chainreactors / aiscan

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

{
  "data": {
    "repo": {
      "topics": [
        "agent",
        "ai",
        "ai-pentesting",
        "pentesting",
        "redteam"
      ],
      "is_fork": false,
      "size_kb": 12989,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 2632502,
        "CSS": 19740,
        "HTML": 6527,
        "Shell": 12201,
        "Python": 30148,
        "Makefile": 2526,
        "JavaScript": 6837,
        "TypeScript": 491365
      },
      "pushed_at": "2026-07-28T17:17:25Z",
      "created_at": "2026-05-07T13:46:47Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T16:43:29Z",
      "description": "AI-driven pi-like agent for cyber security — single binary for  pentest, red team, bug  bounty",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "master",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://wiki.chainreactors.red/",
      "name": "chainreactors",
      "type": "Organization",
      "login": "chainreactors",
      "company": null,
      "location": null,
      "followers": 1001,
      "avatar_url": "https://avatars.githubusercontent.com/u/102843259?v=4",
      "created_at": "2022-04-02T03:28:11Z",
      "is_verified": null,
      "public_repos": 61,
      "account_age_days": 1578
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.0.0-nightly.20260728",
          "kind": "prerelease",
          "published_at": "2026-07-28T17:28:16Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2026-07-01T09:54:21Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2026-06-25T16:00:05Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2026-06-23T07:32:32Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2026-06-21T16:55:18Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2026-06-18T14:30:13Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2026-06-17T06:23:48Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-06-09T17:40:56Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-06-08T06:33:48Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-06-08T06:33:56Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-06-08T06:33:57Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-15T03:52:32Z"
        },
        {
          "tag": "v0.0.1",
          "kind": "patch",
          "published_at": "2026-05-09T13:33:57Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d940d30e81f5ffc2d3d2be1e692264516a8b053a",
          "body": null,
          "is_bot": false,
          "headline": "fix(deps): preserve CONNECT tunnel bytes",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T11:20:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3530077494b063b22776828f03ce945ab19c879c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(runner): transfer command ownership to cairn",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T10:02:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38f14418ec11f6591f6939102c5fa6b2a6162a15",
          "body": null,
          "is_bot": false,
          "headline": "test(output): normalize golden fixture line endings",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:47:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27c244cc44567e313282353fb34c80bf4607dfc6",
          "body": null,
          "is_bot": false,
          "headline": "refactor(build): demote agent command to example",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:47:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1361fbd73bdc5e0e9631d208dbc4f7729ba59ce8",
          "body": "…er-deps\n\nrefactor: enforce unidirectional layer deps (core ← pkg ← cmd)",
          "is_bot": false,
          "headline": "Merge pull request #77 from chainreactors/refactor/unidirectional-lay…",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:31:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04e7adecd5463ed2ba5ae16d72bca91d3fb18b33",
          "body": null,
          "is_bot": false,
          "headline": "fix(deps): consume race-free scanner and viewer",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e599073f33ec78d3b88bb498156d612f8ff2e660",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): converge scans across timeout races",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9bf03ea794eec6793d2a2a2fd613045df4bae91",
          "body": null,
          "is_bot": false,
          "headline": "test(output): keep golden fixtures platform-stable",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1e0b49905017d9ca0d17c23e0a733ff10943e37",
          "body": null,
          "is_bot": false,
          "headline": "ci: enforce architecture and zero-debt gates",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "644cefcb5e10e2f54d7c01e24ebae665e27d8fe6",
          "body": null,
          "is_bot": false,
          "headline": "test(web): require real agent and verify SSE resume",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b18ae981f25f12eed0eee701277aee7aaec6c69c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(agent): enforce root package dependency layers",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc72a482b5eef7404496f97668cef02763bbc8ac",
          "body": "fix(web): harden scan lifecycle and runtime integrity",
          "is_bot": false,
          "headline": "Merge pull request #78 from chainreactors/fix/web-runtime-integrity",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:13:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63479ba98851c4d02d12ddae67babdae54da8fb5",
          "body": null,
          "is_bot": false,
          "headline": "fix: clear cross-platform lint debt",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b2e121f98d8ae8e3166ed98a37006f6d07915a6",
          "body": null,
          "is_bot": false,
          "headline": "fix(build): pin generator tool dependencies",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a320b44a0eb9feb9a1b4c507af1e060ef8030822",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): make cancellation and event replay durable",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "189570d702c34a4f08642d5ce4d8b7e8a8d84e92",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): rebuild reload candidates from explicit config",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7878c8fe193e4030b91f12e7203529fa1dd7156d",
          "body": null,
          "is_bot": false,
