Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.
TypeScriptMIT★ 116 estrellas⑂ 9 forksdesde mar 2026Ver en GitHub ↗
unmodeled-tyler/vessel-browser tiene un índice de salud de 64 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (93/100) y la más baja, Security (35/100). Se actualizó por última vez hace 3 días. Una sola persona concentra la mayor parte del trabajo reciente.
64
global / 100
Moderado
Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
64
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
deps.dev does not index npm:@quanta-intellect/vessel-browser@0.1.176; advisories assessed against the repository dependency graph instead
Más detalle
Historial de estrellas y forks 116 ★ / 9 ⇿
116Estrellas
9Forks
100Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 0Parche 100
OpenSSF Scorecard 3.5 / 10
3.5agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-21 22:46 UTC
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
"topics": [
"web-browser",
"ai-browser-automation",
"mcp-server",
"byok",
"autonomous-agents",
"linux-browser",
"llm-agents",
"ai-mcp-browser",
"ai-agents",
"codex-mcp",
"claude-mcp",
"openclaw-mcp",
"ai-web-browser",
"mac-universal",
"macos",
"hermes-agent-mcp",
"agents"
],
"is_fork": false,
"size_kb": 4466,
"has_wiki": true,
"homepage": "https://quantaintellect.com",
"languages": {
"CSS": 192689,
"HTML": 567,
"Shell": 42854,
"JavaScript": 112776,
"TypeScript": 2671091
},
"pushed_at": "2026-07-18T01:49:27Z",
"created_at": "2026-03-07T07:43:01Z",
"owner_type": "User",
"updated_at": "2026-07-21T11:27:19Z",
"description": "Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "TypeScript",
"significant_languages": [
"TypeScript"
]
},
"owner": {
"blog": "unmodeledtyler.com",
"name": "Tyler",
"type": "User",
"login": "unmodeled-tyler",
"company": "@quanta-intellect",
"location": "Portland, Oregon",
"followers": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/219877912?v=4",
"created_at": "2025-07-08T15:49:14Z",
"is_verified": null,
"public_repos": 27,
"account_age_days": 378
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.176",
"kind": "patch",
"published_at": "2026-07-15T16:34:06Z"
},
{
"tag": "v0.1.174",
"kind": "patch",
"published_at": "2026-07-14T16:29:25Z"
},
{
"tag": "v0.1.173",
"kind": "patch",
"published_at": "2026-07-10T16:42:24Z"
},
{
"tag": "v0.1.171",
"kind": "patch",
"published_at": "2026-07-08T16:32:45Z"
},
{
"tag": "v0.1.169",
"kind": "patch",
"published_at": "2026-07-07T15:12:52Z"
},
{
"tag": "v0.1.167",
"kind": "patch",
"published_at": "2026-07-06T20:22:55Z"
},
{
"tag": "v0.1.165",
"kind": "patch",
"published_at": "2026-07-04T15:24:20Z"
},
{
"tag": "v0.1.163",
"kind": "patch",
"published_at": "2026-07-02T16:36:02Z"
},
{
"tag": "v0.1.161",
"kind": "patch",
"published_at": "2026-07-01T15:38:47Z"
},
{
"tag": "v0.1.159",
"kind": "patch",
"published_at": "2026-06-30T01:59:04Z"
},
{
"tag": "v0.1.157",
"kind": "patch",
"published_at": "2026-06-27T16:25:51Z"
},
{
"tag": "v0.1.155",
"kind": "patch",
"published_at": "2026-06-27T01:37:36Z"
},
{
"tag": "v0.1.153",
"kind": "patch",
"published_at": "2026-06-23T16:50:10Z"
},
{
"tag": "v0.1.149",
"kind": "patch",
"published_at": "2026-06-22T17:35:04Z"
},
{
"tag": "v0.1.148",
"kind": "patch",
"published_at": "2026-06-19T16:52:03Z"
},
{
"tag": "v0.1.147",
"kind": "patch",
"published_at": "2026-06-18T17:03:26Z"
},
{
"tag": "v0.1.146",
"kind": "patch",
"published_at": "2026-06-17T17:02:02Z"
},
{
"tag": "v0.1.145",
"kind": "patch",
"published_at": "2026-06-16T17:44:00Z"
},
{
"tag": "v0.1.144",
"kind": "patch",
"published_at": "2026-06-15T17:40:53Z"
},
{
"tag": "v0.1.143",
"kind": "patch",
"published_at": "2026-06-14T16:32:18Z"
},
{
"tag": "v0.1.141",
"kind": "patch",
"published_at": "2026-06-13T00:17:38Z"
},
{
"tag": "v0.1.140",
"kind": "patch",
"published_at": "2026-06-12T17:01:40Z"
},
{
"tag": "v0.1.138",
"kind": "patch",
"published_at": "2026-06-10T23:55:17Z"
},
{
"tag": "v0.1.137",
"kind": "patch",
"published_at": "2026-06-09T16:55:44Z"
},
{
"tag": "v0.1.136",
"kind": "patch",
"published_at": "2026-06-08T15:09:21Z"
},
{
"tag": "v0.1.134",
"kind": "patch",
"published_at": "2026-06-07T16:30:22Z"
},
{
"tag": "v0.1.133",
"kind": "patch",
"published_at": "2026-06-06T16:24:21Z"
},
{
"tag": "v0.1.132",
"kind": "patch",
"published_at": "2026-06-05T16:49:17Z"
},
{
"tag": "v0.1.130",
"kind": "patch",
"published_at": "2026-06-05T00:40:04Z"
},
{
"tag": "v0.1.128",
"kind": "patch",
"published_at": "2026-06-04T16:07:33Z"
},
{
"tag": "v0.1.127",
"kind": "patch",
"published_at": "2026-06-03T17:40:15Z"
},
{
"tag": "v0.1.125",
"kind": "patch",
"published_at": "2026-06-03T02:22:24Z"
},
{
"tag": "v0.1.124",
"kind": "patch",
"published_at": "2026-06-01T19:26:28Z"
},
{
"tag": "v0.1.123",
"kind": "patch",
"published_at": "2026-05-30T16:22:27Z"
},
{
"tag": "v0.1.121",
"kind": "patch",
"published_at": "2026-05-29T22:20:08Z"
},
{
"tag": "v0.1.120",
"kind": "patch",
"published_at": "2026-05-29T17:07:35Z"
},
{
"tag": "v0.1.118",
"kind": "patch",
"published_at": "2026-05-28T23:39:01Z"
},
{
"tag": "v0.1.116",
"kind": "patch",
"published_at": "2026-05-28T23:22:31Z"
},
{
"tag": "v0.1.115",
"kind": "patch",
"published_at": "2026-05-27T17:02:41Z"
},
{
"tag": "v0.1.114",
"kind": "patch",
"published_at": "2026-05-26T20:57:00Z"
},
{
"tag": "v0.1.104",
"kind": "patch",
"published_at": "2026-05-18T18:50:58Z"
},
{
"tag": "v0.1.103",
"kind": "patch",
"published_at": "2026-05-15T16:34:52Z"
},
{
"tag": "v0.1.101",
"kind": "patch",
"published_at": "2026-05-14T23:57:38Z"
},
{
"tag": "v0.1.99",
"kind": "patch",
"published_at": "2026-05-13T16:45:17Z"
},
{
"tag": "v0.1.97",
"kind": "patch",
"published_at": "2026-05-12T15:51:07Z"
},
{
"tag": "v0.1.95",
"kind": "patch",
"published_at": "2026-05-11T16:53:11Z"
},
{
"tag": "v0.1.94",
"kind": "patch",
"published_at": "2026-05-10T16:18:19Z"
},
{
"tag": "v0.1.92",
"kind": "patch",
"published_at": "2026-05-09T17:40:50Z"
},
{
"tag": "v0.1.90",
"kind": "patch",
"published_at": "2026-05-08T02:44:05Z"
},
{
"tag": "v0.1.88",
"kind": "patch",
"published_at": "2026-05-07T16:34:31Z"
},
{
"tag": "v0.1.86",
"kind": "patch",
"published_at": "2026-05-06T19:20:24Z"
},
{
"tag": "v0.1.84",
"kind": "patch",
"published_at": "2026-05-06T16:07:59Z"
},
{
"tag": "v0.1.83",
"kind": "patch",
"published_at": "2026-05-05T16:32:31Z"
},
{
"tag": "v0.1.81",
"kind": "patch",
"published_at": "2026-05-04T15:49:52Z"
},
{
"tag": "v0.1.80",
"kind": "patch",
"published_at": "2026-05-03T16:14:45Z"
},
{
"tag": "v0.1.78",
"kind": "patch",
"published_at": "2026-05-02T00:51:26Z"
},
{
"tag": "v0.1.76",
"kind": "patch",
"published_at": "2026-04-30T21:53:56Z"
},
{
"tag": "v0.1.74",
"kind": "patch",
"published_at": "2026-04-28T04:42:27Z"
},
{
"tag": "v0.1.73",
"kind": "patch",
"published_at": "2026-04-27T16:32:08Z"
},
{
"tag": "v0.1.71",
"kind": "patch",
"published_at": "2026-04-26T04:42:08Z"
},
{
"tag": "v0.1.69",
"kind": "patch",
"published_at": "2026-04-25T00:01:38Z"
},
{
"tag": "v0.1.68",
"kind": "patch",
"published_at": "2026-04-24T16:18:56Z"
},
{
"tag": "v0.1.67",
"kind": "patch",
"published_at": "2026-04-23T16:31:46Z"
},
{
"tag": "v0.1.65",
"kind": "patch",
"published_at": "2026-04-23T00:59:14Z"
},
{
"tag": "v0.1.63",
"kind": "patch",
"published_at": "2026-04-22T01:42:04Z"
},
{
"tag": "v0.1.61",
"kind": "patch",
"published_at": "2026-04-21T02:21:24Z"
},
{
"tag": "v0.1.60",
"kind": "patch",
"published_at": "2026-04-20T16:25:08Z"
