ModelEngine-Group / nexent

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Кожна точка охоплює 2 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 120 прямих і 32 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Встановлення pypi:nexent@1.8.1 тягне 121 пакетів, прямих і транзитивних: 3 мають відомі сповіщення, з них 3 — прямі залежності.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "…context runtime (#3475)\n\n* refactor(context): enforce authorized run snapshots\n\n* refactor(context): remove legacy runtime assembly\n\n* refactor(context): replace components with context items\n\n* refactor(context): unify agent context modules\n\n* feat(context): add layered selection policy\n\n* feat(co\n[…]\n\n* test context helper edge cases\n\n* fix context test float assertion\n\n* test context rendering and manager boundaries\n\n* refactor agent context manager ownership\n\n* fix sonar agent execution findings",
          "is_bot": false,
          "headline": "feat(context): introduce ContextItems and adaptive compaction, unify …",
          "author_name": "Jason Wang",
          "author_login": "JasonW404",
          "committed_at": "2026-07-22T07:13:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30bb3a800e71ec675d2f2feb6ad1eac77cf23e64",
          "body": "…chat page (#3479)\n\n* feat: refactor chat\n\n* fix frontend type-check\n\n* Bugfix: 修复message_index 与对话轮次错位问题\n\n* fix ut\n\n* add try catch\n\n* fix ut\n\n* fix ut\n\n* 新增ut\n\n* add ut\n\n* Bugfix: Add compatibility for Markdown rendering in old chat page\n\n* add sql\n\n* 删除之前sql创建的权限点\n\n* 优化前端\n\n* 优化前端\n\n* 优化前端\n\n* 兼容模型token_threshold为null的情况\n\n* 修复历史记录页面无法正常返回agent选择页面\n\n* Bugfix: fix sql & filter agent list to show only main agent on new chat page",
          "is_bot": false,
          "headline": "🐛 Bugfix: fix sql & filter agent list to show only main agent on new …",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-22T06:06:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52d12525338f1df3c6f4594be8147035d841fecf",
          "body": "* ✨ Feature: Planing agent (backend)\n\n* ✨ Feature: Planing agent (ut)\n\n* ✨ Feature: Planing agent (ut)",
          "is_bot": false,
          "headline": "✨ Feature: Planing agent (backend) (#3432)",
          "author_name": "WMC001",
          "author_login": "WMC001",
          "committed_at": "2026-07-22T04:31:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8442a120665531bec0fdfba3bdcb29f447de9f0b",
          "body": "…#3476)\n\n* feat: refactor chat\n\n* fix frontend type-check\n\n* Bugfix: 修复message_index 与对话轮次错位问题\n\n* fix ut\n\n* add try catch\n\n* fix ut\n\n* fix ut\n\n* 新增ut\n\n* add ut\n\n* Bugfix: Add compatibility for Markdown rendering in old chat page\n\n* add sql\n\n* 删除之前sql创建的权限点\n\n* 优化前端\n\n* 优化前端\n\n* 优化前端\n\n* 兼容模型token_threshold为null的情况\n\n* 修复历史记录页面无法正常返回agent选择页面",
          "is_bot": false,
          "headline": "🐛 Bugfix: Add compatibility for Markdown rendering in old chat page (…",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-22T03:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1db1cf4994ecbb4c746bb6c844ea270d57df3e5",
          "body": "…ts (#3460)\n\nTwo-layer severity model + three checkpoints + circuit breaker:\n- SeverityResolver: hardcoded (severity, source) -> effective_action table\n  (block+new_input→terminate, history/tool_output→mask, tool_input→block)\n- GuardrailEngine: check_input (①), check_output (②), check_tool_args (③),\n[…]\nlockedError → FinalAnswerError\n- 63 unit tests (test_guardrail_engine.py + test_guardrail_checkpoints.py)\n\nCo-authored-by: jeffwu <meetjeff.wu@gmail.com>\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "✨Feat: Add agent guardrail (safety content screening) — backend + tes…",
          "author_name": "JeffWu",
          "author_login": "jeffwu-1999",
          "committed_at": "2026-07-21T11:07:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "16d6db7e1b5e235776f8970ccdbd43a27971064c",
          "body": "…age sync (#3471)\n\n* 🐛Bugfix: agent version dropdown shows empty on initial render\n\n* 🐛Bugfix ：Fix incomplete chunk list display in knowledge base pagination overview.\n\n* 🐛Bugfix: interactive skill creation ignores UI language",