          "headline": "test(web): run real browser terminal e2e",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72b7f57fa78e142bf54f2e4b683932284043f2a1",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): restore tidy module metadata",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44a836c00fdeca8039fdebe17a6c3b8b7b85fe5a",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): make config reload transactional",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2d619d7579769679908c2da59ed7708e846a2eb",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): reject oversized multipart uploads",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "401ec49113490ae55820130c08ea47c4bd3405ca",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): close SSE snapshot subscription gaps",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64ecf22b4fb187cdb5c380f715f0e24bb1dd4e41",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): enforce session referential integrity",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26cac10cbdbd810a6a2467b3253a1baadc7c343e",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): reject invalid remote scan results",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "505174d8db754ca49db09f12ed68522467f87668",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): make scan cancellation terminal-safe",
          "author_name": "何止",
          "author_login": "h3zh1",
          "committed_at": "2026-07-28T08:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae27099e2060d4d76e7faebb52d1797ed050621b",
          "body": "fix: harden LLM profile configuration",
          "is_bot": false,
          "headline": "Merge pull request #76 from chainreactors/fix/llm-profile-configuration",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T08:12:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47be64c0cd1770c132bb2f530460cae11c0b4545",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): validate stacked pull requests",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T06:10:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d08affeda1f48404d1612d9dae019f5ec8eadad",
          "body": null,
          "is_bot": false,
          "headline": "feat(web): harden LLM profile editor",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T06:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bebf6f8dc92deee4a776c874378238e4b9b190a",
          "body": null,
          "is_bot": false,
          "headline": "fix(build): select portable re2 tags",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T06:06:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40488b3a4108efe1cc7c90fe93890edbd0989516",
          "body": null,
          "is_bot": false,
          "headline": "fix(llm): converge provider configuration",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-28T06:06:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77967f6973b7b70a4ac2e3858f7810bc7184918a",
          "body": "feat(output): configure agent rendering detail",
          "is_bot": false,
          "headline": "Merge pull request #71 from chainreactors/feat/output-policy-config",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T08:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0806502aa312e856e10cafcdd38fdb92bc7e91c",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): stabilize proxy and PTY timing tests",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T07:42:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "071ed6828ee0accbf16cc6ebdab5fad7463a3bea",
          "body": null,
          "is_bot": false,
          "headline": "feat(output): configure agent rendering detail",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T07:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06bc32b7714011ceef7047a414b357887e36d086",
          "body": "fix(agent): preload manual assessment rules",
          "is_bot": false,
          "headline": "Merge pull request #70 from chainreactors/fix/agent-manual-assessment",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T05:07:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa8002112dac5ba6d200cae875d6a22a2106202a",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): preload manual assessment rules",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T04:52:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bea682efcac78c8e2ce046f30e678ebdead9d5aa",
          "body": "…gence\n\nrefactor(agent): converge runtime control, tool AOP, and timeline",
          "is_bot": false,
          "headline": "Merge pull request #69 from chainreactors/refactor/runtime-aop-conver…",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T04:18:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa433b248b8ef92f8eda22e993641a218f0edc01",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): update tool test paths after package move",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-26T04:02:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "102a3635b71b6d990e4fb6571f5e3cf79fc6ed9a",
          "body": null,
          "is_bot": false,
          "headline": "docs: remove obsolete agent compatibility references",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T05:37:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fc27e5b9753480767b60146d47b569200d513b3",
          "body": null,
          "is_bot": false,
          "headline": "refactor(commands): remove TUI from runtime command execution",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T05:20:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01590a4ec9005762201d0ece635468ebdfc8d5f8",
          "body": null,
          "is_bot": false,
          "headline": "refactor: promote tools to top-level packages",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T05:06:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79fd75df9d5ec85a5875ab4c8829e94e120fe131",
          "body": null,
          "is_bot": false,
          "headline": "refactor(output): remove legacy agent timeline models",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T05:01:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8658d10d37e9b0857a4c8cc7700d22decf8cec28",
          "body": null,
          "is_bot": false,
          "headline": "refactor(protocol): route direct tool execution through AOP",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T04:56:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e1469f421bd02982ae100391c76427f9b0fe7c2",
          "body": null,
          "is_bot": false,
          "headline": "refactor(runner): centralize runtime control state",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T04:47:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37333fb59eb6be9007eb8fe6c820f757409e98f8",
          "body": null,
          "is_bot": false,
          "headline": "refactor(web): narrow chat events to domain events",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T04:38:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47c9dfb4854d23c733c391f7bb88ac98c5acb1bf",
          "body": null,
          "is_bot": false,
