
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"headline": "fix(cli): preserve family RPC failures (#986) (#1012)",
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"committed_at": "2026-07-11T07:59:58Z",
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"headline": "fix(core,server): reject invalid shortest-path costs (#982) (#1003)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-11T07:55:54Z",
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{
"oid": "1be59ae57a616597c980b6f4a12cced45cb1cddb",
"body": "Closes #977\ncloses #978\ncloses #979\ncloses #980",
"is_bot": false,
"headline": "fix(cli): close family verb grammar drift",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-09T16:14:12Z",
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"oid": "874455cb1ae18179ff81d94f437e63d0f96a0892",
"body": "…nity verbs (#976)\n\nThe monolithic `illuminate <seed> <step> <k> [algorithm=…]` grammar forced\nstep/k as required positional args for every family, even though the wire has\nbeen a per-family oneof since #846 (step/k only mean anything to BFS). Split it\ninto three first-class verbs that each carry on\n[…]\nare click picker (formatFamilyClick), dispatcher/graph-view, and the\nshared verbs.json fixture. Tests: Go parser/help/validate suites + a real-wire\nCLI integration test; admin unit + e2e.\n\nCloses #975",
"is_bot": false,
"headline": "feat(cli): replace illuminate verb with per-family bfs/pagerank/commu…",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-08T10:58:42Z",
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"oid": "d9f7c65556a6a69d2a9324df0e7a300eb6356538",
"body": "…kspace (#974)\n\nConsolidates the five open Dependabot updates into one workspace-consistent\nchange so every module's go.mod/go.sum agrees under GOWORK=off:\n\n- github.com/RoaringBitmap/roaring/v2 2.18.2 -> 2.19.0 (direct in core;\n pulls bits-and-blooms/bitset 1.24.2 -> 1.24.4) -- supersedes #972, #9\n[…]\n that GOWORK=off\ngo.sum propagation was missing; doing it here keeps the check green.\n\nSupersedes #969, #970, #971, #972, #973\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "chore(deps): bump roaring/v2, x/text, and lantern/core across the wor…",
"author_name": "Hiroki Mizukami",
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"committed_at": "2026-07-07T06:07:46Z",
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"oid": "eca6a3666bb5b3c4f5cefee6105e850dacd946a6",
"body": "Pins the root module to core/v0.17.0 (the LocalCommunity weighting-transform\nfix, #966) ahead of the root vX.Y.Z release. The replace directive keeps\nin-tree builds on ./core; this bump updates the require floor so external\nconsumers and the release build resolve the tagged version.\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "chore(release): bump core module pin to v0.17.0 (#968)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-06T13:32:59Z",
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"oid": "ff61a148f931f87ae62f2bc29750ea53468b56db",
"body": "…(#967)\n\nLocalCommunity returned the verbatim stored weight for every induced-subgraph\nedge regardless of the weighting axis, so `weighting` was a silent no-op for\ncommunity output — and for the community's MST/SPT reduction, which reduces\nover whatever weights the returned graph carries. BFS alread\n[…]\n (proto + regen, Go/Node SDK, backend/service\ncomments) and added core + integration coverage over the real wire.\n\nCloses #966\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: apply weighting transform to LocalCommunity output edge weights …",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-06T12:01:53Z",
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"oid": "acb959501520454aac9db8d5341bdfac7865bfd5",
"body": "The α/ε knobs in CliAxisPicker were native `type=\"number\"` inputs whose\n`.value` goes empty for a syntactically in-progress entry (\"0.\", \"1e-\"),\nand their displayed value was re-derived from the numeric axis every\nrender (0 = \"server default\" renders blank). Together that erased the\nfield on any key\n[…]\ner and upgrades the /cli e2e to type the\nknobs character-by-character (Playwright's atomic .fill masked the bug).\n\nCloses #964\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(admin): let /cli restart_prob & epsilon accept typed floats (#965)",
"author_name": "Hiroki Mizukami",
"author_login": "piroyoung",
"committed_at": "2026-07-06T07:52:33Z",
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"oid": "c0303b8fe0ef70b5a451c03425b0e44747a83922",
"body": "…munity reduction (#962)\n\n* feat: orthogonalise illuminate algorithm/reduction axes to expose community reduction\n\nThe illuminate grammar conflated the traversal FAMILY with the BFS tree\nREDUCTION in a single flat axis (algorithm=none|mst|spt|ppr|community),\nso a Local Community walk could not be ha\n[…]\nindependently of the family.\n\nCloses #963\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: orthogonalise illuminate algorithm/reduction axes to expose com…",
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"body": "The admin SPA's embedded `/cli` re-implements the Go REPL grammar but\nlacked the `add decaying-edge` verb that #953 added to the Go CLI and\n#957 ported to the Node SDK. Add it end to end so both CLIs accept the\nsame grammar:\n\n- grammar: parse `add decaying-edge <tail> <head> <initial_weight>\n <rati\n[…]\nparser/completion/dispatcher/graph-view unit tests plus two\n e2e cases (reference drawer, full-stack execution).\n\nCloses #959\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
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"headline": "feat(admin): add `decaying-edge` verb to the embedded CLI (#960)",
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"body": "Release the decay / backup-restore / ping parity features added in #957.\nThe `sdks/node/v0.10.0` tag drives `npm publish`, which reads the version\nfrom package.json — so this bump must land on main before tagging.\n\nRefs #954",
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"headline": "chore(sdks/node): bump lantern-sdk to 0.10.0 for release (#958)",
"author_name": "Hiroki Mizukami",