},
{
"tag": "v0.1.58",
"kind": "patch",
"published_at": "2026-04-20T00:13:44Z"
},
{
"tag": "v0.1.56",
"kind": "patch",
"published_at": "2026-04-19T20:24:42Z"
},
{
"tag": "v0.1.53",
"kind": "patch",
"published_at": "2026-04-16T22:44:53Z"
},
{
"tag": "v0.1.51",
"kind": "patch",
"published_at": "2026-04-16T21:40:35Z"
},
{
"tag": "v0.1.48",
"kind": "patch",
"published_at": "2026-04-16T20:25:38Z"
},
{
"tag": "v0.1.46",
"kind": "patch",
"published_at": "2026-04-15T16:20:36Z"
},
{
"tag": "v0.1.45",
"kind": "patch",
"published_at": "2026-04-14T16:24:22Z"
},
{
"tag": "v0.1.44",
"kind": "patch",
"published_at": "2026-04-13T02:20:54Z"
},
{
"tag": "v0.1.35",
"kind": "patch",
"published_at": "2026-04-09T16:29:18Z"
},
{
"tag": "v0.1.33",
"kind": "patch",
"published_at": "2026-04-09T01:20:48Z"
},
{
"tag": "v0.1.32",
"kind": "patch",
"published_at": "2026-04-07T16:23:08Z"
},
{
"tag": "v0.1.31",
"kind": "patch",
"published_at": "2026-04-05T18:48:02Z"
},
{
"tag": "v0.1.30",
"kind": "patch",
"published_at": "2026-04-04T15:06:41Z"
},
{
"tag": "v0.1.29",
"kind": "patch",
"published_at": "2026-04-02T15:42:51Z"
},
{
"tag": "v0.1.28",
"kind": "patch",
"published_at": "2026-04-01T16:19:45Z"
},
{
"tag": "v0.1.27",
"kind": "patch",
"published_at": "2026-03-31T16:21:30Z"
},
{
"tag": "v0.1.26",
"kind": "patch",
"published_at": "2026-03-30T23:33:57Z"
},
{
"tag": "v0.1.25",
"kind": "patch",
"published_at": "2026-03-29T08:51:45Z"
},
{
"tag": "v0.1.24",
"kind": "patch",
"published_at": "2026-03-29T06:48:24Z"
},
{
"tag": "v0.1.21",
"kind": "patch",
"published_at": "2026-03-28T00:57:54Z"
},
{
"tag": "v0.1.20",
"kind": "patch",
"published_at": "2026-03-27T16:14:59Z"
},
{
"tag": "v0.1.19",
"kind": "patch",
"published_at": "2026-03-27T04:53:05Z"
},
{
"tag": "v0.1.18",
"kind": "patch",
"published_at": "2026-03-25T23:08:43Z"
},
{
"tag": "v0.1.17",
"kind": "patch",
"published_at": "2026-03-25T01:27:46Z"
},
{
"tag": "v0.1.16",
"kind": "patch",
"published_at": "2026-03-24T16:20:04Z"
},
{
"tag": "v0.1.15",
"kind": "patch",
"published_at": "2026-03-23T23:50:38Z"
},
{
"tag": "v0.1.14",
"kind": "patch",
"published_at": "2026-03-22T04:06:01Z"
},
{
"tag": "v0.1.13",
"kind": "patch",
"published_at": "2026-03-21T07:32:34Z"
},
{
"tag": "v0.1.12",
"kind": "patch",
"published_at": "2026-03-20T06:19:21Z"
},
{
"tag": "v0.1.11",
"kind": "patch",
"published_at": "2026-03-19T02:02:45Z"
},
{
"tag": "v0.1.9",
"kind": "patch",
"published_at": "2026-03-18T02:50:48Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2026-03-18T01:17:44Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2026-03-17T00:38:05Z"
}
],
"recent_commits": [
{
"oid": "eed0eb89a991bd72bda8500b12818ad2b6fdf48c",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-15T16:27:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "613fa53173e4bcdc9b3d048f50bd2714276a318a",
"body": "…subscription verification for mixed-case emails",
"is_bot": false,
"headline": "feat: enhance premium worker with improved Stripe error handling and …",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-15T01:42:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb5707eed02919a0b0023815afc435dfa83da2ba",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-14T16:24:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f153dac8e4ddb6dea21187c1dd48c62c76196935",
"body": null,
"is_bot": false,
"headline": "refactor: remove unused functions and clean up code in various modules",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-14T00:09:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27bf5cb18e9e6c810d8722cb9e1b9fb7eab57545",
"body": "…and snapshots",
"is_bot": false,
"headline": "feat: implement element index registry for managing element indexing …",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-13T23:58:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2853cbaa6f41f5b6155d63765b6ad59d52ca059d",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-10T16:38:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3633f82c230ce87fcaebd4764e05c22fc618b740",
"body": "…th improved error handling and new tests",
"is_bot": false,
"headline": "feat: enhance group management and semantic snapshot functionality wi…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-10T05:59:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "771bfe95467084fba43849fd8b9509c6b6089d5c",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-08T16:28:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff18787c44f40e9263a0b441ad29fe3965aa484b",
"body": "…ndling and new tests",
"is_bot": false,
"headline": "feat: enhance semantic snapshot functionality with improved entity ha…",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-08T03:38:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98b7d381e13eddfc2ffc6201cdd22ad2b13f8930",
"body": null,
"is_bot": false,
"headline": "feat: implement semantic snapshot functionality and diffing",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-08T03:32:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75c44bf01b87ee3299d1f2a84b502fe5fe48e1f3",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-07T15:07:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e29e13bc2adf62947b8166b7ebd921c58ca2b9be",
"body": null,
"is_bot": false,
"headline": "Fix premium activation for mixed-case emails",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-07T15:03:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9625ad20959532a622c952318e191b5b3ad2a11",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-06T20:17:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22b9126e9cc1cb13bf04a66a6b13243d686e7c3f",
"body": "- Bump @types/node from ^22.10.0 to ^22.20.0\n- Update electron from ^42.3.0 to ^42.6.0\n- Upgrade electron-builder from ^26.8.1 to ^26.15.3\n- Increase knip version from ^6.14.2 to ^6.24.0\n- Update lucide-solid from ^1.17.0 to ^1.23.0\n- Bump prettier from ^3.8.3 to ^3.9.4\n- Upgrade solid-js from ^1.9.\n[…]\ndd vite as a new dependency with version ^7.3.6\n- Update @anthropic-ai/sdk from ^0.105.0 to ^0.110.0\n- Upgrade openai from ^6.44.0 to ^6.45.0\n- Add overrides for vite to specify esbuild version 0.28.1",
"is_bot": false,
"headline": "chore: update dependencies and devDependencies in package.json",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-06T19:14:47Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "73df0af35ba44d7182badd9aa374a1c4e67727c3",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-04T15:18:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32a2e4b6d3aacb4853ba8f1630e53a76b97d5814",
"body": null,
"is_bot": false,
"headline": "Proxy backend admin usage route",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-04T02:04:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7bd9c93cf9efe8ab1d1c58036b1e6646696fdd4",
"body": null,
"is_bot": false,
"headline": "feat: add tab group management tools and enhance text target resolver",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-03T20:00:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da0e5306cd8e78971a2b4e6766caaca19841012f",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-02T16:30:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b19470036d89c272238388d1c72fa911e11c402e",
"body": null,
"is_bot": false,
"headline": "Proxy mobile premium routes through desktop worker",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-02T02:50:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26b29d5691392b343fb01964ce7996dc75934cb8",