          "headline": "refactor(runner): remove unused run replay mechanisms",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T04:35:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f4c8a76305638a0ffeba6e1aba663e1de663917",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): stamp and verify binary version",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T03:32:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "745fecae7472e7b4f4de511a2908cd96a174a635",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): make terminal reconnect state atomic",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T02:59:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8247e440c3227aa80465d75bf66e2b2f6071d994",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): restore portable build profiles",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T02:44:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e2abcff9662ee7c95f80faeb8b9da4549b96fd5",
          "body": "feat(aop): unify agent transport end to end",
          "is_bot": false,
          "headline": "Merge pull request #62 from chainreactors/feat/aop-single-transport",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T02:37:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41a0f8476c32954fd2c7f800fa653dbb5459bf7f",
          "body": null,
          "is_bot": false,
          "headline": "fix(lint): clean up converged runtime paths",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T02:24:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e09c2c54a17dd957fa9edb817b958664e366c222",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): make clean checkouts compile",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T02:11:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0830f8e82391e9698ec4efbfd39f352e0887c770",
          "body": null,
          "is_bot": false,
          "headline": "test(scanners): add public functional regressions",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T01:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e55fc2ffe2ce1ccaf840acf4405c9784cc0724e",
          "body": "Exercise common scanner workflows through the real command registry with deterministic HTTP, Redis, POC, file, stdin, crawl, and passive-query fixtures. Fix zombie stdout-only runs so the upstream result channel is drained.",
          "is_bot": false,
          "headline": "test(scanners): add functional regression suite",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T00:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2756cfce42a002fce476c8b3d94e0091293f2611",
          "body": null,
          "is_bot": false,
          "headline": "fix(scanners): expose proton and stream results",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-25T00:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23736f7940b43eeeccdfe95cc19b32391557155e",
          "body": null,
          "is_bot": false,
          "headline": "docs: 更新 Provider 与上下文管理说明",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T19:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0e95671447a571460cd5fcbb7b7640a1f153931",
          "body": null,
          "is_bot": false,
          "headline": "feat(web): 支持配置模型上下文与输出上限",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T19:30:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "151665b5736f6653a76628fcc559577d92f07a52",
          "body": null,
          "is_bot": false,
          "headline": "feat(config): 支持模型限制与显式 Provider 选择",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T19:29:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e5042d143bb48087f889c97189c93c3bb24965f",
          "body": null,
          "is_bot": false,
          "headline": "feat(agent): 增强上下文管理与模型调用可靠性",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T19:29:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8871ea41d05a7b27cc1f44d376473ae7d5fefacf",
          "body": null,
          "is_bot": false,
          "headline": "fix(frontend): restore canonical AOP submodule contract",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57604a0bc7b09a19969f6017578d9e3e71a32403",
          "body": null,
          "is_bot": false,
          "headline": "fix(frontend): manage mobile sidebar focus",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a5489521995d3f3b2624d7121d197a94992ef4",
          "body": null,
          "is_bot": false,
          "headline": "fix(frontend): harden IOA overview polling",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fde7225ff87addd7dc0722dbc93c974eccb234c",
          "body": null,
          "is_bot": false,
          "headline": "feat(frontend): refine AOP chat timeline",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e47f460ae7c1fa0b470604d65a82fb5bcadbae0",
          "body": null,
          "is_bot": false,
          "headline": "feat(frontend): improve asset browsing",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51e8b5c889378d05295b30f7af01ead0313713b3",
          "body": null,
          "is_bot": false,
          "headline": "feat(frontend): add categorized mention picker",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bcb3b3111d8278da63568c09fed9fb4389aa7cfa",
          "body": null,
          "is_bot": false,
          "headline": "build(frontend): align shared UI integration",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b6dc01b6d10d81895986fc06d7d4dfe01bf4bf",
          "body": null,
          "is_bot": false,
          "headline": "fix(tui): render protocol eval rounds as-is",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d55e897fb80520266331679828b60e06e9b0ef3",
          "body": null,
          "is_bot": false,
          "headline": "fix(runtime): preserve evaluated run input",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66e9fa6f7c3ace0f18f4843678de64a3e0c7e423",
          "body": null,
          "is_bot": false,
          "headline": "refactor(runtime): remove legacy execution adapters",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49958d54ae4c19c876aaef000b1e7d6225b00271",
          "body": null,
          "is_bot": false,
          "headline": "fix(protocol): use turn id for run correlation",
          "author_name": "wuchulonly",
          "author_login": "wuchulonly",
          "committed_at": "2026-07-24T12:44:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "558bfbb469f629e69057e7cc3ef0c1ba57bcd60c",
          "body": null,
          "is_bot": false,
          "headline": "refactor(agent): unify runtime around session run command",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T14:33:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8878f05cd8e6edc85c6e5558b408520d2d0e6aac",
          "body": null,
          "is_bot": false,
