Informe JSON sin procesar legible por máquina
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"body": "Repeated extraction of the same conversation stores reworded copies of one fact; store-time dedup guarded only standing rules. Regular memories now skip the insert when a near-identical same-owner memory exists, gated by TWO thresholds that must both pass, embedding cosine (memory_dedup_threshold, 0\n[…]\n and to a project are two memories). Byte-identical re-saves are now skipped outright instead of the old store-then-invalidate round trip. Config gated per the no-magic-numbers convention. Fixes #339.",
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"body": "… (#331)\n\nThe Reranker trait and dependency-free LexicalReranker existed but nothing on the main recall path could reach them. MenteDb now holds an optional reranker (set_reranker/clear_reranker/has_reranker, mirroring the embedder). When installed, hybrid recall over-fetches rerank_pool_factor * k \n[…]\ner over the query text, then truncates to k. Default off means zero overhead and byte-identical behavior; an embedder can supply a cross-encoder or LLM judge without the engine taking that dependency.",
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"body": "…E (#325)\n\nWire the new DbMetrics latency fields into the Prometheus exporter as\nmentedb_store_latency_microseconds and mentedb_search_latency_microseconds, and\nlist them in the README Observability section. Completes the 0.21.0 latency\nmetric so it is scrapable at GET /metrics, not just readable via db.metrics().",
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"body": "Bumps the github-actions group with 2 updates: [actions/setup-python](https://github.com/actions/setup-python) and [actions/setup-node](https://github.com/actions/setup-node).\n\n\nUpdates `actions/setup-python` from 6 to 7\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits]\n[…]\nsion-update:semver-major\n dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"body": "Bumps [quinn-udp](https://github.com/quinn-rs/quinn) from 0.5.14 to 0.5.15.\n- [Release notes](https://github.com/quinn-rs/quinn/releases)\n- [Commits](https://github.com/quinn-rs/quinn/compare/quinn-udp-0.5.14...quinn-udp-0.5.15)\n\n---\nupdated-dependencies:\n- dependency-name: quinn-udp\n dependency-ve\n[…]\ny-type: indirect\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "chore(deps): bump quinn-udp from 0.5.14 to 0.5.15 (#321)",
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"headline": "chore: release v0.20.5 (#316)",
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"body": "The engine now measures its own operation latency instead of leaving callers to\ntime the whole request (which mixes in cold database opens and transport). A\nlock-free EMA (window 8) tracks recent store latency (store()) and hybrid-search\nlatency (the recall_hybrid_scoped_at_mode core that all vector\n[…]\ntency_us and avg_search_latency_us on the\nmetrics() snapshot. Search timing is recorded in the hybrid core only, not\ncounted, so recall()/query() that reach it via execute_plan are not double\ncounted.",
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"body": "… (#315)\n\nowns(key) reports whether this node is the rendezvous-placement owner of an\naccount under the current live node set, without acquiring a lease. Background\nwork like the maintenance sweep can test every account with it and run only on\nthe owner, so a non-owner never opens an account and contends for its\nsingle-writer lock, without pinning leases it would then have to renew. Returns\ntrue when sharding is disabled or the node set is unknown, so a single-node\nfleet still does all the work.",
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"headline": "chore: release v0.20.3 (#312)",
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"body": "The tag index only ever ADDED a node's tags, never removed them, and open loads a\nsnapshot rather than rebuilding. So when a rule is un-pinned (scope:always removed\nfrom the node, node re-stored) the tag lingered in the bitmap: the node stopped\nbeing injected (correct) but query_tag still counted it\n[…]\nes the tag,\n so accounts whose stale entries predate this fix also read correctly (cheap: it\n loads only the few candidates, not the whole corpus).\n\nRegression test: un-pinning drops the count to 0.",
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"headline": "docs(readme): note ORDER BY now that it is implemented (#311)",
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"body": "ORDER BY parsed but was never applied: the planner dropped order_by, so results\ncame back in relevance order regardless. Wire it end to end.\n\n- lexer: ASC and DESC keywords.\n- parser: parse the direction (ASC default, DESC).\n- planner: thread order_by onto the recall plans (TagScan, VectorSearch,\n \n[…]\nted, and accessed are ordered; other fields\n are a documented no-op (keep relevance order).\n\nTested: DESC/ASC/no-direction parse correctly; ORDER BY salience sorts both ways\nand applies before LIMIT.",
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"body": "- Docker volume mounts /var/mentedb/data (the image's data dir), not /data.\n- Recall endpoint is /v1/recall, not /v1/query.\n- Rust process_turn example includes the required user_id field.\n- Drop ASC/DESC ordering claims and the ORDER BY example: order_by parses but is\n never applied by the planner, so it is a no-op.\n- Remove the MENTEDB_MAX_OPEN_DBS reference; no code reads it.",
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"body": "The image and compose file ran the server on 8080 and only mapped that port,\nbut the server default, the CLI, the docs, and the observability compose all use\n6677 — so 'curl localhost:6677' from the docs failed against the container. Serve\non 6677 and expose both 6677 (REST, /metrics, /console) and 6678 (gRPC, which\nstarts by default). Add a commented command line for setting an admin key to\nunlock the console browse/query tabs.",
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"body": "…etrics (#305)\n\n/metrics only reported memory count and HTTP stats. Instrument the engine and\nexport the signals a memory DB actually needs:\n\n- Writes/reads: stores and recalls counters on the facade store/recall paths.\n- Cache: buffer-pool hit/miss/eviction counters + resident pages (the page cache\n[…]\netrics() snapshots all of it in O(1) (atomic loads + index/graph/page\nlookups, no corpus scan); mentedb-server /metrics refreshes the gauges from it\neach scrape. Aggregate only, no per-account labels.",