"body": "…d browsing features",
"is_bot": false,
"headline": "docs: update README to enhance clarity on Vessel's AI capabilities an…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-01T16:54:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7be06457398ea2722426848dbfe5695a71b27c23",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-01T15:33:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "629f63fc64f1fd46122c7ebf8681a4a9afcfa500",
"body": "# Conflicts:\n#\tsrc/main/sessions/manager.ts",
"is_bot": false,
"headline": "Merge remote-tracking branch 'origin/main' into dev",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-01T15:25:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f95cdfdde8c1389f4d28c5493cc1c1f28414eda",
"body": "…TAB_GROUP_COLORS definition",
"is_bot": false,
"headline": "refactor: simplify TabGroupColor handling by using z.enum and update …",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-01T15:12:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2252dd46bbc5ad22b75f523ac84ccf88b06a7ce3",
"body": "…n and add JSON Schema representation tests",
"is_bot": false,
"headline": "feat: update TabGroupColorSchema to use z.enum for improved validatio…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-07-01T15:06:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cde49f73357300dbf9c9158e01d95ae45209bfae",
"body": "…ce with encryption",
"is_bot": false,
"headline": "feat: implement secure storage handling and enhance session persisten…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-30T04:39:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "433471a8cab89284055e1bf36644c5a968bc6d8f",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-27T16:19:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8a621bd08b1843759168982bced449fe15fc4ae",
"body": "…n and error handling",
"is_bot": false,
"headline": "feat: add tests for MCP group tools, including color schema validatio…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-27T06:10:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a123da35cf7ea06565bae79fd9de3e014b0b9952",
"body": "…ation",
"is_bot": false,
"headline": "test: add IPC contract tests for tab navigation and group color valid…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-27T05:53:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50ddef286ed0f5ac716eec31e5fb91a796eb96d7",
"body": "…ings and updating related types",
"is_bot": false,
"headline": "feat: enhance settings management by introducing RendererSettableSett…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-27T01:31:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9e55a07adcb488d9df2084c8d67de6e4ffe8ef8",
"body": "…ip configuration",
"is_bot": false,
"headline": "feat: include husky and lint-staged in project and ignore lists in kn…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-27T01:16:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00bd8e924ce7b9377313c9cbbf98bd4a140d1a39",
"body": "…re premium state integrity",
"is_bot": false,
"headline": "feat: implement IPC security for renderer settings; add tests to ensu…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-27T01:05:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0caaa316b2e1237e3d7414ada851d72213a47e08",
"body": "- Added new context-results.ts file to manage site result filtering and candidate extraction.\n- Introduced functions for filtering site listings and utility links.\n- Implemented duplicate tool call suppression logic in tool-guardrails.ts.\n- Updated CodexProvider and OpenAICompatProvider to utilize n\n[…]\nRefactored page diff observation logic into a new page-diff-observer.ts file.\n- Added mock session cookies in electron.cjs for testing.\n- Improved tests for tool-guardrails to cover new functionality.",
"is_bot": false,
"headline": "feat: enhance context building and tool call handling",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-25T06:26:50Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e62885312e3200eaa479c97db15ebfb4a4904e52",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-23T16:45:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0835bc3bc13d5bfa190d807a97a43ec64f30e1a",
"body": null,
"is_bot": false,
"headline": "Trigger snap release from release workflow",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-23T03:03:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5e39c7f7bcad6720a12ac7eefa59daae38ad527",
"body": null,
"is_bot": false,
"headline": "fix(snap): build core22 package on matching runner",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-22T20:56:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30e681e47733020943c2b0eb8136280009b1a954",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-22T17:29:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edae8158866240b57745c8ad7b06d28d2eaac8ce",
"body": "…introduce dedicated functions for each context type",
"is_bot": false,
"headline": "refactor: streamline agent read mode selection and context building; …",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-22T04:25:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0178be1998d8d15cf87713c71eb8cd2e5e779509",
"body": "…ance security by enabling sandbox in splash window",
"is_bot": false,
"headline": "fix: update Chromium version to 42 in architecture documentation; enh…",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-22T04:04:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad8e3e20283fecf87b3e7794fd1db7fa4797b8ac",
"body": "…p node engine version\n\nrefactor: streamline IPC handler implementations in agent-runtime, system, and tabs modules\n\ntest: improve fillable-controls test readability and maintainability\n\nbuild: enable noUncheckedIndexedAccess in TypeScript configurations",
"is_bot": false,
"headline": "chore: update package.json for husky and lint-staged integration; bum…",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-21T23:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6fd0bdb6544e8027aad77e131a7ce157de2498f",
"body": "- downgraded @types/node from ^25.9.1 to ^22.10.0\n- updated @anthropic-ai/sdk from ^0.100.0 to ^0.105.0\n- updated dompurify from ^3.4.7 to ^3.4.11\n- updated openai from ^6.39.1 to ^6.44.0\n- added esbuild@0.28.1 to allowScripts",
"is_bot": false,
"headline": "chore: update dependencies and devDependencies in package.json",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-21T22:54:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fa140c628fe8388f4d17190de1b8353be819e948",
"body": null,
"is_bot": false,
"headline": "Add entitlement handling and Google Play verification to premium worker",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-21T22:47:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fd9b669b94898ee3b4d70e71f294aba6220b132",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-19T16:45:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f36b0bf948d2d95b1ebbeead6b6ab8589152bb6c",
"body": "…nd TabBar components",
"is_bot": false,
"headline": "feat: replace private browsing icon with VenetianMask in AddressBar a…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-19T15:01:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a80f0a7cc199eafacae22e2912229a9b3154fd35",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-18T16:58:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "690b428480ed1f7bcf36c1aa26276a1ded2d7468",