          "headline": "feat(runner): add stable ids and native exec",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T10:42:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c62320f01eaabc20d008ed180ae332ea1bf9ba40",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): use published pty module",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T06:31:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fb11da6a1d6b4c1f457e6542fe1e8419911cadd",
          "body": null,
          "is_bot": false,
          "headline": "fix(repl): restore native scrollback and live composer",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T06:24:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aadbd677545f6c86f0cd699fad28e16293d30d4d",
          "body": "- subscriptions narrow to scan_*/agent_joined/session_cleared; the\n  legacy error/scan_error chat branches are gone\n- hub AOP error frames render through sys.* i18n keys (en/zh)\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(frontend): subscribe to converged AOP events, localize hub errors",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T02:47:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70c081cfce7b5bca49174a12a7bde8deae6fc48a",
          "body": "…e form\n\n- DispatchToolCall replaces DispatchCommand/dispatchPayload\n  (SessionID=taskID closes the routing loop); tool.call tasks converge\n  on their terminal tool.result, with stats/records parsed from\n  ToolResultData.Details -- fixing scan reports silently going empty\n- track tool-call task kind\n[…]\neLLMConfig folds the legacy flat section in once at load;\n  ProviderConfig now honors active by id and ships the full fallback\n  list to agents\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web): converge hub dispatch and errors on AOP, single LLM profil…",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T02:47:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d36efcc2cb57b3a2f59d5422b0719b6dbf238543",
          "body": "- connection: route tool.call to session->task routing on arrival; drop\n  the unrouted-broadcast fallback and the legacy exec case\n- aop_tool/bash: capability-asserted foreground tools run via\n  RunForegroundTool, streaming stdout as tool.data(kind=progress)\n  telemetry; REPL bridge emits a self-contained three-frame AOP session\n- delete exec.go and the ExecPayload/ExecResult transport\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): converge agent execution on AOP tool.call sessions",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-23T02:47:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8d8c96abb21a217879fd348bfc7a47e9ec0f1f31",
          "body": null,
          "is_bot": false,
          "headline": "ci: stop publishing agent binaries",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T18:24:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30e8ac6d3b8e0107a4aec06281bead7e5b7ad541",
          "body": "…ecution\n\nSchema-driven AOP: event payloads and extension namespaces (eval, compact,\ndelegation, ioa, web) are generated from the cyber-ui agent-protocol schema\nand accessed through typed x/<ns> packages, replacing hand-written payloads\nand map[string]any extensions. Fixes the hub metadata ext writt\n[…]\ne subscribeSSE primitive in the frontend; AuthGate and\nSubagentRunCard added; the toolnode facade is removed in favor of direct\nwebagent usage.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): AOP schema codegen, runtime-owned sessions, converged ex…",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T17:42:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fbb1abbcaee18f7638ed1bef78fabcd4b3b80e0b",
          "body": null,
          "is_bot": false,
          "headline": "feat: load prompt content from existing files",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T07:02:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9427ff6511acdf69e4fb99727e18979f2a077790",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): preserve generated template dependencies",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T05:23:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d6bc400b7dc45dec1cb6bcfb0a090c216e2b619",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): restore portable module and embed inputs",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T05:18:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbeb5c1e545dfcf32b5af3e5627a88915c77e5c1",
          "body": null,
          "is_bot": false,
          "headline": "feat(frontend): align chat timeline and IOA references",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-22T05:11:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbe35285babf5f955e221c6035158945e6849b7f",
          "body": "The hub tsconfig compiles cyber-ui package sources directly; excluding\n*.test.ts(x) keeps viewer vitest files out of its compilation. The\ncyber-ui bump brings in the legacy-APG annotations and the AOP reducer\ntest suite.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "build(frontend): exclude test files from hub tsconfig, bump cyber-ui",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T17:28:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1b2aa07d2f1c4d0313754c9748202b049f7e254b",
          "body": "…mantics\n\nCover message_id/part_index stability across streaming retries, input\nimage validation (path/base64/size cap/MIME sniffing), same-session FIFO\nordering with cross-session concurrency on the stdio host, and that SSE\nreplay is a pure read with no frames to agents, no task convergence, and\nno new persisted events.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(agent,runner,web): lock AOP encoder, input, stdio, and replay se…",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T17:28:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e517401fd8b1915316750f03eaa3a44a7637a2cb",
          "body": "Chat tasks now close when the run's root session.end arrives instead of\nthe legacy complete/error control frames: the hub learns child sessions\nfrom session.start parent_session_id so sub-agent ends are not terminal,\nAOP error events stay display-only, and a canceled stop carrying the ctx\nerror clos\n[…]\nr-round\nsession brackets so N-round evals are not converged early. Closure is\nidempotent against mixed-version agents that still send complete.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(web): converge chat tasks on the root session.end event",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T17:28:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7b6a7ae3a8d65c6094077552fa6c18cb414c9c9c",
          "body": "Mid-run inbox steering was a TUI-only side channel inconsistent with the\none-message-one-Run FIFO semantics of the stdio and web surfaces. Busy\ninput now queues as pendingRun and drains after the current run finishes;\nStop cancels the current run and discards the queue.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(agent): drop SteerUserMessage, queue TUI input at run boundary",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T17:27:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f5c70a2f9223345c1f2f073e9a49a17f4b26f8d5",