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"body": "Dedup compared against every scope:always rule regardless of owner, so two\ndifferent agents pinning the same rule collapsed into one, breaking agent\nisolation (caught by injection_respects_agent_scope). Only dedup within the same\n(user_id, agent_id).",
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"headline": "fix: scope standing-rule dedup to the same owner (#303)",
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"body": "…302)\n\nStanding rules (scope:always, force-injected every prompt) could grow unbounded:\nstoring re-created near-identical rules, and cleanup only collapsed byte-exact\nduplicates and un-pinned auto-pins, so hand-pinned and reworded rules accumulated\n(one account reached hundreds, bloating every promp\n[…]\n always kept and does not count.\n\nConfig: always_dedup (true), always_dedup_threshold (0.95), always_max (30).\nTested: dedup skips a reworded rule, keeps a distinct one; prune caps an\nover-limit list.",
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{
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],
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{
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}
],
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{
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{
"key": "community_health",
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"note": null,
"notes": [],
"value": 70,
"inputs": {
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"has_contributing": true,
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},
{
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"detail": "recognized license (Apache-2.0)",
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"details": [
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"code": "license_standard",
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},
{
"code": "license_spdx",
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],
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{
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{
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"status": "partial",
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{
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{
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{
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"status": "missed",
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]
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{
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{
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{
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{
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{
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{
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{
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{
"key": "packaging",
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},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "9 existing vulnerabilities detected",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 576 resolved dependencies against OSV; 34 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 576
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 34
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 83,
"inputs": {
"source": "osv",
"advisories": 10,
"affected_packages": 9,
"assessed_packages": 576,
"unassessed_packages": 34,
"affected_by_severity": "high 2, moderate 1, unknown 6",
"direct_affected_packages": 2
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "2 affected: anyhow 1.0.102 (unknown), bincode 1.3.3 (unknown)",
"points": 24.7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 2,
"packages": "anyhow 1.0.102 (unknown), bincode 1.3.3 (unknown)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 219 days ago",
"points": 37.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 219
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 576,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 78,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [
".github/copilot-instructions.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 4082
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md, CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "57 of 57 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 57,
"sampled": 57
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"sdks/typescript/tsconfig.json"
],
"agent_commit_share": 0,
"toolchain_manifests": [
"Cargo.toml",
"crates/mentedb-cli/Cargo.toml",
"crates/mentedb-cognitive/Cargo.toml",
"crates/mentedb-consolidation/Cargo.toml",
"crates/mentedb-context/Cargo.toml",
"crates/mentedb-core/Cargo.toml",
"crates/mentedb-embedding/Cargo.toml",
"crates/mentedb-extraction/Cargo.toml",
"crates/mentedb-graph/Cargo.toml",
"crates/mentedb-index/Cargo.toml",
"crates/mentedb-query/Cargo.toml",
"crates/mentedb-replication/Cargo.toml",
"crates/mentedb-server/Cargo.toml",
"crates/mentedb-storage/Cargo.toml",
"crates/mentedb/Cargo.toml",
"sdks/python/Cargo.toml",
"sdks/typescript/Cargo.toml"
],
"dependency_bot_commit_share": 0.03
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Cargo.toml, crates/mentedb-cli/Cargo.toml, crates/mentedb-cognitive/Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "Cargo.toml, crates/mentedb-cli/Cargo.toml, crates/mentedb-cognitive/Cargo.toml"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "sdks/typescript/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "sdks/typescript/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "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": "3 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Rust",
"largest_source_bytes": 250179,
"source_files_sampled": 201,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Rust (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/201 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 201,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "good",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": [
"crates/mentedb-server/proto/mentedb.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "crates/mentedb-server/proto/mentedb.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "crates/mentedb-server/proto/mentedb.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"Could not fetch crates package 'mentedb-python' from its registry",
"Could not fetch crates package 'mentedb-node' from its registry",
"deps.dev does not index crates:mentedb@0.24.5; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-23T12:18:32.111638Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nambok/mentedb.svg",
"full_name": "nambok/mentedb",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}