"body": "…UI updates and tests",
"is_bot": false,
"headline": "feat: implement page map reveal functionality in DevTools, including …",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-18T16:04:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a4719502559948da02e721f767ed1dc84fc95dc",
"body": "…ion handling and test coverage",
"is_bot": false,
"headline": "feat: implement capture management for DevTools panel, including sess…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-18T15:26:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aae6cc2e7ea11b11235f300589e0187b8f34b448",
"body": "… checks and add tests for successful tool chip handling",
"is_bot": false,
"headline": "feat: enhance looksLikeFailedToolOutput function to include tool name…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T18:50:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4465eb07d09fb35d3f8f3fbce23ba8fc77e05863",
"body": "…trace integration",
"is_bot": false,
"headline": "feat: add open tab functionality to DevTools panel and enhance agent …",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T18:45:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e444d21b068f51541eb198821b4071147845c87",
"body": null,
"is_bot": false,
"headline": "feat: implement action lifecycle events for agent tools in DevTools",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T18:33:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "241557f7ac5212561f9b59f6d41232c04c3f7221",
"body": null,
"is_bot": false,
"headline": "feat: enhance DevTools with agent trace and page map functionalities",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T18:27:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39a6f355e2f5574f2302ed1ec3ef2a1172125c4c",
"body": "… functionality",
"is_bot": false,
"headline": "feat: add resize handling for DevTools panel with recovery and commit…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T18:05:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "103c615d9a3023e5a865c55697f0dbaddd9d5d60",
"body": "- Added support for a detachable DevTools panel, allowing users to pop out the panel into a separate window.\n- Introduced IPC channels for toggling, closing, resizing, and managing the state of the DevTools panel.\n- Refactored existing code to accommodate the new detached view model, including the c\n[…]\n.\n- Implemented sanitization functions for DevTools panel settings to ensure valid dimensions and modes.\n- Enhanced the sidebar panel management to integrate with the new DevTools panel functionality.",
"is_bot": false,
"headline": "feat: implement detached DevTools panel functionality",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T17:47:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "dd6d4dee21a1f2018f6b9e437af87d5960e5a081",
"body": null,
"is_bot": false,
"headline": "Replace settings icon SVG with SettingsIcon component from lucide-solid",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T17:07:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2f794d0abc5751acf6ab5de601e7ba19d2d3d26",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-17T16:57:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bf4590ec73d4418dafbae9c91eb9589fdbe7b88",
"body": "…ReadLoopGuard\n\n- Replaced direct click-read loop detection with ClickReadLoopGuard in AnthropicProvider, CodexProvider, and OpenAICompatProvider.\n- Enhanced click failure classification with specific handling for hidden and stale targets.\n- Implemented suppression of repeated click attempts after a\n[…]\nention logic and ensure proper handling of hidden and stale click targets.\n- Introduced new test cases for click element interactions and tool guardrails to ensure robustness against navigation loops.",
"is_bot": false,
"headline": "Refactor click-read loop handling in AI providers and introduce Click…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-17T06:57:36Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "483ca94bfd9d3ef8296811c1711921f0fd6ba2c7",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-16T17:37:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26529fac52828ca883cd938cdca4fc30e57489ec",
"body": "…, notes, and status handling",
"is_bot": false,
"headline": "Implement task memory management features including creation, updates…",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-16T02:00:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec8c609fb48b9b22db36a735ab7f6f044d25f1cb",
"body": "…rkers",
"is_bot": false,
"headline": "Refactor tool call recovery to consolidate inline and text-encoded ma…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-15T23:31:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ccdc8e2da4d67ca9e96e1ffec80b198d9a821bc9",
"body": null,
"is_bot": false,
"headline": "Enhance settings select options styling for improved visibility",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-15T19:58:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55285c0d42331b1f385bcbd8d721205e55eb5012",
"body": "…g file and other errors",
"is_bot": false,
"headline": "Improve error logging in loadJsonFile to differentiate between missin…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-15T19:54:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39fa530772d5726d056c3575e90dbed23438d4b7",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-15T17:35:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f910c53abce5e5ef55fd9ce9c18218d1adc198cd",
"body": null,
"is_bot": false,
"headline": "Enhance navigable source validation to exclude blob and file URLs",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-15T08:03:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "085d3d4571113ea6ba2089c74b3bb97147222f69",
"body": "…ries",
"is_bot": false,
"headline": "Implement search-loop guard to manage repeated and drifted search que…",
"author_name": "Tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-15T07:54:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3a4fe523e1ffd1af8cac26c1d9c6c9dca834b99",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-14T16:27:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a4666c92a02edf4b4c8c7e983e5bf6809507443",
"body": null,
"is_bot": false,
"headline": "Prioritize showtime controls in scoped context",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-14T00:11:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9fa5323f24d47f5099023991754dac9d0da4554",
"body": null,
"is_bot": false,
"headline": "Tighten search guidance and OpenRouter attribution",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T23:56:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1697cc5e95aba17bdc034fd8dac173103f8ee966",
"body": null,
"is_bot": false,
"headline": "Steer venue searches toward official result pages",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T23:50:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "54df38340f7816a7c5268dd78a62440ca90dd540",
"body": null,
"is_bot": false,
"headline": "Handle OpenRouter timeouts with routing hints",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T23:35:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "244022c0e2d393ee73dfc870d3f83cac5439d3ab",
"body": null,
"is_bot": false,
