the-monkeys / monkeys_brain

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.

Each point covers 2 days.

Full resolved dependency set from the GitHub dependency graph: 24 direct and 71 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

This repository publishes no package the index resolves, so its own dependency graph was assessed — 95 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 3 are direct.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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        "rabbitmq",
        "docker",
        "postgresql",
        "microservices",
        "onprem",
        "minio",
        "gin-gonic",
        "elasticsearch"
      ],
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      "size_kb": 4633,
      "has_wiki": true,
      "homepage": "https://monkeys.com.co",
      "languages": {
        "Go": 1303697,
        "HTML": 19465,
        "Shell": 30318,
        "Python": 64822,
        "Makefile": 2027,
        "Dockerfile": 18483,
        "PowerShell": 2809
      },
      "pushed_at": "2026-07-26T04:28:52Z",
      "created_at": "2023-01-02T20:38:02Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T15:42:31Z",
      "description": "Monkeys Backend",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://monkeys.com.co",
      "name": "Monkeys",
      "type": "Organization",
      "login": "the-monkeys",
      "company": null,
      "location": "Antarctica",
      "followers": 49,
      "avatar_url": "https://avatars.githubusercontent.com/u/114302094?v=4",
      "created_at": "2022-09-24T15:32:13Z",
      "is_verified": null,
      "public_repos": 21,
      "account_age_days": 1400
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
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          "is_bot": false,
          "headline": "Ai content detector (#384)",
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          "headline": "fix: blog sort query (#382)",
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          "headline": "Updated High-Level Design (#381)",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\naitConfirm.\n- Fix Debugf format verb in GetDueScheduledBlogs log statement.\n\n* chore: update dockerignore rules and ignore entries\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
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          "headline": "Chore/20260624 restore (#380)",
          "author_name": "Gorilla Gigabytes",
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          "body": "* Fix dependency versions for security remediation and update JWT import path\n\n* rm md file",
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          "headline": "update dependency versions and JWT import path (#376)",
          "author_name": "shivam vishwakarma",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\n verb in GetDueScheduledBlogs log statement.\n\n* Render video using ffmpeg\n\nSigned-off-by: Dave Augustus <devpandey19924u@gmail.com>\n\n---------\n\nSigned-off-by: Dave Augustus <devpandey19924u@gmail.com>",
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          "headline": "X snapshot (#377)",
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          "headline": "fixed issue of blog service not picking up blog due to publish time i…",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\n(gin_trgm_ops) index on search_doc supports \\<%\\ natively in PG 11+; no schema change needed.\n- Verified empirically against dev DB: predicate change moves result count from 0 -> 1 for query \"joseph\".",
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          "headline": "Feat/search v2 (#375)",
          "author_name": "Dave Augustus",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\n trending users\n\nSigned-off-by: Dave Augustus <devpandey19924u@gmail.com>\n\n---------\n\nSigned-off-by: Dave Augustus <devpandey19924u@gmail.com>\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
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          "headline": "Storage deduplication (#374)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\nhtml fixtures from live templates to unblock CI. Add GEN_FIXTURES-gated helper to regenerate fixtures from templates going forward.\n\n---------\n\nSigned-off-by: Dave Augustus <devpandey19924u@gmail.com>",
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          "headline": "Email change otp and user verification (#370)",
          "author_name": "Dave Augustus",
          "author_login": "daveaugustus",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\nassword plan\n- FRN integration requirements\n- Storage v1-to-v2 migration plan\n- Relative path storage plan\n- Top active users plan\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "Feat/otp registration and password reset (#369)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\noginMethod (the-monkeys) — was empty after 'via'\n- GoogleLogin(): add IpAddress and Client from extractClientInfo — was empty '()'\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "Fix/login notification fields (#368)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
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          "body_truncated": true,
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\nn sync\n\n- Fix ListActiveUsers query: 'active' vs 'Active' case mismatch returned 0 rows\n- Use LOWER(us.status) = 'active' for case-insensitive comparison\n- Change sync.go log levels from Info to Debug",
          "is_bot": false,
          "headline": "Simplify FRN integration with SDK v1.0.1 (#367)",
          "author_name": "Dave Augustus",
          "author_login": "daveaugustus",
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          "body_truncated": true,
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          "oid": "113f43405e5bbe924c978eb50658e0943638ed44",
          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\nto prevent redundant notifications\n- Skip notification when user likes their own blog (already guarded)\n- Add FRN integration docs\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "Feature/freerangenotify notification improvements (#364)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
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          "body": "* fix: ConnManager thundering herd and publish/confirm race condition\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize \n[…]\nURL, APIKey, AppID, SSEPublicURL, DevEmail)\n- Propagate username changes to FRN external_id on USERNAME_CHANGED events\n- Add E2E integration documentation with template seed and user migration details",
