mirastacklabs-ai / mirastack-agents-sdk-go

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          "oid": "d764c63a39fbb06f69a15744d29341ddb6665d8f",
          "body": "Add structured routing semantics to action definitions with strict validation and wire serialization so engine and agents can enforce fail-closed semantic routing.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "add routing semantics metadata contract to agent SDK",
          "author_name": "aarvee11",
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        },
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          "oid": "940983924e718694b2c92220de85ebdc787495eb",
          "body": "Reject colon-qualified target plugin names at the SDK boundary and add regression coverage for native JSON forwarding and validation failures.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Harden plugin target validation in Agent SDK.",
          "author_name": "aarvee11",
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          "committed_at": "2026-07-18T16:42:13Z",
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        {
          "oid": "2a5cd99cf33c470b69f2b14f9613312bdef0339e",
          "body": "Expose JSON-first plugin call helpers while preserving legacy map[string]string behavior for existing agents.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(context): add native JSON CallPlugin helpers",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-18T13:31:24Z",
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          "is_coding_agent": true
        },
        {
          "oid": "8e4b1ccdee9212ec6bd714e1f53975899ee96bd1",
          "body": "Preserve valid LogsQL quotes and semicolons while still trimming wrapper artifacts, and route log cache helpers through LogsQL-specific sanitization to avoid query corruption.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cache): sanitize LogsQL safely in cache paths",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-18T07:59:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "411d67da54acdbb81232e4810e0e5e4b542062ad",
          "body": "Extend approval requests with structured context + blast radius fields, add WRITE enum handling in SDK/proto mappings, and expose Embed RPC types in generated service bindings.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(sdk): add approval context and WRITE permission support",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-17T15:54:24Z",
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        {
          "oid": "78a2a1f514e4c301d8eee70fa4d847e6b9961c11",
          "body": "Introduce shared telemetry caching, retry, and parsing utilities in the Go agent SDK and document the v1.12.0 release notes for tag-based publication.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(cache): add telemetrycache package for agents",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-12T08:33:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "242c6b077dcaee907b821fe09905d6478d86ce50",
          "body": "The engine needs to know the side-effect class of the action being\ngated so it can pick the right minimum approver role (engineer for\nMODIFY, admin for ADMIN), surface the right label on the approval\ncard, and run the approval-mode policy check.\n\nPlugins MUST now pass a Permission when calling Reque\n[…]\n0,\nREAD=1, MODIFY=2, ADMIN=3); we never cast across the off-by-one.\n\nBREAKING CHANGE: EngineContext.RequestApproval signature now takes\na 4th argument 'permission Permission'. All callers must update.",
          "is_bot": false,
          "headline": "feat(context): add required Permission arg to RequestApproval",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-06-02T02:21:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "749aea334d29c620b1dad2c1d904687ee8dbd083",
          "body": "The upstream OTLP gRPC exporter feeds OTEL_EXPORTER_OTLP_ENDPOINT through\nnet/url.Parse, which silently produces an empty Host for bare host:port\ninputs (parses as scheme=host / opaque=port) and surfaces as\n\n  traces export: failed to exit idle mode: dns resolver: missing address\n\nWire otlptracegrpc\n[…]\nrpcs://, unix:// schemes as well as bare host:port. The helper\nalso reads the trace-/metrics-specific env overrides ahead of the global\none and supports the standard insecure flag truthy/falsy values.",
          "is_bot": false,
          "headline": "fix(otlp): normalise OTEL endpoint URL to bare host:port",
          "author_name": "aarvee11",
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          "committed_at": "2026-05-21T04:56:33Z",
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        },
        {
          "oid": "3cc22b2ee2bd01acb923a3a786565d43778c68e4",
          "body": "…rovider\n\n- New EngineContext.ListKPIs/GetKPI typed engine callbacks reading the\n  tenant's KPI definitions from the engine's Kine-backed KPI store\n  (/mirastack/{tenant_id}/kpis/). Tenant-scoped server-side via the\n  SDK's auto-stamped tenant_id.\n- New KPIView typed struct + ListKPIs/GetKPI gRPC me\n[…]\nequisite: internal/grpcserver.EngineService.ListKPIs+GetKPI\nmust be implemented before plugins relying on these APIs are deployed.\n\nRelease v1.10.0 — lockstep with mirastack-agents-sdk-python v1.10.0.",
          "is_bot": false,
          "headline": "feat(kpi,metrics): add ListKPIs/GetKPI engine callbacks + OTel MeterP…",
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          "committed_at": "2026-05-19T06:34:52Z",
