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.
unmodeled-tyler/vessel-browser holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (93/100) and lowest on Security (35/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
64
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
64
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
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
More detail
Star and fork history 116 ★ / 9 ⇿
116Stars
9Forks
100Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 0Patch 100
OpenSSF Scorecard 3.5 / 10
3.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-21 22:46 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"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).",
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"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.",
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"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).",
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"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.",
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"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).",
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"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",
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],
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 49,
"weight": 0.24,
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{
"key": "maintainer_resilience",
"band": "critical",
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"note": null,
"notes": [],
"value": 16,
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"top_contributor_share": 1
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"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": {
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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],
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{
"key": "contributor_breadth",
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"detail": "1 contributors",
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"status": "partial",
"details": [
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}
],
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{
"key": "openssf_scorecard_contributors",
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"status": "partial",
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]
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{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"components": [
{
"key": "issue_resolution",
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"points": 28.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
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}
],
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "16/19 decided PRs merged",
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"details": [
{
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{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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"inputs": {
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"owner_login": "unmodeled-tyler",
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"account_age_days": 378
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"components": [
{
"key": "ownership_backing",
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"points": 10,
"status": "partial",
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{
"code": "owner_personal",
"params": {}
}
],
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{
"key": "verified_domain",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
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}
],
"max_points": 20
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{
"key": "owner_reach",
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"detail": "9 followers of unmodeled-tyler",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 9,
"login": "unmodeled-tyler"
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}
],
"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": {
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},
{
"code": "account_age_years",
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"years": 1
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}
],
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]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"components": [
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"key": "published_resolvable",
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"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "npm"
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}
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"max_points": 25
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{
"key": "publish_recency",
"name": "Publish recency",
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"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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{
"key": "version_history",
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{
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}
],
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},
{
"key": "engineering",
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"metrics": [
{
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 88,
"inputs": {
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"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
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"components": [
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"key": "ci_workflows",
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"points": 24,
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"details": [
{
"code": "ci_workflows",
"params": {
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}
],
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{
"key": "tests_present",
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"detail": null,
"points": 24,
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"details": [],
"max_points": 24
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{
"key": "linter_config",
"name": "Linter config",
"detail": "eslint.config.mjs",
"points": 16,
"status": "met",
"details": [
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"code": "file_list",
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
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},
{
"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",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"claude-mcp",
"openclaw-mcp",
"ai-web-browser",
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"has_wiki": true,
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"components": [
{
"key": "readme",
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"detail": null,
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{
"key": "documentation_directory",
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{
"key": "documentation_homepage_site",
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{
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"points": 10,
"status": "met",
"details": [],
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{
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{
"key": "wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"code": "excluded_no_data",
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{
"code": "weights_renormalized",
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"inputs": {
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"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.5
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"components": [
{
"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
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"points": 2.2,
"status": "partial",
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{
"key": "ci_tests",
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"code": "no_data",
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],
"max_points": 2.5
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "code_review",
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"key": "contributors",
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"status": "met",
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{
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"points": 0,
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{
"key": "fuzzing",
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"status": "missed",
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{
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"points": 2.5,
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{
"key": "maintained",
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"points": 7.5,
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"details": [],
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{
"key": "packaging",
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"points": 5,
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"details": [],
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"points": 0,
"status": "missed",
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{
"key": "token_permissions",
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"components": [
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{
"key": "ai_readiness",
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"metrics": [
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"key": "ai_agent_context",
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"inputs": {
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"components": [
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"code": "no_agent_instructions",
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"key": "machine_readable_docs_llms_txt",
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"key": "legible_commit_history",
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"key": "ai_verify_loop",
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"components": [
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"points": 0,
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"warnings": [
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],
"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"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.25.0 — full methodology · metrics wiki.
