PVRLabs / aibadger

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          "committed_at": "2026-07-01T15:56:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be3d47ff235f337f782d3dcd6fedac170f0fbb5c",
          "body": null,
          "is_bot": false,
          "headline": "Mark truncated context footers",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-25T01:44:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92c09f252d0daa9d20dbb0197df5a06773608248",
          "body": "Add Prompt 2 file header markers for truncated extracted context while preserving existing labels for non-truncated full files, spans, and binary summaries.\n\nCover formatter behavior and headless context output with regression tests.\n\nPlan: Prompt 2 Truncated Context Markers Plan",
          "is_bot": false,
          "headline": "fix: mark truncated Prompt 2 context #107",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-25T01:24:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c8f6de0e5a59a44f0263b7bcad653da04aed12c",
          "body": "Add scripts/generate-release-notes.sh and wire it into the release\nworkflow instead of softprops generate_release_notes.",
          "is_bot": false,
          "headline": "feat: automate release notes generation by issue grouping",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T18:26:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "692f39be0f4e01ce90700e153aaffd9b40ed7000",
          "body": null,
          "is_bot": false,
          "headline": "fix: remove redundant release trigger from workflow",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T18:21:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5f6d42aac199007b863789993a01d24f2a57751",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to v0.2.6-dev",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T18:15:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e46f8737ee682060ba8853b631ca848673ae107f",
          "body": null,
          "is_bot": false,
          "headline": "release: v0.2.5",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T18:14:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dbf818224be72be64181af30db1a262a6028ea1",
          "body": "Issue: #105\nPlan: 2026-06-24-tolerant-file-resolution-external-context-roots-plan",
          "is_bot": false,
          "headline": "Use resolved external labels in Prompt 2",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T18:12:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb10415710fa85362f2bf3745b188d96eb5c3f69",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject absolute external FILE selectors #105",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T17:50:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b05295fa3700e5a096e11a2be2cebb9b1385138",
          "body": "resolveCommandPath was passing paths starting with \"..\" to\nresolveFuzzyPath, which extracted just the basename and matched\nagainst local project files. This caused external FILE: requests\nlike \"../internal/docs/architecture.md\" to silently resolve to\nlocal files with the same basename instead of falling through to\nexternal context resolution.\n\nFix by skipping fuzzy resolution when the path starts with \"..\".\n\nPlan: Tolerant FILE resolution for external context roots",
          "is_bot": false,
          "headline": "fix: prevent resolveFuzzyPath from stripping parent-dir paths #105",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T17:39:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6567131bdd40e03c7bb9abd02663883bcb56a696",
          "body": null,
          "is_bot": false,
          "headline": "Add tolerant external FILE resolution",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-24T17:20:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8559c6a7f5106b32cf62279a1d6f5b2d41a27bdc",
          "body": "Document badger followup and /followup in the usage guide.\n\nPlan: 2026-06-23-followup-focus-plan",
          "is_bot": false,
          "headline": "docs: add followup CLI and slash command to usage docs #99",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-23T02:05:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29320bf7acfed1fb8f4def1c9cce746d4bb75910",
          "body": "Add the followup focus preset, prompt constraints, CLI startup handling, workflow display name, and TUI /followup command.\n\nPlan: 2026-06-23-followup-focus-plan",
          "is_bot": false,
          "headline": "feat: add followup focus prompt contract and UI #99",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-06-23T01:56:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a9fec745f7708b0e439e68dac1f1476d0a0167c",
          "body": null,
          "is_bot": false,
          "headline": "Unify startup launch context",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-30T01:55:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a408d5a3c28a8f573d1de6b3f36aa459359fc506",
          "body": null,
          "is_bot": false,
          "headline": "docs: synchronize protocol, usage, and privacy with engine behavior",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-30T01:37:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7d7e3922a7addc9bfae28149af271a471195ea1",
          "body": null,
          "is_bot": false,
          "headline": "Limit Node source root scans per directory",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-30T01:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "809ca5e8cb58d1cf488e2e3346b4e4822096a089",
          "body": "Plan: scanner-performance-optimization",
          "is_bot": false,
          "headline": "scanner: apply shallow Node marker discovery #29",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T21:18:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4de0ef27362cc20e09a05c929d4767603df0f2dd",
          "body": "Plan: scanner-performance-optimization",
          "is_bot": false,
          "headline": "scanner: apply shallow Go marker discovery #29",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T21:12:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9d48267957dfa71e94a8a6e2dbd18c919ef2793",
          "body": "Plan: scanner-performance-optimization",
          "is_bot": false,
          "headline": "scanner: add bounded marker discovery helper #29",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T21:08:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4df24ad0ba5063a4fcbb1e92629592cc5d97a5a",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to v0.2.5-dev",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T18:57:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b64919b6b10691a1b177111ef24f8d57593739f",
          "body": null,