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          "body": "Add ChatStreamRequest and ChatTokenResponse types to support\nserver-streaming LLM responses from provider plugins.\n\n- ChatStreamRequest carries prompt params as JSON\n- ChatTokenResponse streams tokens with IsFinal marker\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(chat): add ChatStream RPC for LLM streaming support",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-09T15:04:00Z",
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          "is_coding_agent": true
        },
        {
          "oid": "50af812e0986d685f045cc71cc459d918f1f375c",
          "body": "Records the v1.5.0 → v1.8.0 release history and codifies that this SDK\nships at matching MAJOR.MINOR tags with mirastack-agents-sdk-python.\nPatch versions remain independent.\n\nAll MIRASTACK agents — Go and Python — track the latest paired SDK\nminor before the engine cuts a release.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "docs: add CHANGELOG and lockstep release policy with Python SDK",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-01T08:35:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90f049f3321c12ba4bf6dbc874e2babb1712fc65",
          "body": "The engine renamed the license cap on distinct operational backend\nkinds from `max_data_source_types` to `max_integration_types` as part\nof the wider Data Sources → Integrations rebrand. The SDK's\nLicenseQuotas struct (consumed by plugins via the EngineContext\nLicenseContext handshake) must follow t\n[…]\nelease where they bump to v1.8.0; plugins that don't read\nthis field continue to compile against v1.7.x without any change and\ncan stay pinned until they need other v1.8.0 features.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(license)!: rename MaxDataSourceTypes → MaxIntegrationTypes",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-01T08:07:36Z",
          "body_truncated": true,
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        },
        {
          "oid": "a6245bd2bceae899d7577435881f5b4db7f382ed",
          "body": "Keep tenant binding strict while allowing plugins to wait for engine bootstrap or tenant creation before registering.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat: add lazy tenant-bound registration",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-30T05:23:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c6401ff6b714dbd7260b8d0f6c26769ab6334f5",
          "body": "…dshake\n\nAdds LicenseContext + LicenseQuotas types to gen/pluginv1 and embeds an\noptional License *LicenseContext field on RegisterPluginResponse and\nHeartbeatResponse. SDK consumers can now read the engine's licensing\nposture (active flag, effective tier, grace mode, expiry, org/site/region\nidentit\n[…]\n meters.\n- All fields are JSON-omitempty so older engines that don't populate\n  License continue to interoperate.\n\nBackward compatible: additive field on existing response messages.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(license): expose engine LicenseContext on register/heartbeat han…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-29T17:28:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "657d4bc21cc9d3e0f99032b8d8db1269f804ccca",
          "body": "- Add tenantid helper module\n- Pass tenant_id through plugin context, serve, and gRPC protocol\n- Regenerate protobuf stubs to include tenant fields\n- Update README with multi-tenant usage notes\n\nRelease v1.6.0",
          "is_bot": false,
          "headline": "feat(multi-tenant): tenant_id propagation across plugin protocol",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-29T03:07:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbf6c06f8d3eee2a104705a2712a2ed88ac28ed3",
          "body": null,
          "is_bot": false,
          "headline": "feat: add CacheGetBatch (MGET) — batch cache lookup for plugins",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-20T16:53:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "927758cc55facc6fb3afc4716877e01afd3c5ef0",
          "body": "- CallPlugin now delegates to CallPluginWithTimeRange(ctx, target, params, nil)\n- New CallPluginWithTimeRange method propagates TimeRange through agent-to-agent calls\n- Prevents time drift in multi-hop dispatch chains by threading absolute time boundaries\n- GetConfig returns defensive copy on cache miss path",
          "is_bot": false,
          "headline": "feat: add CallPluginWithTimeRange for ingress anchor time propagation",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-15T06:17:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "893c68012b56af5265536401da98725f6520b14f",
          "body": "Replace RegisterPlugin-as-heartbeat with a dedicated Heartbeat RPC.\nSDK Phase 2 loop now calls Heartbeat instead of full RegisterPlugin.\nIf engine responds with re_register_required, SDK falls back to full\nRegisterPlugin. Engine-recommended heartbeat interval is adopted unless\nMIRASTACK_PLUGIN_HEARTBEAT_INTERVAL env var overrides.\n\nNew types: HeartbeatRequest, HeartbeatResponse\nNew method: EngineContext.Heartbeat()\nUpdated: maintainRegistration() Phase 2 in serve.go",
          "is_bot": false,
          "headline": "feat: add dedicated Heartbeat RPC — lightweight liveness signal",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-11T12:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52e565f379b75b282fb098f95dbd9d1a4c3f1628",