          "is_bot": false,
          "headline": "🐛Bugfix: agent version display, chunk list scrolling, and skill langu…",
          "author_name": "Jinyu Z",
          "author_login": "ayiya12",
          "committed_at": "2026-07-21T09:10:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "522baebbdb92d2d94817f2597bd6accc67b0a737",
          "body": "* feat: refactor chat\n\n* fix frontend type-check\n\n* Bugfix: 修复message_index 与对话轮次错位问题\n\n* fix ut\n\n* add try catch\n\n* fix ut\n\n* fix ut\n\n* 新增ut\n\n* add ut",
          "is_bot": false,
          "headline": "✨ Feat: refactor chat (#3469)",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-21T09:08:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22ae328161e1dddc32e85992dc4e3bc914a35d73",
          "body": "…ion (#3462)\n\n* ✨ Feature: Add parallel_executor tool for concurrent sub-agent execution\nIntroduce a system-managed parallel_executor tool that allows agents to\n  execute multiple independent tool/agent calls concurrently via\n  ThreadPoolExecutor, reducing total latency for parallelizable subtasks.\n\n[…]\nate_agent_info test suites\n\n* 🐛 fix: handle empty tool_ids in prompt_service and reset mock in create_agent_config tests\n\n* 🧪 test: add coverage for ParallelExecutorTool.forward and wrong tuple length",
          "is_bot": false,
          "headline": "✨ Feature: Add parallel_executor tool for concurrent sub-agent execut…",
          "author_name": "cj2026-bit",
          "author_login": "cj2026-bit",
          "committed_at": "2026-07-21T09:03:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e4166b9c20dcea45401bc760803b51f0cbd4bb7",
          "body": "…r rollback (#3473)\n\n* Bugfix: Resolve publish failure when latest version is deleted after rollback\n\n* fix ut",
          "is_bot": false,
          "headline": "🐛 Bugfix: Resolve publish failure when latest version is deleted afte…",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-21T09:01:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b076d424bc694afde229df0eb781888ef6e235bd",
          "body": "* ✨ Feat: Enhance user information retrieval by including group names in user list\n\n* fix(test): mock query_groups_by_user in test_user_service to return iterable list\n\n* perf: replace N+1 query_groups_by_user with single batch JOIN query_groups_by_users\n\n* test: add coverage for query_groups_by_users DB function and group_names field in get_users",
          "is_bot": false,
          "headline": "✨ Feat: The User tab shows which user group the user belongs to. (#3472)",
          "author_name": "DongJiBao2001",
          "author_login": "DongJiBao2001",
          "committed_at": "2026-07-21T07:46:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e705507af044e53e517d85e601cb55f12f3ab78",
          "body": "* feat(quota): add storage quota enforcement\n\n* feat(quota): add quota management interface and warnings\n\n* :bug: developer warning depressed\n\n* feat(quota): enforce platform tenant allocation\n\n* fix: preserve quota patch field semantics\n\n* test: include quota coverage in CI suite\n\n* test: cover quota platform edge cases\n\n* fix: localize quota allocation conflicts\n\n* feat: refine platform quota overview layout\n\n* fix: restore platform quota panel scrolling",
          "is_bot": false,
          "headline": "feat: knowledgebase capacity quota and warning (#3451)",
          "author_name": "MoeexT",
          "author_login": "MoeexT",
          "committed_at": "2026-07-21T06:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea3fd0711fb21310374b89737c7061f6777a1c58",
          "body": "* Feat: Add northbound API for agent detail retrieval\n\n* fix ut\n\n* add ut",
          "is_bot": false,
          "headline": "Feat: Add northbound API for agent detail retrieval (#3466)",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-20T12:57:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca8cb2c542fa43d47100dc4d0e3a336b16600ee9",
          "body": "* Feat: Allow setting agent as main agent via configuration\n\n* fix ut",
          "is_bot": false,