"headline": "Handle Hacker News listings as paginated search results",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T23:20:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a78f060d1c121e3541725c2ef97881b9e118a015",
"body": null,
"is_bot": false,
"headline": "Sync persisted highlights on IPC clear and remove actions",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T23:07:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5b35885feede994db2e6aacb79ccde4f316cd19",
"body": null,
"is_bot": false,
"headline": "Clear highlights by normalized page URL",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T22:59:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c4a21ed321d1b2ef8d40c7302dada4281d7dd2b",
"body": null,
"is_bot": false,
"headline": "Retry missing highlight completions",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T22:54:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7614b3452503674402f3cc1e4cc65c95228e23fe",
"body": null,
"is_bot": false,
"headline": "Harden private window launch failures",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T22:35:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d17155f89d7caa3052ba0ae74b1466e5574b07f",
"body": "…downMessage",
"is_bot": false,
"headline": "feat: implement tool chip grouping and enhance click handling in Mark…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T18:37:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a3f4d63b51db43b167f7c3532f50f9064a98ff7",
"body": null,
"is_bot": false,
"headline": "fix: enhance contenteditable element handling in selectors and tests",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-13T18:20:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "941aed40d9968c8995c5d01269359dbc0fdfa56f",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-13T00:12:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac4b0e9af9f8ca073592d913bc5a315817401800",
"body": "…er into dev",
"is_bot": false,
"headline": "Merge branch 'dev' of https://github.com/unmodeled-tyler/vessel-brows…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T21:21:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f6cb05786fedc4e83eb42050d369e8434574aa4",
"body": null,
"is_bot": false,
"headline": "fix: improve codex handling on travel sites",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T21:20:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "614431033a4e6c75f5b51dc091d87600ba5c7add",
"body": null,
"is_bot": false,
"headline": "Prefer visible flight booking controls over direct URLs",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T21:06:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0e68ae53a7abde43f3bed7ac44136e49d939e392",
"body": null,
"is_bot": false,
"headline": "Guard unsupported flight price answers in providers",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T20:51:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "580ee24a4c9d9c286bb6aa3795758f46c8288f15",
"body": null,
"is_bot": false,
"headline": "Improve flight search and text input handling",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T20:38:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "464685092d2f3cbcc8a701dcefe6c197ee88ebcd",
"body": null,
"is_bot": false,
"headline": "Improve fill hints for focused and populated fields",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T20:22:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05dc7101fe3f1b5906ad851f761e2fac3dac4954",
"body": null,
"is_bot": false,
"headline": "Add field affordances to AI context summaries",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T20:04:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb6dba2d4c5f93f5955d4a236e79711ca0df25ad",
"body": null,
"is_bot": false,
"headline": "Support custom fillable controls",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T19:48:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c6f1f2bd3565b4445049720a2322ab96f71ca9e",
"body": null,
"is_bot": true,
"headline": "Promote dev to main (automated daily merge)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-12T16:54:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a89bebbce28c491e0cb117b1092960bf81c7e3c6",
"body": "The agent traces at ~/.config/@quanta-intellect/vessel-browser/agent-traces/\nshow the agent flailing through the 06:37:43 cheapest-flight session:\n\n 1. web_search → DuckDuckGo results page\n 2. read_page mode=results_only → returned 6 Primary Results\n ([#42], [#46], [#50], [#41], [#43], [#44]..\n[…]\nhanges.\nThis commit extends its use to the click failure path.\n\nVerified: typecheck ✓, lint ✓, 478/479 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this\nchange).",
"is_bot": false,
"headline": "fix(ai): invalidate extraction cache after stale-index click failures",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T07:22:47Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2dda7e24e7faa0f336c1531b9bab7ac8ae12f4bb",
"body": "After the previous dedup-removal commits, the user reported a new\nflailing pattern: the agent did some real work, then a click\nfailed, and the harness pushed a recovery prompt that erased the\nmodel's natural progress narrative and forced a retry that made\nthe agent spiral out of the task.\n\nRoot caus\n[…]\ntests/security-hardening.test.ts to assert the new\n softer recovery wording.\n\nVerified: typecheck ✓, lint ✓, 478/479 tests pass (the one\nfailure is the pre-existing tool-aliases baseline, unrelated).",
"is_bot": false,
"headline": "fix(ai): tighten Codex recovery prompt to only nudge on real stalls",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T06:49:35Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1de5cdcf7a21f78ba85607e1a7e075f38fd19809",
"body": "Replace termination threat in failed-click recovery prompt with\nconstructive guidance to choose a different result or refresh the page.\nUpdate comment references from read_page to inspect for consistency with\ncurrent tool naming.",
"is_bot": false,
"headline": "fix(ai): soften Codex failed-click warning and align inspect terminology",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T06:36:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bce2a30bd6e40b1c47909f49c1c1368b86326bdc",
"body": "The previous commit (60eca4a) removed the Codex-only strike-counter\ntermination system, but two more Codex-only behaviors remained in\nsrc/main/ai/provider-codex.ts that the OpenAI/Ollama provider does\nNOT have:\n\n1. **isRepeatedReadPageBySignature / consecutiveReadPageSignature /\n consecutiveReadPa\n[…]\nnd what it\nlets through. The model is free to read the page as many times as\nit wants, free to call highlight when it wants, and the harness\nonly nudges it (after 2 corrections) if it's clearly stuck.",
"is_bot": false,
"headline": "fix(ai): align Codex read_page/highlight dedup with Ollama/OpenAI",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T05:55:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "60eca4a0f4b5ec1eaccdb98a8215c9901a057ef4",
"body": "…ounter termination\n\nThe Codex provider in src/main/ai/provider-codex.ts had accumulated a\nheavy strike-counter termination system across the last several\ncommits: per-category counters for search, clear_overlays, and failed\nclicks, with a `<<task_complete: stopped after...>>` chunk emitted\nafter th\n[…]\nness\n continues until the model gives a natural final answer.\n\nVerified: typecheck ✓, lint ✓, 479/480 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this change).",
"is_bot": false,