          "body": "- serve.go: add keepalive.EnforcementPolicy (MinTime 20s, PermitWithoutStream)\n  and keepalive.ServerParameters (Time 30s, Timeout 10s) to gRPC server\n- context.go: add keepalive.ClientParameters (Time 30s, Timeout 10s,\n  PermitWithoutStream) to EngineContext gRPC client connection\n\nPrevents idle TCP connections from being silently dropped during\nlong-running LLM inference, which caused 'the client connection is\nclosing' errors on the engine side.",
          "is_bot": false,
          "headline": "feat: add gRPC keepalive on server and EngineContext client",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-11T09:43:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "c6a9d6cb57d78015a08e555ba128d8a8d2fda570",
          "body": "…stration heartbeat\n\n- Two-phase registration: initial backoff (2s→30s cap, 10 attempts) then\n  persistent heartbeat loop (default 30s, configurable via\n  MIRASTACK_PLUGIN_HEARTBEAT_INTERVAL env var)\n- Survives engine restarts: next heartbeat re-establishes registration\n- Clean shutdown via stopCh — heartbeat exits before DeregisterSelf\n- ConfigParams validation in Serve() with unit tests\n- 4 new unit tests for maintainRegistration lifecycle",
          "is_bot": false,
          "headline": "feat: replace one-shot registerWithRetry with persistent maintainRegi…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-11T07:13:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77323fe5ed52cf206caa982e1491c5e349c6f1d2",
          "body": "…ss support\n\n- Background goroutine with exponential backoff (2s→30s cap, 10 attempts)\n- MIRASTACK_PLUGIN_ADVERTISE_ADDR for container/K8s/horizontal scaling\n- gRPC server starts immediately, not blocked by registration\n- Unit tests for resolveAdvertiseAddr",
          "is_bot": false,
          "headline": "feat: production-grade self-registration with retry and Service addre…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-09T13:30:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef42aff6bbf1185cf8cbe12a9cf6ebe01a9d818e",
          "body": null,
          "is_bot": false,
          "headline": "ci: add GitHub Actions release workflow",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-09T13:02:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "86e4d073203bfd2ad6d25ed2aff97b4689e8d525",
          "body": null,
          "is_bot": false,
          "headline": "feat: SDK self-registration, OTel tracing, dependency updates",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-09T12:28:25Z",
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        },
        {
          "oid": "d8e9eb8a41af21f233fbf798881efcd98b30a0a3",
          "body": null,
          "is_bot": false,
          "headline": "fix: add NowUTCMs to datetimeutils, update go.mod deps",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-08T17:26:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "a40370be660d706a179255353ee3326c235568aa",
          "body": null,
          "is_bot": false,
          "headline": "chore: oss-readiness — rewrite README for Agent SDK, add .gitignore",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-07T17:38:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "26d55bbac006b82df3cf7a66797e7f22b7695c66",
          "body": "- Add validate.go: name/version required, action ID+description required\n- Wire validatePlugin() into Serve() before gRPC listen\n- Fix GetConfig() cache mutation bug (return copy, not original)\n- Add context_test.go (10 tests) and validate_test.go (7 tests)",
          "is_bot": false,
          "headline": "feat: SDK-level plugin validation + cache mutation fix",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-07T04:12:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "f4b2b74fdbbb07c72162143eea8c40f6de5e4ea2",
          "body": null,
          "is_bot": false,
          "headline": "E1-10a: Fix stale version string to mirastack-agents-sdk-go",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-07T02:22:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88da9e3951917f309364fb0b4b5b246462c213c9",
          "body": "…RespondError/RespondRaw, actionsToProto, GetSchema Actions support",
          "is_bot": false,
          "headline": "E1-08: Action struct, json.RawMessage output, RespondMap/RespondJSON/…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-06T18:55:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "d708b9af6bd7974115519ac6d4c9af81e26062f3",
          "body": "…ntext, serve.go adapter\n\n- Added ConfigParam struct (Key, Type, Required, Default, Description, IsSecret)\n- Added ConfigParams field on PluginInfo\n- Added GetConfig(ctx) on EngineContext with thread-safe 15s TTL local cache\n- serve.go maps ConfigParams → ConfigParamSchema in pluginServiceAdapter.Info()",
          "is_bot": false,
          "headline": "feat: E1-06e — ConfigParam type, GetConfig with 15s cache on EngineCo…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-06T12:13:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "989c350669f87471adad0c5f81e1ad4f72732108",
          "body": "Base plugin interface, engine context proxy, gRPC server bootstrap,\nand generated protobuf stubs for the MIRASTACK plugin protocol.",
          "is_bot": false,
          "headline": "feat: MIRASTACK SDK for Go — plugin development kit",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-01T08:30:52Z",
          "body_truncated": false,
          "is_coding_agent": false