          "is_bot": false,
          "headline": "Feature/freerangenotify integration (#363)",
          "author_name": "Dave Augustus",
          "author_login": "daveaugustus",
          "committed_at": "2026-03-30T16:14:37Z",
          "body_truncated": true,
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        },
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          "body": "…#362)\n\n- Add generation counter to ConnManager to prevent N goroutines from each\n  reconnecting when they all fail on the same dead connection. Only the\n  first caller reconnects; the rest piggyback on the fresh connection.\n- Serialize PublishMessage through pubMu when confirms are enabled to\n  pre\n[…]\n orphan confirmations from causing false timeouts in\n  publishAndWaitConfirm.\n- Fix Debugf format verb in GetDueScheduledBlogs log statement.\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "fix: ConnManager thundering herd and publish/confirm race condition (…",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-22T16:18:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "cc34a08ff593879f18728a829431e6c5f60b5ed5",
          "body": "* fix: extract email from JWT token instead of URL params in authz middleware\n\nFixed authorization rejection on blog publish endpoint caused by extracting\nemail from non-existent URL parameters instead of JWT token payload.\n\n- AuthzRequired middleware: changed email := ctx.Param(\"email\") to email :=\n[…]\nlog, UnlikeBlog, InsertTopicWithCategory by guarding with errors.Is(err, sql.ErrTxDone)\n- Fix DOB zero-value parse error in MapUserUpdateDataPatch/Put: skip time.Parse when DateOfBirth is empty string",
          "is_bot": false,
          "headline": "Fix/blog publish auth email extraction (#361)",
          "author_name": "Dave Augustus",
          "author_login": "daveaugustus",
          "committed_at": "2026-03-18T21:34:29Z",
          "body_truncated": true,
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        },
        {
          "oid": "fcb873ff93a876f6fbfba7973729d10b2a066960",
          "body": "…leware (#360)\n\nFixed authorization rejection on blog publish endpoint caused by extracting\nemail from non-existent URL parameters instead of JWT token payload.\n\n- AuthzRequired middleware: changed email := ctx.Param(\"email\") to email := res.Email\n- AuthorizationByID middleware: same fix applied\n- T\n[…]\n \"you are not allowed to perform this action\" errors for publish requests\n- Fixes Firefox browser compatibility issue with strict auth checks\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "fix: extract email from JWT token instead of URL params in authz midd…",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-18T17:09:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b385e655c5f20f10dac146a0bec503993f3a6dc7",
          "body": "UploadPostFile and GetDraftBlogByBlogIdV2 only checked for Edit permission,\nrejecting users with Create permission on newly created blogs (401).\nNow both Edit and Create are accepted, consistent with DraftBlogV2.\n\nAdded structured debug/warn logs at all permission check points\n(storage upload/update/delete, draft GET) and blog-to-user RabbitMQ\npublish path for production observability.\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "fix: allow PermissionCreate for storage upload and draft GET (#359)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-14T16:53:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bb1b1eff81d4c625c6d0ecd100b9c43dfce15a1",
          "body": "- Add parseTimeRange() with configurable time windows for hourly (48h), daily (30d), monthly (unbounded)\n- Bound hourly_activity and daily_activity ES aggregations with time filters\n- Add monthly_activity aggregation for all-time historical view\n- Wire time_range query param from gateway through gRP\n[…]\nsearch\n- Fix gateway to use request context instead of context.Background()\n- Update ActivityDatabase interface to accept timeRange parameter\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "feat: add tiered time resolution for blog analytics API (#357)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-14T16:52:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6dbfb98deb0b14dfe6e7be2c9e4fe93dcd68205c",
          "body": "* fix: add exponential backoff retry for MinIO init in storage_v2\n\nReplace immediate log.Fatalf on MinIO connection failure with\nnewServiceWithRetry() that attempts 5 retries with exponential\nbackoff (2s, 4s, 8s, 16s, 32s). Prevents gateway crash-loop\nwhen MinIO is transiently unavailable during container startup.\n\n* Add rewriteV1StorageURLs() to all json.Unmarshal calls in handler.go\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "fix: add exponential backoff retry for MinIO init in storage_v2 (#358)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-09T17:06:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab14e703025d1d89f3a64b25d5adef70a414e8ac",
          "body": "* feat: relative-path storage URLs + v1→v2 runtime rewriter\n\n- presignedOrCDNURL() returns domain-free relative paths (/api/v2/storage/...)\n- Add storage_rewriter.go: regex strips ANY domain from legacy ES URLs at runtime\n- Wrap all blog/news Unmarshal calls with rewriteV1StorageURLs()\n- v1 storage \n[…]\nfirst (canonical), extensionless as fallback\n- cleanupOtherProfileKeys() removes stale keys (old extensions + extensionless)\n- GetProfileMeta now uses resolveProfileKey() for consistent key resolution",
          "is_bot": false,
          "headline": "Relative-path storage URLs + v1→v2 runtime rewriter (#356)",
          "author_name": "Dave Augustus",
          "author_login": "daveaugustus",
          "committed_at": "2026-03-06T07:21:57Z",
          "body_truncated": true,
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        },
        {
          "oid": "67126d77ad3e1d67dcbf9f02ba2ebb0b399af3b8",
          "body": "- Add DLQ variables (RABBITMQ_DLX_EXCHANGE, RABBITMQ_DLQ_QUEUE,\n  RABBITMQ_DLQ_KEY, RABBITMQ_MAX_RETRIES)\n- Update MinIO sync section to match filesystem-based sync config\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "chore: sync .env.example with .env (#355)",
          "author_name": "Gorilla Gigabytes",
          "author_login": "GorillaGigabytes",
          "committed_at": "2026-03-03T18:35:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13c768a5d3f2c8440042b028f621a1bd1d1f15c5",