          "body": null,
          "is_bot": false,
          "headline": "fix(scan): emit composite results to asset pipeline",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T16:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85ea7eecb9dd4abb8e5bd0a0c7b39e6af6367e21",
          "body": null,
          "is_bot": false,
          "headline": "fix(webagent): persist scanner assets from chat nodes",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T16:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02ad0a7e449fe9dd2cfaace3e639578243ca6e87",
          "body": null,
          "is_bot": false,
          "headline": "feat(web): add live IOA console coverage",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T16:11:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45fc21b5ab2c6f987798e0ad902a420657d8d129",
          "body": "The agent core now emits AOP natively (message/message.delta parts,\nstatus+ext for eval/compact/token-budget/llm-request), replacing the\nprivate agent.Event model and every boundary converter. stdio becomes\na persistent multi-session AOP host; the web hub dispatches user\nmessages as AOP, persists co\n[…]\nent type are\ngone. Also fixes compact/eval events previously emitted without a\nsession id, and stamps per-session seq numbers for replay dedup.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(aop): adopt AOP as the single agent semantics carrier",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T14:46:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b1f0ae88adcf21f68377fa6d04bd13746e364d5c",
          "body": "Lets the agent bound long-running commands explicitly instead of\nrelying solely on the 300s default.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(commands): accept per-call timeout in bash tool",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T14:45:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8046a1fc6c0cf50aef738f56c2cc8c3f6c36eea1",
          "body": null,
          "is_bot": false,
          "headline": "feat(aop): execute runner tools over canonical events",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T10:42:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fed2aecedf45c280512142227e71a5b1fbbaf4e8",
          "body": "Runs RunToolNode against a mock hub speaking the register/connected +\nexec + file.read dialect the cairn bridge now implements, asserting the\nhandshake identity, streamed exec output/result envelope, base64 file\nreads, and tool.data call-ID correlation.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(webagent): cover tool node wire interop with cairn bridge dialect",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T05:49:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "44b1f3aeb86b633acd16433a76212ad7fe5fc1bf",
          "body": "The bespoke pkg/cairnrunner protocol was a functional subset of the\nexisting webagent/webproto protocol. cmd/runner now connects as a\ntool-only node through webagent.RunToolNode (no LLM provider, agent\nloop, or IOA dependency); cairn's server absorbs the remaining\nenvelope differences.\n\nwebproto gains ExecResult (structured exec completion) and an optional\nstream field on exec output messages, both additive for existing\nconsumers.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(runner): drop cairnrunner, expose tool-only node via webagent",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T05:23:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d1c26a1d8c2df4af80942248c45a1d50f62162c1",
          "body": "Drop the webproto envelope from the stdio transport: stdin takes a\nsingle StdioRequest and stdout is raw AOP JSONL, matching the unified\ntransport direction. Removes the now-unused aop writer and webagent\npipeline, and updates web/frontend panels accordingly.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(stdio): accept plain request and stream raw AOP",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T03:26:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b96d020bdbb5ff35832993acdb20e99fcd6f6d85",
          "body": null,
          "is_bot": false,
          "headline": "refactor(commands): unify execution with PTY sessions",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T03:22:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f099e732c6e3b490c1d3f3af507802be3b5f15e",
          "body": null,
          "is_bot": false,
          "headline": "refactor(pty): use canonical frames across transports",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T03:22:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2390f1c59de9e6725bf9e962feadbcb238c432fe",
          "body": null,
          "is_bot": false,
          "headline": "fix(build): package frontend and generate CLI help",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-21T03:08:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96269442501710b3eb9ffa18800d73d34d46b98e",
          "body": null,
          "is_bot": false,
          "headline": "build: restore portable libcstx profile",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-20T07:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e9690a3ac29db73efb6868af6620c373acf99d4",
          "body": null,
          "is_bot": false,
          "headline": "build: drop superseded pty checksums",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-20T06:53:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c88c982fcd8202699b3ee7e6636df23d3147aee",
          "body": null,
          "is_bot": false,
          "headline": "fix: close native runner CI gaps",
          "author_name": "M09Ic",
          "author_login": "M09Ic",
          "committed_at": "2026-07-20T06:49:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 13,
      "commits_last_year": 554,
      "latest_release_at": "2026-07-28T17:28:16Z",
      "latest_release_tag": "v0.0.0-nightly.20260728",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 12,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 5.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "github.com/chainreactors/aiscan",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/chainreactors/aiscan",
          "is_deprecated": false,
          "latest_version": "v0.2.8",
          "repository_url": "https://github.com/chainreactors/aiscan",
          "versions_count": 60,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-01T09:38:58Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 27
        }
      ]
    },
    "popularity": {
      "forks": 24,
      "stars": 218,
      "watchers": 0,