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"body": "…957)\n\nBring the Node SDK to feature parity with the Go SDK for the three\nclient-side helpers it was missing (no new server RPC surface):\n\n- addDecayingEdge + decayContributions/halfLifeDecay (src/decay.ts):\n geometric edge-weight decay expanded into one additive addEdges batch,\n mirroring sdks/go\n[…]\nh real-wire-path round-trip tests (decay staircase, backup/restore\nordering + chunking + lossless narrow-kind round-trip, NDJSON codec, and ping\nhappy/non-serving/non-200/no-baseURL paths).\n\nRefs #954",
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"headline": "feat(sdks/node): decay, backup/restore and ping parity with Go SDK (#…",
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"author_login": "piroyoung",
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"body": "…AddDecayingEdge) (#953)\n\nAdd a client-side helper that shapes a geometrically decaying weight curve\nout of Lantern's existing additive edge model — no new RPC, proto, or wire\nsurface. One DecayOpts{InitialWeight, Ratio, Steps, Interval} expands into up\nto MaxDecaySteps (16) staggered-TTL contributi\n[…]\ndecay note, lantern-ops skill verb entry.\n\nAdmin TS CLI-parser parity for the new verb is a documented follow-up.\n\nCloses #952\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(sdks/go,cli): server-free exponential edge-weight decay helper (…",
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"author_login": "piroyoung",
"committed_at": "2026-07-05T18:55:48Z",
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"oid": "bd6023638a5de78f78b6d18c4caa40ec5b9e59bd",
"body": "…g columns (#950)\n\nLong vertex/edge keys (e.g. spotify:content:album:06re45NBDCPah74jnVOISQ)\npainted straight across the neighbouring Head/Weight/Value columns in the\nEdges and Vertices Browse tables, colliding with their text.\n\nClamp each key cell to its fixed column budget with a CSS-module ellips\n[…]\n(not Fluent\nmakeStyles) and duplicates the recipe across both Browse pages rather than\nadding a shared component.\n\nCloses #944\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(admin): truncate long keys in Browse tables instead of overflowin…",
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"author_login": "piroyoung",
"committed_at": "2026-07-05T10:09:32Z",
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"headline": "fix(server,admin): mark server started at ready-to-serve edge so GetS…",
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"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is fuzzed",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "15 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 97 resolved dependencies against OSV; 39 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 97
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 39
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 72,
"inputs": {
"source": "osv",
"advisories": 9,
"affected_packages": 4,
"assessed_packages": 97,
"unassessed_packages": 39,
"affected_by_severity": "critical 1, high 1, moderate 1, unknown 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: react-router 7.16.0 (high 7.5)",
"points": 14,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "react-router 7.16.0 (high 7.5)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory has been public longer than 90 days",
"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
"days": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 97,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 93,
"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": 1,
"agent_instruction_files": [
".github/copilot-instructions.md",
"AGENTS.md",
"CLAUDE.md",
"admin/AGENTS.md",
"server/AGENTS.md"
],
"agent_instruction_max_bytes": 20939
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, admin/AGENTS.md, server/AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, admin/AGENTS.md, server/AGENTS.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 90 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 90,
"sampled": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 93,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"uv.lock"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"admin/tsconfig.json",
"sdks/node/tsconfig.json"
],
"agent_commit_share": 0.16,
"toolchain_manifests": [
"core/go.mod",
"go.mod",
"mcp/go.mod",
"pb/go.mod",
"sdks/dart/example/android/app/build.gradle.kts",
"sdks/dart/example/android/build.gradle.kts",
"sdks/go/go.mod",
"server/go.mod",
"testbed/lucene-baseline/pom.xml"
],
"dependency_bot_commit_share": 0.1
},
"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": ".golangci.yml, eslint.config.mjs",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml, eslint.config.mjs"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "admin/tsconfig.json, sdks/node/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "admin/tsconfig.json, sdks/node/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "16 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 16,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "10 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 10,
"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 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 254301,
"source_files_sampled": 769,
"oversized_source_files": 15
},
"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": "15/769 source files over 60KB",
"points": 53.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 769,
"oversized": 15
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "excellent",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"example_dirs": [
"example",
"examples"
],
"has_mcp_signal": true,
"api_schema_files": [
"proto/graph/v1/graph.proto",
"proto/graph/v1/replication.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "proto/graph/v1/graph.proto, proto/graph/v1/replication.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "proto/graph/v1/graph.proto, proto/graph/v1/replication.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "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": "2026-07-25T05:24:47.681449Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anaregdesign/lantern.svg",
"full_name": "anaregdesign/lantern",
"license_state": "standard",
"license_spdx": "MIT"
}