"headline": "fix(ai): align Codex provider with Ollama/OpenAI by removing strike-c…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T05:31:30Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "48e096c980190abe2413017cdb79554e7ec30775",
"body": "…after page advances\n\nThe failedClickStrikesBySignature map was not cleared in the progress-reset\nblock, so a click target that previously failed could never be retried even\nafter the page state changed via a successful click. This caused premature\nharness termination when the model revisited a target that had become viable\nagain. Now the strikes are cleared alongside the other dedup counters whenever\nreal progress is detected.",
"is_bot": false,
"headline": "fix(ai): reset failed-click strikes on real progress so retries work …",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T05:12:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed84ab017dd1594c53182edb19e65ff7f2463253",
"body": "…b_searches are not flagged\n\nThe Codex harness's \"drifted web_search\" dedup check used a session-long\ncounter (`successfulWebSearchCount > 0`) to decide whether a new\nweb_search was a duplicate-pattern strike. That meant EVERY distinct\nweb_search in a session was flagged as drift on its first occurr\n[…]\n termination chunk now names\n the actual prior query verbatim\n\nVerified: typecheck ✓, lint ✓, 485/486 tests pass (the one failure is\nthe pre-existing tool-aliases baseline, unrelated to this change).",
"is_bot": false,
"headline": "fix(ai): tighten drift check to last-successful-search so distinct we…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T04:34:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6fc4bc8f6c7d0f065ce31f1ebdeae069b0b282ee",
"body": "…lick target\n\nThe Codex harness in src/main/ai/provider-codex.ts tracks per-category\ndedup strike counters for search and clear_overlays fabrications, but\nhad no equivalent protection against click-retry loops. The recent\nsearch-loop transcript shows the model doing exactly that:\n\n click → ⚠ faile\n[…]\nent click targets\n (the counter is per-signature, not global)\n\nVerified: typecheck ✓, lint ✓, 483/484 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this change).",
"is_bot": false,
"headline": "fix(ai): terminate Codex harness when model retries the same failed c…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T02:33:08Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "85b9f9bd53ff5a78225697bcea12b413e85c2c74",
"body": "…l doesn't fabricate clear_overlays\n\nThe Codex harness on the flight-search task was consistently calling\nclear_overlays within the first 1-2 turns. The cause was not a bug in\nthe harness's dedup/termination logic — it was the harness's own\nnavigator-summary warning text pushing the model to act.\n\nT\n[…]\nct: the 2nd turn of the transcript (which was a wasted\nclear_overlays call) should now be replaced by a read_page, and the\nmodel will see the actual page state before deciding to dismiss any\noverlays.",
"is_bot": false,
"headline": "fix(ai): tighten overlay detection and soften the warning so the mode…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T02:17:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3eb29ccbe3ec07a1d18af62928a324c3016e983c",
"body": "…ting on existing results\n\nThe previous version of the repeated-search error message listed\n\"read_page, inspect_element, click\" as recovery actions. The model\nmisinterpreted read_page as a \"re-search trigger\" — it would call\nread_page (which the harness lets through because it's not a search\ntool), \n[…]\nffect on the transcript: the 2 wasted read_page calls between\nduplicate searches should drop to 0, and the model will either click\na result, highlight, or answer — terminating in 4 turns instead of 6.",
"is_bot": false,
"headline": "fix(ai): steer repeated-search recovery away from read_page toward ac…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T02:07:10Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "17924e062d6ab6142e9f1071e14f9ea968503216",
"body": "…ad+search gaming pattern\n\nThe previous version of the harness reset the search dedup strike counter\non ANY successful non-search tool call, which the model learned to game:\n\n ⚙ web_search → ↻ duplicate suppressed\n ◫ read_page → (resets the strike counter)\n ⚙ web_search \n[…]\nearches can keep\n searching without tripping the limit.\n\nThe 43 existing tests in tests/security-hardening.test.ts (which\nalready exercised the first-strike suppression behavior) continue to\npass.",
"is_bot": false,
"headline": "fix(ai): exclude read_page from the dedup-strike reset to stop the re…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T01:53:35Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3880be4867738b586888ee8bda5314845d9a053f",
"body": "…id duplicate state reminders\n\nUpdate `buildCodexLatestStateReminder` to detect and reuse an existing\n\"Latest browser state\" reminder instead of generating a duplicate one.\nExtend `extractCodexPageUrlFromPreview` to also parse the \"Latest\nbrowser state: URL …\" format so the dedup termination message can\nsurface the actual search-result URL. Add test assertions that the\ntermination chunk contains the relevant URL.",
"is_bot": false,
"headline": "fix(ai): include search-result URL in dedup termination chunk and avo…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T01:45:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88d344e04e0399ddf8dea46259153bbb06d0bfb8",
"body": "…h/clear_overlays loops\n\nThe Codex agent harness was already catching duplicate search and\nclear_overlays tool calls (the `↻ duplicate suppressed` chunk marker),\nbut it was feeding an error back to the model and waiting for the model\nto figure out the next step. Stubborn models would loop:\n\n ⚙ we\n[…]\ng.test.ts (which already exercised the\nfirst-strike suppression behavior) continue to pass. The harness\nchange is scoped to provider-codex.ts; the dedup helpers in\ntool-guardrails.ts are reused as-is.",
"is_bot": false,
"headline": "fix(ai): terminate Codex harness on second dedup-strike to stop searc…",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T01:38:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bcde10d09ffb2417189057808251257b7b487626",
"body": "- Auto approval mode now bypasses explicitly approval-gated actions\n- Suppress duplicate current-page re-search and query-drifted web\n search after a successful web search\n- Add click recovery input guiding the agent to use result indexes\n after a failed click\n- Include selector and index in tool \n[…]\n Handle manual stream cancellation to prevent stale chunk/event\n dispatch after cancel\n- Detect blocking overlay signals in state reminders\n- Improve navigation URL extraction for web search patterns",
"is_bot": false,
"headline": "feat(agent): add auto-approval bypass, search dedup, and click recovery",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T01:07:34Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4f37900091186fa19bf11e218f43cd0aecc5238f",
"body": "Add a dedicated `web_search` tool for open-web discovery so Codex no longer\ntreats current-page form search as a generic browser/web-search primitive.\n\n- route open-web/current-data prompts through configured search engine URLs\n- keep `search` scoped to visible search inputs on the current site/app\n\n[…]\nactions\n- improve highlight-task follow-through and duplicate-loop suppression\n- add regression coverage for search shortcuts, tool recovery, prompt guidance,\n failed chips, and Codex highlight loops",