      "fork_history": {
        "days": [
          {
            "date": "2026-06-22",
            "count": 3
          },
          {
            "date": "2026-06-23",
            "count": 4
          },
          {
            "date": "2026-06-24",
            "count": 3
          },
          {
            "date": "2026-06-25",
            "count": 2
          },
          {
            "date": "2026-06-26",
            "count": 1
          },
          {
            "date": "2026-06-30",
            "count": 2
          },
          {
            "date": "2026-07-03",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 2
          },
          {
            "date": "2026-07-07",
            "count": 1
          },
          {
            "date": "2026-07-14",
            "count": 1
          },
          {
            "date": "2026-07-19",
            "count": 1
          },
          {
            "date": "2026-07-25",
            "count": 1
          },
          {
            "date": "2026-07-26",
            "count": 1
          },
          {
            "date": "2026-07-28",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 24,
        "total_forks": 24
      },
      "star_history": null,
      "open_issues_and_prs": 16
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "web/frontend/tsconfig.json"
      ],
      "toolchain_manifests": [
        "go.mod"
      ],
      "largest_source_bytes": 62559,
      "source_files_sampled": 532,
      "oversized_source_files": 1,
      "agent_instruction_files": [
        "docs/agent.md",
        "skills/scan/agent.md"
      ],
      "agent_instruction_max_bytes": 21136
    },
    "dependencies": {
      "manifests": [
        "go.mod"
      ],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "go"
      ],
      "dependencies": [
        {
          "name": "github.com/alecthomas/chroma/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.14.0"
        },
        {
          "name": "github.com/carapace-sh/carapace",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.11.6"
        },
        {
          "name": "github.com/chainreactors/crtm",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.3-0.20260618163257-073207497076"
        },
        {
          "name": "github.com/chainreactors/fingers",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.2.2-0.20260714063144-070758342f45"
        },
        {
          "name": "github.com/chainreactors/gogo/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.15.1-0.20260728051744-a278b33d8744"
        },
        {
          "name": "github.com/chainreactors/ioa",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.1.2-0.20260720012101-ee17a402fc18"
        },
        {
          "name": "github.com/chainreactors/libcstx/go",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260716111447-af6771384af7"
        },
        {
          "name": "github.com/chainreactors/logs",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260624034259-9aaea4aa52cc"
        },
        {
          "name": "github.com/chainreactors/neutron",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.1.1-0.20260714062907-716c6b167cb6"
        },
        {
          "name": "github.com/chainreactors/proton",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.3.3-0.20260707162538-471f99ea6131"
        },
        {
          "name": "github.com/chainreactors/proxyclient",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.1.1-0.20260728110701-74504679dc47"
        },
        {
          "name": "github.com/chainreactors/proxyclient/extra",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260527160727-36cf133952c3"
        },
        {
          "name": "github.com/chainreactors/sdk",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.3.4-0.20260708104745-dcad8620f5e9"
        },
        {
          "name": "github.com/chainreactors/sdk/gogo",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
        },
        {
          "name": "github.com/chainreactors/sdk/spray",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
        },
        {
          "name": "github.com/chainreactors/sdk/zombie",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
        },
        {
          "name": "github.com/chainreactors/spray",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.3.3-0.20260704194611-7ce7b850d447"
        },
        {
          "name": "github.com/chainreactors/tui/console",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260712082522-2ba36ad7841f"
        },
        {
          "name": "github.com/chainreactors/tui/readline",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260723062039-ed89e758c21b"
        },
        {
          "name": "github.com/chainreactors/utils",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260711153742-f3d210a5fa9d"
        },
        {
          "name": "github.com/chainreactors/utils/mitmproxy",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260707181750-8aa6ca296863"
        },
        {
          "name": "github.com/chainreactors/utils/parsers",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.3"
        },
        {
          "name": "github.com/chainreactors/utils/pty",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20260722180147-5b1816060721"
        },
        {
          "name": "github.com/chainreactors/zombie",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.3.0"
        },
        {
          "name": "github.com/charmbracelet/bubbles",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.0.0"
        },
        {
          "name": "github.com/charmbracelet/glamour",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.8.0"
        },
        {
          "name": "github.com/go-rod/rod",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.116.2"
        },
        {
          "name": "github.com/go-rod/stealth",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.4.9"
        },
        {
          "name": "github.com/gookit/config/v2",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v2.2.8"
        },
        {
          "name": "github.com/gorilla/websocket",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.5.3"
        },
        {
          "name": "github.com/invopop/jsonschema",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.14.0"
        },
        {
          "name": "github.com/jessevdk/go-flags",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.6.1"
        },
        {
          "name": "github.com/mattn/go-runewidth",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.23"
        },
        {
          "name": "github.com/muesli/termenv",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.16.0"
        },
        {