          "headline": "✨ Feat: Allow setting agent as main agent via configuration (#3461)",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-20T12:57:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a3ddfdab3697b9b84bf0becb17fac6b40d13302",
          "body": "* feat: implement agent automation features including task management and proposal handling\n\n* feat: implement agent automation features including task management and proposal handling\n\n* feat: refine automation instruction prompts to enhance clarity and intent preservation\n\n* feat: enhance automati\n[…]\ntom date-time picker for automation proposals and refactor related components\n\n* test(agent): improve automation patch coverage\n\n* feat: add turn resource command handling and automation task creation",
          "is_bot": false,
          "headline": "Add agent automation task capability (#3439)",
          "author_name": "Dallas98",
          "author_login": "Dallas98",
          "committed_at": "2026-07-20T12:40:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "44d1caf641613bd96ebb5e809f1870a428ea7ec0",
          "body": "…tion buttons (#3438)",
          "is_bot": false,
          "headline": "♻️ refactor: remove unused AppConfigSection and refit model config ac…",
          "author_name": "Jinyu Z",
          "author_login": "ayiya12",
          "committed_at": "2026-07-20T01:57:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bf43341a9d258fad02e9c885d9675b8f210ccae",
          "body": null,
          "is_bot": false,
          "headline": "Improve MCP add error messages (#3448)",
          "author_name": "gjc199",
          "author_login": "gjc199",
          "committed_at": "2026-07-20T01:29:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb7b745ef68919fc87e30b17871f458767606001",
          "body": "…ing file analysis in the session. (#3454)",
          "is_bot": false,
          "headline": "♻️ Refactor: Fixed an issue where JSON analysis was not supported dur…",
          "author_name": "panyehong",
          "author_login": "YehongPan",
          "committed_at": "2026-07-20T01:18:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9af00c00715dec5b880830ca3e59d16323796595",
          "body": "…mas (#3446)\n\n* fix: add missing W1 capacity fields to ManageTenantModel request schemas\n\n* test: preserve capacity fields in manage model requests",
          "is_bot": false,
          "headline": "fix: add missing W1 capacity fields to ManageTenantModel request sche…",
          "author_name": "frr",
          "author_login": "wuyuanfr",
          "committed_at": "2026-07-17T06:17:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99a9d652f0c1505080f06907b3bd6c4ecec6280b",
          "body": "* fix reported issue regressions\n\n* test: cover issue permission checks\n\n* test: cover remaining knowledge permission branches\n\n* test: cover private permission fallback branch",
          "is_bot": false,
          "headline": "🐛 Bugfix: Fix issue:#3167, #2896, #3265, #2882 (#3441)",
          "author_name": "gjc199",
          "author_login": "gjc199",
          "committed_at": "2026-07-17T02:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "406e061b0e162c007d63bfe2860e70b509b799a4",
          "body": "The file was introduced in PR #3396 but remained empty (0 bytes)\nwith no content or references in docker-compose configs.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: remove empty docker/init.sql file (#3440)",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-16T08:42:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f5e18d2acd30970df265e7a504d3cc5d1f70026f",
          "body": "* fix skill creation stream parsing\n\n* fix copied skill repository publish\n\n* test skill stream and export edge cases\n\n* test remaining skill stream parser branches",
          "is_bot": false,
          "headline": "fix: skill summary  (#3430)",
          "author_name": "Summer-Si",
          "author_login": "Summer-Si",
          "committed_at": "2026-07-15T09:25:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "170216a5e955ac805178963ebba2fc49ac9b61a2",