          "is_bot": false,
          "headline": "release: v0.2.4",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T18:57:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46df43f93787b75ea36d7c9151d6a2c0cea0890b",
          "body": "Drop 7 formatter-output tests now covered by the hybrid-ops-app\nblack-box certification fixture. Keep scanner-level unit tests\n(capping, binary omission, multi-lang ops scripts) that test\ninternal logic not reachable through the binary interface.\n\nPlan: 2026-05-29-shallow-ops-deploy-topology-plan",
          "is_bot": false,
          "headline": "test: remove per-language formatter tests covered by cert fixture #100",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T18:35:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9622ccb9a29a0e09d80363b35aa6842c3fdef8a",
          "body": "Plan: 2026-05-29-shallow-ops-deploy-topology-plan",
          "is_bot": false,
          "headline": "Attach ops resources to topology",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T18:14:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d53d78ddc2b03825196fd2ef25c40fcc93c6182b",
          "body": "Plan: Add Shallow Ops/Deploy Discovery To Project Topology",
          "is_bot": false,
          "headline": "Add shallow ops resource scanner for #100",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T18:03:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1b7f69ff9b32b83931ad31fcdd63171a493bde3",
          "body": null,
          "is_bot": false,
          "headline": "Add ops deploy filegroup helpers",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T17:47:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61327e267ee6f712cd7529ec543b3b56ad5c0f5b",
          "body": null,
          "is_bot": false,
          "headline": "test(scanner): add .gitignore and .dockerignore to omission tests",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T17:38:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dc5e869f54b51aae76e9f4fc7bc2e72099015a7",
          "body": "These toolchain-ignore files describe what *not* to scan -- the opposite\nof what topology is for. They carry near-zero signal for AI understanding\nof project structure. Route them to the same omission path as lock files\nand checksum files (isOmittedNoiseName), and remove them from\nisTextControlFile and classifyByName since they no longer reach those\ncode paths.",
          "is_bot": false,
          "headline": "Omit .gitignore and .dockerignore from topology output",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T17:19:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83c3583917c764a8b68368712c4fe39646db1a23",
          "body": null,
          "is_bot": false,
          "headline": "Improve root package top-file budget",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T16:54:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cad8d6c305ee19f9c5540420bb0ce3a481ccc005",
          "body": "Replace multi-line formatted PATH instructions with a one-line\nPowerShell command users can select, copy, and paste directly.",
          "is_bot": false,
          "headline": "Show single-line PATH command for easy copy-paste",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T04:34:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4af756ab6cf751e1fed660af00fb70a2f756927a",
          "body": "Change default install directory from $HOME/.local/bin to\n%LOCALAPPDATA%\\Programs\\Badger, a Windows-native user-local path.\n\n- New default: Join-Path $env:LOCALAPPDATA \"Programs\\Badger\"\n- BADGER_INSTALL_DIR env var still overrides the default\n- Print full installed binary path\n- Normalize trailing backslashes before PATH comparison\n- Print detailed manual PATH setup instructions (no auto-modify)\n- Update docs to reflect the new default",
          "is_bot": false,
          "headline": "Improve Windows installer PATH behavior",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-29T03:54:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "036108cbf0b34e8f8cd5287580d4ea89941d365d",
          "body": "After the user presses S to open the GitHub repo, the action row\ngains [R]efresh. Pressing R re-fetches the supporter list and\nupdates the table in place, keeping the previous data on error.",
          "is_bot": false,
          "headline": "badge: add [R]efresh action after starring",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-28T01:42:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7e505154ddf3830eb998285f4ada013d1a70256",
          "body": "…deep recursion\n\n- Reduce MaxFilesPerDirectory from 1000 to 250\n- Add MaxTotalScanFiles = 10000 hard ceiling\n- Count subdirectories toward the per-dir limit and use SkipDir\n  when exceeded, preventing WalkDir from descending into excess dirs\n- Add global total-processed counter with SkipAll as a saf\n[…]\n\n\nPreviously the per-dir cap only applied to files, not directories,\nso WalkDir still recursed into all subdirectories and total file\ncount could reach 10K-100K+ even with the per-dir limit.\n\nFixes #9",
          "is_bot": false,
          "headline": "perf: tighten generic detector caps and fix per-dir limit to prevent …",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-28T01:19:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2fa735740c50f4992ff9798e33ac97e7ecf766d",
          "body": "- Break long example lines for readability\n- Replace sidecar-specific path with generic ../shared/docs\n- Add Attachments section explaining arrow key navigation and\n  focused attachment details",
          "is_bot": false,
          "headline": "Polish examples and add attachments section to usage docs",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T23:59:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d93186e6b3d58b92192e9aa4b7cebf4b1a0ffc3",
          "body": "Make the example goal clearer: 'Help me understand how authentication\nworks. Check @internal/auth.go' better communicates that badger helps\nyou understand code and that you can tag files.",
          "is_bot": false,
          "headline": "Improve quick-start example in README",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T23:50:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "789d0484a92e33af9804f7382919f71449715dae",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v0.2.4-dev",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T23:44:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b894c83ffdb6f18c75a4f15bbc888c727493c5c2",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.2.3",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T23:43:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a9f6056693c930d0a2713a8edbea7ec1a5972ce",