          "name": "github.com/projectdiscovery/goflags",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.1.74"
        },
        {
          "name": "github.com/projectdiscovery/gologger",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.1.68"
        },
        {
          "name": "github.com/projectdiscovery/katana",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.6.1"
        },
        {
          "name": "github.com/projectdiscovery/uncover",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.2.1"
        },
        {
          "name": "github.com/projectdiscovery/utils",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.10.1"
        },
        {
          "name": "github.com/spf13/cobra",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.10.2"
        },
        {
          "name": "github.com/ysmood/gson",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.7.3"
        },
        {
          "name": "golang.org/x/image",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.42.0"
        },
        {
          "name": "golang.org/x/sys",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.46.0"
        },
        {
          "name": "golang.org/x/term",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.44.0"
        },
        {
          "name": "gopkg.in/yaml.v3",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v3.0.1"
        },
        {
          "name": "modernc.org/sqlite",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.40.1"
        },
        {
          "name": "sigs.k8s.io/yaml",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.6.0"
        },
        {
          "name": "github.com/charmbracelet/bubbletea",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.3.10"
        },
        {
          "name": "github.com/charmbracelet/lipgloss",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.1.0"
        },
        {
          "name": "github.com/santhosh-tekuri/jsonschema/v6",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v6.0.2"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 13,
        "merged_prs": 22,
        "open_issues": 3,
        "closed_ratio": 0.7,
        "closed_issues": 7,
        "closed_unmerged_prs": 33
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "M09Ic",
          "commits": 468,
          "avatar_url": "https://avatars.githubusercontent.com/u/29176200?v=4"
        },
        {
          "type": "User",
          "login": "wuchulonly",
          "commits": 19,
          "avatar_url": "https://avatars.githubusercontent.com/u/174486414?v=4"
        },
        {
          "type": "User",
          "login": "h3zh1",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/68958533?v=4"
        },
        {
          "type": "User",
          "login": "renoschubert",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/46114615?v=4"
        },
        {
          "type": "User",
          "login": "gelusus",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/15012029?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.932
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "go-release.yml",
        "nightly.yml",
        "scanner-regression.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".golangci.yml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "go.sum",
        "package-lock.json"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 7,
            "reason": "3 out of 4 merged PRs checked by a CI test -- score normalized to 7",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 2,
            "reason": "Found 2/8 approved changesets -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 2,
            "reason": "dependency not pinned by hash detected -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "18 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "d940d30e81f5ffc2d3d2be1e692264516a8b053a",
        "ran_at": "2026-07-28T22:18:05Z",
        "aggregate_score": 3.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-28T17:28:20Z",
      "oldest_open_prs": [
        {
          "number": 35,
          "created_at": "2026-06-21T20:03:57Z",
          "last_comment_at": "2026-06-21T20:03:58Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 37,
          "created_at": "2026-06-21T20:04:21Z",
          "last_comment_at": "2026-06-21T20:04:21Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 38,
          "created_at": "2026-06-21T20:32:20Z",
          "last_comment_at": "2026-06-21T20:32:20Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 39,
          "created_at": "2026-06-21T20:32:24Z",
          "last_comment_at": "2026-06-21T20:32:24Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 53,
          "created_at": "2026-07-05T20:04:09Z",
          "last_comment_at": "2026-07-05T20:04:10Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 55,
          "created_at": "2026-07-05T20:32:35Z",
          "last_comment_at": "2026-07-05T20:32:35Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 61,
          "created_at": "2026-07-12T20:03:54Z",
          "last_comment_at": "2026-07-12T20:03:54Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 64,
          "created_at": "2026-07-19T20:04:54Z",
          "last_comment_at": "2026-07-19T20:04:55Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 67,
          "created_at": "2026-07-19T20:32:37Z",
          "last_comment_at": "2026-07-19T20:32:38Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 72,
          "created_at": "2026-07-26T20:03:33Z",
          "last_comment_at": "2026-07-26T20:03:34Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 73,
          "created_at": "2026-07-26T20:03:44Z",
          "last_comment_at": "2026-07-26T20:03:44Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 74,
          "created_at": "2026-07-26T20:03:48Z",
          "last_comment_at": "2026-07-26T20:03:48Z",
          "last_comment_author": "dependabot"
        },
        {
          "number": 75,
          "created_at": "2026-07-26T20:32:24Z",
          "last_comment_at": "2026-07-26T20:32:24Z",
          "last_comment_author": "dependabot"
        }
      ],
      "last_merged_pr_at": "2026-07-28T08:31:43Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 47,
          "created_at": "2026-06-25T03:59:15Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 60,
          "created_at": "2026-07-12T02:46:07Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 68,
          "created_at": "2026-07-25T03:24:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/chainreactors/aiscan",
    "host": "github.com",
    "name": "aiscan",
    "owner": "chainreactors"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": "The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 60,
            "calibrated": 65,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 65,