          "body": "* feat: remove version number field from MCP edit modal\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n* 🐛 Fix: remove version badge from review center detail modal\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n* 🐛 Fix: add missing English translations for MCP page\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix: remove mcp version number (#3429)",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-15T07:34:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "48575bf9486baba541b630e19167891f724d521a",
          "body": null,
          "is_bot": false,
          "headline": "fix: MCP space - api and frontend bug fixes (#3427)",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-15T01:50:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5309caf5d49e18cc1416504410fd84853352dddf",
          "body": null,
          "is_bot": false,
          "headline": "Fix agent skill unselect persistence (#3426)",
          "author_name": "Summer-Si",
          "author_login": "Summer-Si",
          "committed_at": "2026-07-15T01:49:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fae07eeb8ea8b73773b4c20df7ae500cfbd8bb66",
          "body": "…9 (#3424)",
          "is_bot": false,
          "headline": "🐛 Fix sequence OWNED BY before table creation in migration v2.3.0_070…",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-14T07:33:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0983c9d8a05a891bc89ac4cb27278864cc5ebe2",
          "body": "…quests to frontend only (#3422)\n\n* Bugfix:add crypto.randomUUID() fallback in http\n\n* Bugfix: Update homepage redirect link\n\n* Refactor: Auto-create conversation when conversation_id is empty in agent/run\n\n* Bugfix: skip conversation auto-create in debug mode\n\n* 修复单元测试\n\n* 新增UT\n\n* 新增UT测试\n\n* 修改单元测试\n\n\n[…]\n token refresh requests to frontend only\"\n\nThis reverts commit fb7a2934a5bd6cce111f6b349b8190f52b177e04.\n\n* Bugfix: Disable Supabase auto refrsh token, restrict token refresh requests to frontend only",
          "is_bot": false,
          "headline": "Bugfix: Disable Supabase auto refrsh token, restrict token refresh re…",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-14T06:16:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a6892f9d2c82e3c5447b0a2947f61d84a6b7e64",
          "body": "* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* delete version\n\n* delete version\n\n* local mirror\n\n* 修复工具验证问题以及工具数量显示问题\n\n* 增加自定义外部市场mcp名称功能；\n增加mcp重复命名检查；\n\n* 增加工具数量更新功能\n\n* 增加工具数量更新功能\n\n* 修复仓库的工具数量显示问题；\n修复mcp删除bug\n\n* “我的”mcp“申请上架”逻辑问题\n\n* 修复“我的”mcp开发者显示问题；\n修复mcp删除后没有同步到智能体开发mcp列表问题；\n\n\n[…]\nGate\n\n* test case\n\n* 前端修改\n\n* 审核机制及表设计按照agent仓库修改\n\n* 审核机制及表设计按照agent仓库修改\n\n* test cases\n\n* test cases\n\n* test cases\n\n* test cases\n\n* bug fix\n\n* Delete k8s/helm/nexent/charts/nexent-common/files/init.sql",
          "is_bot": false,
          "headline": "fix: Clean up leftover file (#3421)",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-14T06:05:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cefad226490b948db96e0ed89b6d25b6497b3e61",
          "body": null,
          "is_bot": false,
          "headline": "fix: remove duplicate skill locale keys (#3423)",
          "author_name": "Summer-Si",
          "author_login": "Summer-Si",
          "committed_at": "2026-07-14T06:04:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "228f3d8da8917c01858a48ff0729ca84cdbedcc2",
          "body": "* fix: update skill repository action wording\n\n* fix: update skill repository action wording\n\n* fix: internationalize skill repository UI",
          "is_bot": false,
          "headline": "🐛 Bugfix: update skill repository action wording (#3418)",
          "author_name": "Summer-Si",
          "author_login": "Summer-Si",
          "committed_at": "2026-07-14T03:35:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8a3164dc3189ff3920445d5ef69b28ff41ce4d7",
          "body": null,
          "is_bot": false,
          "headline": "Bump version from v2.2.2 to v2.3.0",
          "author_name": "Dallas98",
          "author_login": "Dallas98",
          "committed_at": "2026-07-14T03:15:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baeff29ca1c0f2e74a66c3574b455c775df0a83d",