"is_bot": false,
"headline": "fix(ai): split web search from current-page search",
"author_name": "unmodeled-tyler",
"author_login": "unmodeled-tyler",
"committed_at": "2026-06-12T00:46:27Z",
"body_truncated": true,
"is_coding_agent": false
}
],
"releases_count": 100,
"commits_last_year": 1510,
"latest_release_at": "2026-07-15T16:34:06Z",
"latest_release_tag": "v0.1.176",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 20,
"days_since_latest_release": 6,
"mean_days_between_releases": 1.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "@quanta-intellect/vessel-browser",
"exists": true,
"license": "MIT",
"keywords": [
"agent-browser",
"ai-agent",
"browser-automation",
"electron",
"human-in-the-loop",
"linux",
"mcp",
"model-context-protocol",
"solidjs",
"vessel"
],
"ecosystem": "npm",
"matches_repo": true,
"registry_url": "https://www.npmjs.com/package/@quanta-intellect/vessel-browser",
"is_deprecated": false,
"latest_version": "0.1.176",
"repository_url": "https://github.com/unmodeled-tyler/vessel-browser",
"versions_count": 100,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": 1,
"monthly_downloads": 3760,
"first_published_at": "2026-03-18T01:17:36.124000Z",
"latest_published_at": "2026-07-15T16:33:45.090000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 6
}
]
},
"popularity": {
"forks": 9,
"stars": 116,
"watchers": 2,
"fork_history": {
"days": [
{
"date": "2026-03-17",
"count": 1
},
{
"date": "2026-03-26",
"count": 1
},
{
"date": "2026-03-29",
"count": 1
},
{
"date": "2026-04-11",
"count": 1
},
{
"date": "2026-04-23",
"count": 1
},
{
"date": "2026-04-24",
"count": 1
},
{
"date": "2026-04-28",
"count": 1
},
{
"date": "2026-05-08",
"count": 1
},
{
"date": "2026-05-24",
"count": 1
}
],
"complete": true,
"collected": 9,
"total_forks": 9
},
"star_history": {
"days": [
{
"date": "2026-03-14",
"count": 1
},
{
"date": "2026-03-15",
"count": 1
},
{
"date": "2026-03-16",
"count": 4
},
{
"date": "2026-03-17",
"count": 3
},
{
"date": "2026-03-21",
"count": 1
},
{
"date": "2026-03-22",
"count": 1
},
{
"date": "2026-03-23",
"count": 2
},
{
"date": "2026-03-24",
"count": 1
},
{
"date": "2026-03-26",
"count": 4
},
{
"date": "2026-03-27",
"count": 1
},
{
"date": "2026-03-30",
"count": 6
},
{
"date": "2026-03-31",
"count": 4
},
{
"date": "2026-04-01",
"count": 3
},
{
"date": "2026-04-02",
"count": 3
},
{
"date": "2026-04-03",
"count": 2
},
{
"date": "2026-04-04",
"count": 2
},
{
"date": "2026-04-05",
"count": 1
},
{
"date": "2026-04-08",
"count": 2
},
{
"date": "2026-04-11",
"count": 2
},
{
"date": "2026-04-12",
"count": 2
},
{
"date": "2026-04-14",
"count": 2
},
{
"date": "2026-04-17",
"count": 3
},
{
"date": "2026-04-19",
"count": 2
},
{
"date": "2026-04-22",
"count": 4
},
{
"date": "2026-05-02",
"count": 2
},
{
"date": "2026-05-05",
"count": 1
},
{
"date": "2026-05-06",
"count": 1
},
{
"date": "2026-05-07",
"count": 1
},
{
"date": "2026-05-08",
"count": 6
},
{
"date": "2026-05-09",
"count": 3
},
{
"date": "2026-05-11",
"count": 2
},
{
"date": "2026-05-12",
"count": 1
},
{
"date": "2026-05-15",
"count": 1
},
{
"date": "2026-05-18",
"count": 2
},
{
"date": "2026-05-20",
"count": 2
},
{
"date": "2026-05-22",
"count": 1
},
{
"date": "2026-05-26",
"count": 1
},
{
"date": "2026-05-27",
"count": 2
},
{
"date": "2026-05-31",
"count": 1
},
{
"date": "2026-06-01",
"count": 1
},
{
"date": "2026-06-02",
"count": 2
},
{
"date": "2026-06-07",
"count": 1
},
{
"date": "2026-06-09",
"count": 1
},
{
"date": "2026-06-13",
"count": 1
},
{
"date": "2026-06-15",
"count": 3
},
{
"date": "2026-06-17",
"count": 1
},
{
"date": "2026-06-18",
"count": 1
},
{
"date": "2026-06-20",
"count": 3
},
{
"date": "2026-06-21",
"count": 2
},
{
"date": "2026-06-22",
"count": 2
},
{
"date": "2026-06-24",
"count": 2
},
{
"date": "2026-06-26",
"count": 1
},
{
"date": "2026-06-27",
"count": 1
},
{
"date": "2026-06-28",
"count": 1
},
{
"date": "2026-06-30",
"count": 1
},
{
"date": "2026-07-05",
"count": 1
},
{
"date": "2026-07-10",
"count": 2
},
{
"date": "2026-07-11",
"count": 1
},
{
"date": "2026-07-15",
"count": 2
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-21",
"count": 1
}
],
"complete": true,
"collected": 116,
"total_stars": 116
},
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"tsconfig.json"
],
"toolchain_manifests": [],
"largest_source_bytes": 110875,
"source_files_sampled": 370,
"oversized_source_files": 3,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"package.json"
],
"advisories": {
"error": null,
"scope": null,
"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": [
"npm"
],
"dependencies": [
{
"name": "@anthropic-ai/sdk",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^0.110.0"
},
{
"name": "@modelcontextprotocol/sdk",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^1.29.0"
},
{
"name": "@mozilla/readability",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^0.6.0"
},
{
"name": "dompurify",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^3.4.11"
},
{
"name": "linkedom",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^0.18.12"
},
{
"name": "openai",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^6.45.0"
},
{
"name": "zod",
"manifest": "package.json",
"ecosystem": "npm",
"version_constraint": "^4.4.3"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 16,
"open_issues": 2,
"closed_ratio": 0.6,
"closed_issues": 3,
"closed_unmerged_prs": 3
},
"bus_factor": 1,
"bot_contributors": 2,
"top_contributors": [
{
"type": "User",
"login": "unmodeled-tyler",
"commits": 1351,
"avatar_url": "https://avatars.githubusercontent.com/u/219877912?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"preview-build.yml",
"promote-dev-to-main.yml",
"release-apt.yml",
"release-flatpak.yml",
"release-snap.yml",
"release.yml"
],
"has_docs_dir": true,
"linter_configs": [
"eslint.config.mjs"
],
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"package-lock.json"
],
"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": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"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": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"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": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow 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": "no SAST tool detected",
"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": 0,
"reason": "Project has not signed or included provenance with any releases.",
"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": 0,
"reason": "10 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "eed0eb89a991bd72bda8500b12818ad2b6fdf48c",
"ran_at": "2026-07-21T22:46:41Z",
"aggregate_score": 3.5,
"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": "2026-07-21T16:26:57Z",
"oldest_open_prs": [
{
"number": 25,
"created_at": "2026-04-28T14:45:20Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-04-08T20:15:18Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 23,
"created_at": "2026-04-19T17:52:04Z",
"last_comment_at": "2026-04-20T04:29:38Z",
"last_comment_author": "Hert4"
},
{
"number": 24,
"created_at": "2026-04-27T14:40:22Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/unmodeled-tyler/vessel-browser",
"host": "github.com",