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      ],
      "releases_count": 15,
      "commits_last_year": 30,
      "latest_release_at": "2026-07-19T08:31:47Z",
      "latest_release_tag": "v1.14.2",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                "code": "weights_renormalized",
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              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_issues_or_data",
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                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_decided_prs_or_data",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "followers": 8,
              "owner_type": "Organization",
              "is_verified": null,
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              "account_age_days": 149
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            "components": [
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                "key": "ownership_backing",
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                "status": "met",
                "details": [
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "8 followers of mirastacklabs-ai",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 8,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "14 public repos, account ~0 yr old",
                "points": 9.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 14
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/mirastacklabs-ai/mirastack-agents-sdk-go"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 2
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 1,
                      "ecosystems": "go"
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "points": 20,
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                "details": [
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                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
        "value": 52,
        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "notes": [
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                "code": "excluded_no_data",
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              {
                "key": "tests_present",
                "name": "Tests present",
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              {
                "key": "linter_config",
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 0,
                "status": "missed",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
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                "key": "repository_description",
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              {
                "key": "topics",
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                "points": 0,
                "status": "missed",
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              {
                "key": "wiki",
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                "points": 10,
                "status": "met",
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        ],
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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              },
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                "code": "weights_renormalized",
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            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "key": "code_review",
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                "key": "contributors",
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                "points": 0.8,
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                "key": "dangerous_workflow",
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                "status": "met",
                "details": [],
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "maintained",
                "name": "Maintained",
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                "details": [],
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                "key": "packaging",
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                "status": "excluded",
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                "key": "pinned_dependencies",
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              {
                "key": "sast",
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                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
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              {
                "key": "signed_releases",
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                "max_points": 7.5
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                "key": "token_permissions",
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                "key": "vulnerabilities",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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            "value": 100,
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            "components": [
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                "key": "policy_exposure_multiplier",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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                "details": [
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}