      "inputs": {
        "security": 36,
        "vitality": 73,
        "community": 49,
        "governance": 57,
        "calibration": "2026-08-02",
        "engineering": 77,
        "ai_readiness": 82,
        "weighted_overall_raw": 60
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 73,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "commits_last_year": 554,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 12
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "12/52 weeks with commits",
                "points": 8.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "554 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 554
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 13,
              "latest_release_tag": "v0.0.0-nightly.20260728",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 5.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "13 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~5.6 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 5.6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 49,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "weak",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 49,
            "inputs": {
              "forks": 24,
              "stars": 218,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "218 stars",
                "points": 37.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 218
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "24 forks",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "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 (AGPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "AGPL-3.0"
                    }
                  }
                ],
                "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": 57,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 5,
              "top_contributor_share": 0.932
            },
            "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
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 93% of commits",
                "points": 1.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "merged_prs": 22,
              "open_issues": 3,
              "closed_issues": 7,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.7,
              "closed_unmerged_prs": 33,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "70% of issues closed",
                "points": 29.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 70
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "22/55 decided PRs merged",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 22,
                      "decided": 55
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/8 approved changesets -- score normalized to 2",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 1001,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "chainreactors",
              "public_repos": 61,
              "account_age_days": 1578
            },
            "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": "1,001 followers of chainreactors",
                "points": 21.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1001,
                      "login": "chainreactors"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "61 public repos, account ~4 yr old",
                "points": 21.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 61
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/chainreactors/aiscan"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 27
            },
            "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 27 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "60 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 60
                    }
                  }
                ],
                "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": 77,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "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": "3 out of 4 merged PRs checked by a CI test -- score normalized to 7",
                "points": 14,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "agent",
                "ai",
                "ai-pentesting",
                "pentesting",
                "redteam"
              ],
              "has_wiki": false,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "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": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 36,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.6
            },
            "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": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 4 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "status": "partial",
                "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": "Found 2/8 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "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 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 2",
                "points": 1,
                "status": "partial",
                "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": "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": "18 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 1
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "docs/agent.md",
                "skills/scan/agent.md"
              ],
              "agent_instruction_max_bytes": 21136
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/agent.md, skills/scan/agent.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/agent.md, skills/scan/agent.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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 89,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web/frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.13,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web/frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web/frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "13 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 13,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 62559,
              "source_files_sampled": 532,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/532 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 532,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library",
        "cli",
        "tui"
      ],
      "scores": {
        "cli": 4,
        "tui": 4,
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "tui",
          "source": "dep:github.com/charmbracelet/bubbletea",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T22:18:24.334604Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/chainreactors/aiscan.svg",
  "full_name": "chainreactors/aiscan",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}