          "body": "…hunks listing and hybrid search endpoints(#3416)\n\n* feat: move /owner-manage left-nav from ASSET_OWNER to SU, add index chunks listing and hybrid search endpoints\n\n* feat: move /owner-manage left-nav from ASSET_OWNER to SU, add index chunks listing and hybrid search endpoints\n\n* feat: move /owner-manage left-nav from ASSET_OWNER to SU, add index chunks listing and hybrid search endpoints",
          "is_bot": false,
          "headline": "feat: move /owner-manage left-nav from ASSET_OWNER to SU, add index c…",
          "author_name": "Lifeng-Chen",
          "author_login": "Lifeng-Chen",
          "committed_at": "2026-07-14T03:09:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d661a6865d803072af06d4c17cfa8e29f3f73c11",
          "body": "…selected (#3415)",
          "is_bot": false,
          "headline": "🐛 Bugfix: Fix skill count display error when delete a skill has been …",
          "author_name": "WMC001",
          "author_login": "WMC001",
          "committed_at": "2026-07-14T02:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0070b9ebce63da06f01dffa67255ff97c7f14a9a",
          "body": "…r (#3396)\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* mcp web\n\n* delete version\n\n* delete version\n\n* local mirror\n\n* 修复工具验证问题以及工具数量显示问题\n\n* 增加自定义外部市场mcp名称功能；\n增加mcp重复命名检查；\n\n* 增加工具数量更新功能\n\n* 增加工具数量更新功能\n\n* 修复仓库的工具数量显示问题；\n修复mcp删除bug\n\n* “我的”mcp“申请上架”逻辑问题\n\n* 修复“我的”mcp开发者显示问题；\n修复mcp删除后没有同步到智能体\n[…]\nBACKEND_MAPPING.md\n\n* 更新测试用例\n\n* fix test case\n\n* Quality Gate\n\n* Quality Gate\n\n* test case\n\n* 前端修改\n\n* 审核机制及表设计按照agent仓库修改\n\n* 审核机制及表设计按照agent仓库修改\n\n* test cases\n\n* test cases\n\n* test cases\n\n* test cases",
          "is_bot": false,
          "headline": "✨ Feature: MCP market restructure — Repository, My MCPs, Review Cente…",
          "author_name": "Hankin",
          "author_login": "menglinghan",
          "committed_at": "2026-07-14T01:40:59Z",
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          "is_bot": false,
          "headline": "Add OAuth login mode config and forced redirect handling (#3414)",
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          "author_login": "hhhhsc701",
          "committed_at": "2026-07-14T01:40:11Z",
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          "body": "* Add skill repository backend APIs\n\n* Add skill repository frontend flow\n\n* Refine skill repository build UI\n\n* feat: add skill edit modal state\n\n* feat: improve skill repository copy, edit, and review flows\n\n* feat: refine agent config skill management\n\n* test: add skill repository coverage and re\n[…]\ne skill path test setup\n\n* test: cover skill update by id workflow\n\n* fix: resolve skill repository quality gate issues\n\n* fix: test\n\n---------\n\nCo-authored-by: sumi2234 <sumi2234@noreply.atomgit.com>",
          "is_bot": false,
          "headline": "✨ Feature: add skill repository lifecycle and management UI (#3393)",
          "author_name": "Summer-Si",
          "author_login": "Summer-Si",
          "committed_at": "2026-07-13T02:09:36Z",
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          "body": "* feat: 支持web config runtime northbound多副本\n\n* Use ReadWriteMany for Kubernetes persistence defaults\n\n* Normalize PR diff line endings\n\n* fix: 修复单测\n\n* Fix agent service unit test mocks\n\n* feat: 默认单实例\n\n* feat: 补充单测\n\n* feat: 补充单测\n\n* feat: enhance deployment options persistence and loading mechanism\n\n* feat: remove multi-replica mode references and improve error logging in northbound service\n\n---------\n\nCo-authored-by: root <root@DESKTOP-UARO3HF.localdomain>",
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          "headline": "支持web config runtime northbound多副本 (#3390)",
          "author_name": "hhhhsc701",
          "author_login": "hhhhsc701",
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          "headline": "fix context manager builtin tool context (#3401)",
          "author_name": "Jason Wang",
          "author_login": "JasonW404",
          "committed_at": "2026-07-13T01:42:06Z",