          "body": null,
          "is_bot": false,
          "headline": "Fix external context NEAR extraction",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T23:09:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e37cc0e40b112e66eee19dff72170771a320d25",
          "body": null,
          "is_bot": false,
          "headline": "Keep Prompt 2 instructions before context",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T22:51:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "163bf89bff80cd1aa17b39702cfad422a7aa4ceb",
          "body": "Follow-up to Goal Attachments for Large Context Plan.",
          "is_bot": false,
          "headline": "Preview focused goal attachments",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T22:36:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7b5c42e1983750de28c4ae6dc44ff30fdbe33c0",
          "body": null,
          "is_bot": false,
          "headline": "Fix pasted attachment line counts",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T22:14:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3af7b4e97ad477ee17e1b14ff1bd19a3d441de24",
          "body": "Drop reviewGitShowTip/formatReviewGitShowTip and their test,\nmissed during the Phase 5 audit in the zero-config review work.\n\nPlan: Zero-Config Review Command Plan",
          "is_bot": false,
          "headline": "cleanup: remove orphaned review tip utilities #92",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T21:35:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3175f0c8b2c3153a81ec54a3be5c606fda6093d6",
          "body": null,
          "is_bot": false,
          "headline": "Fix goal editor typing and wrap sizing",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T21:26:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3880f1540cb339ef42b25206271ad64cc88506dc",
          "body": null,
          "is_bot": false,
          "headline": "Fix goal attachment rendering",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T21:17:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "360b2a878bf7e3fb4678f58847d25ea192ae033b",
          "body": "Schema A:\n- Collect packages into a slice, separate header/etc/footer\n- Enforce MaxTotalContextBytes by dropping whole packages from tail\n- Footer always appended unconditionally after drop loop\n\nSchema B:\n- Extract buildSchemaBBody helper that omits footer\n- Compute footer once before drop loop, me\n[…]\nbody)+len(footer)\n- Footer unconditionally appended after loop exits\n\nTests:\n- TestGenerateSchemaAByteBudgetTruncation\n- TestGenerateSchemaAByteBudgetExcludesFooterFromDropLoop\n\nPlan: goal-attachments",
          "is_bot": false,
          "headline": "Separate mandatory footer from droppable body in Schema A and Schema B",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T21:13:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "463d03d6bab9a95e9f11daab78cdbd7377b8cebe",
          "body": null,
          "is_bot": false,
          "headline": "Document attachment goal behavior",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T20:43:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a357816810a3eb880051b8c6fff073d5ecc8baf",
          "body": null,
          "is_bot": false,
          "headline": "Preserve instructions during split paste",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T20:38:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f4d47ec4ad38c5a5a235ec24d2add0b028f6d84",
          "body": null,
          "is_bot": false,
          "headline": "WIP: goal attachment paste handling",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T19:35:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82860ad649c8d155f2ad8f169af86a444618b81d",
          "body": null,
          "is_bot": false,
          "headline": "Refine attachment focus navigation",
          "author_name": "ejboy",
          "author_login": "ejboy",
          "committed_at": "2026-05-27T18:55:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac8ade5a053cc4df9a44cfe80e22fa98d3579abf",
          "body": null,
          "is_bot": false,
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                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 54,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 76,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 10,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "PVRLabs",
              "public_repos": 5,
              "account_age_days": 123
            },
            "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": "1 followers of PVRLabs",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "PVRLabs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~0 yr old",
                "points": 6.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/PVRLabs/aibadger"
              ],
              "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",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "17 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "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": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "chatgpt",
                "claude",
                "cli",
                "code-review",
                "context",
                "developer-tools",
                "golang",
                "llm",
                "local-first",
                "tui",
                "ai-badger"
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              "has_wiki": true,
              "homepage": "https://pvrlabs.xyz/aibadger/",
              "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://pvrlabs.xyz/aibadger/",
                "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": "12 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "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": "critical",
        "name": "Security",
        "value": 29,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 70,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.57,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 527
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.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 100 human commits state their intent (structured subject or explanatory body)",
                "points": 30.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 57,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
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              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
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                  }
                ],
                "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,
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