"name": "vessel-browser",
"owner": "unmodeled-tyler"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"security": 35,
"vitality": 83,
"community": 56,
"governance": 49,
"engineering": 93
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 83,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"commits_last_year": 1510,
"human_commit_share": 0.8,
"days_since_last_push": 3,
"active_weeks_last_year": 20
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "20/52 weeks with commits",
"points": 13.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 20
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "1510 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 1510
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 100,
"latest_release_tag": "v0.1.176",
"releases_from_tags": false,
"days_since_latest_release": 6,
"mean_days_between_releases": 1.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "100 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 100
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~1.7 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 1.7
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 56,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"forks": 9,
"stars": 116,
"watchers": 2,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "116 stars",
"points": 33.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 116
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "9 forks",
"points": 7.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 9
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 2
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"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": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"packages": [
"@quanta-intellect/vessel-browser"
],
"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 3760
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "3,760 downloads/month across npm",
"points": 47.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 3760,
"ecosystems": "npm"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 49,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 16,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"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 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"merged_prs": 16,
"open_issues": 2,
"closed_issues": 3,
"issue_closed_ratio": 0.6,
"closed_unmerged_prs": 3
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "60% of issues closed",
"points": 28.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 60
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "16/19 decided PRs merged",
"points": 32.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 16,
"decided": 19
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 37,
"inputs": {
"followers": 9,
"owner_type": "User",
"is_verified": null,
"owner_login": "unmodeled-tyler",
"public_repos": 27,
"account_age_days": 378
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "9 followers of unmodeled-tyler",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 9,
"login": "unmodeled-tyler"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "27 public repos, account ~1 yr old",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 27
}
},
{
"code": "account_age_years",
"params": {
"years": 1
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"@quanta-intellect/vessel-browser"
],
"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 6
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on npm",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "npm"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 6 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 6
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "100 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 100
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 93,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 88,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "7 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 7
}
}
],
"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": "eslint.config.mjs",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.mjs"
}
}
],
"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": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"web-browser",
"ai-browser-automation",
"mcp-server",
"byok",
"autonomous-agents",
"linux-browser",
"llm-agents",
"ai-mcp-browser",
"ai-agents",
"codex-mcp",
"claude-mcp",
"openclaw-mcp",
"ai-web-browser",
"mac-universal",
"macos",
"hermes-agent-mcp",
"agents"
],
"has_wiki": true,
"homepage": "https://quantaintellect.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://quantaintellect.com",
"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": "17 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 17
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 35,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 35,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.5
},
"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": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"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": "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": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 1 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"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": "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": "10 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": 3
},
"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": "moderate",
"name": "AI Readiness",
"value": 50,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.637,
"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": "51 of 80 human commits state their intent (structured subject or explanatory body)",
"points": 34,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 51,
"sampled": 80
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"tsconfig.json"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "eslint.config.mjs",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.mjs"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tsconfig.json"
}
}
],
"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": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"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": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 110875,
"source_files_sampled": 370,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "TypeScript (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "TypeScript"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/370 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 370,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"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": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index npm:@quanta-intellect/vessel-browser@0.1.176; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-21T22:46:48.352430Z",
"schema_version": "0.25.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unmodeled-tyler/vessel-browser.svg",
"full_name": "unmodeled-tyler/vessel-browser",
"license_state": "standard",
"license_spdx": "MIT"
}
Registros relacionados
Repositorios inspeccionados que comparten etiquetas de catálogo o ecosistemas con unmodeled-tyler/vessel-browser. Leer en paralelo →
Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.25.0 — metodología completa · wiki de métricas.