          "body": "* inital schedule blog\n\n* feat: schedule publish blog with max retry\n\n* rm: remove unused files and proto vars\n\n* perf: optimize blog pipeline reliability and Docker build speed\n\nRabbitMQ reliability:\n- Add Dead Letter Queue infrastructure (DLX exchange, DLQ queue)\n- Implement publisher confirms wit\n[…]\nt since Go 1.10)\n- Add BuildKit cache mounts for Go module and build caches\n- Add GOMAXPROCS=4 to prevent OOM from parallel builds\n\n---------\n\nCo-authored-by: Dave Augustus <devpandey19924u@gmail.com>",
          "is_bot": false,
          "headline": "Feature/schedule blog (#354)",
          "author_name": "shivam vishwakarma",
          "author_login": "shivamvishwakarm",
          "committed_at": "2026-03-03T18:17:54Z",
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          "body": "* fix: analytics service for user registration\n\n* fix: blog create header data save to elastic search\n\n* Add analytics headers for blog publishing and account registration; store events in Elasticsearch\n\n* code cleanup with logs\n\n* remove sessionId generation logic from function\n\n* added visitor_id and session_id\n\n* storing addition header to elastic db\n\n* added tracking header for meta-feed api",
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          "headline": "added tracking header for meta-feed api",
          "author_name": "shivamvishwakarm",
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          "headline": "storing addition header to elastic db",
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          "headline": "added visitor_id and session_id",
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          "headline": "code cleanup with logs",
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          "is_bot": false,
          "headline": "Add analytics headers for blog publishing and account registration; s…",
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          "author_login": "shivamvishwakarm",
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          "headline": "Merge branch 'main' of https://github.com/the-monkeys/monkeys_engine …",
          "author_name": "shivamvishwakarm",
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          "headline": "Merge pull request #334 from the-monkeys/feature/minio-realtime-sync",
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          "headline": "Add MinIO disaster recovery with one-command restore",
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          "is_bot": false,
          "headline": "feat: implement case-insensitive tag search functionality (#331)",
          "author_name": "Dave Augustus",
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          "committed_at": "2025-11-13T11:25:42Z",
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            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 242,
              "open_issues": 27,
              "closed_issues": 99,
              "issue_closed_ratio": 0.786,
              "closed_unmerged_prs": 13
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "79% of issues closed",
                "points": 36.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "242/255 decided PRs merged",
                "points": 36.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 242,
                      "decided": 255
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "followers": 49,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "the-monkeys",
              "public_repos": 21,
              "account_age_days": 1400
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "49 followers of the-monkeys",
                "points": 12.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 49,
                      "login": "the-monkeys"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~3 yr old",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "golang",
                "rabbitmq",
                "docker",
                "postgresql",
                "microservices",
                "onprem",
                "minio",
                "gin-gonic",
                "elasticsearch"
              ],
              "has_wiki": true,
              "homepage": "https://monkeys.com.co",
              "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://monkeys.com.co",
                "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": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.8
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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": "9 commit(s) and 3 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": "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": "33 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 95 resolved dependencies against OSV. 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": 95
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "osv",
              "advisories": 48,
              "affected_packages": 7,
              "assessed_packages": 95,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 1, moderate 1, unknown 3",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: golang.org/x/crypto v0.48.0 (critical 10.0), google.golang.org/grpc v1.81.1 (critical 9.1), golang.org/x/image v0.38.0 (high 7.5)",
                "points": 4.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "golang.org/x/crypto v0.48.0 (critical 10.0), google.golang.org/grpc v1.81.1 (critical 9.1), golang.org/x/image v0.38.0 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 95 days ago",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 95
                    }
                  }
                ],
                "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": 95,
              "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": 9
            },
            "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": 73,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.687,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
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              "agent_instruction_max_bytes": 4026
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.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": "68 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 36.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 68,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "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": 97,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 559598,
              "source_files_sampled": 162,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
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