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          "body": "…s for the agent. (#3400)\n\n* ♻️ Refactor: Remove the limit on the maximum number of execution steps for the agent.\n\n* ♻️ Refactor: Remove the limit on the maximum number of execution steps for the agent.\n\n* ♻️ Refactor: Remove the limit on the maximum number of execution steps for the agent.",
          "is_bot": false,
          "headline": "♻️ Refactor: Remove the limit on the maximum number of execution step…",
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          "body": "* fix: persist conversation agent and verify jwt expiry\n\n* test: cover conversation agent and jwt expiry changes\n\n* fix: refresh published agents after deletion\n\n* 11",
          "is_bot": false,
          "headline": "🐛Bugfix: Persist conversation agent and verify jwt expiry (#3392)",
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          "headline": "Disable context component budget pruning (#3394)",
          "author_name": "Jason Wang",
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          "body": "…ly, if a model was selected and subsequently deleted, the agent would encounter runtime errors without any corresponding notification on the frontend. (#3397)\n\n* 🐛 Bugfix: Fixed an issue where deleted models could still be selected during debugging. + Internationalization loading description of too\n[…]\nissue with tools relying on large models: previously, if a model was selected and subsequently deleted, the agent would encounter runtime errors without any corresponding notification on the frontend.",
          "is_bot": false,
          "headline": "🐛 Bugfix: Fixed an issue with tools relying on large models: previous…",
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          "body": "* 🐛 BugFix: show name conflict error inline in knowledge base input (#3251)\n\nShow error message inline below input when KB name already exists, instead of relying on input status alone. Closes #3251.\n\n- Add nameStatus state + AlertCircle icon + error text\n- Change title bar alignment from items-cent\n[…]\nm UploadArea to DocumentList via prop\n\n* 🐛 BugFix: Improve responsive layout of knowledge base creation page (#3251)\n\n* fix: improve responsive layout and prevent overflow in knowledge base components",
          "is_bot": false,
          "headline": "🐛Bugfix: Fix responsive layout issues on knowledge base page (#3381)",
          "author_name": "Jinyu Z",
          "author_login": "ayiya12",
          "committed_at": "2026-07-09T11:53:36Z",
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          "body": "…s (#3367)\n\n* Release/v2.2.1 (#3269)\n\n* add_greeting_fields_to_agent-develop\n\n* feat(knowledge-base): add preserve_source_file and post-index source cleanup\n\nLet knowledge bases opt out of keeping uploaded MinIO copies after indexing\nwhile retaining Elasticsearch chunks for retrieval. Default behavi\n[…]\nnoreply.github.com>\nCo-authored-by: hhhhsc701 <56435672+hhhhsc701@users.noreply.github.com>\nCo-authored-by: Dallas98 <990259227@qq.com>\nCo-authored-by: frr <64584192+wuyuanfr@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(agent-repository): remove categories and allow custom emoji icon…",
          "author_name": "Lifeng-Chen",
          "author_login": "Lifeng-Chen",
          "committed_at": "2026-07-09T11:50:32Z",
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          "body": "…388)\n\n* Add image registry prefix support to offline deployment\n\n* Add image registry prefix support to offline deployment\n\n* 优化构建包\n\n* Support source-suffixed offline packages and configurable init image\n\n* k8s部分参数落盘\n\n* clean code\n\n---------\n\nCo-authored-by: hhhhsc <name>",
          "is_bot": false,
          "headline": "Add image registry prefix support and optimize offline deployment (#3…",
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          "author_login": "hhhhsc701",
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          "oid": "fcff4033980c362fac331b1bd2711ff862f6ae3b",
          "body": "* 🐛 Bugfix: remove irrational fallback index logic when accurate retrieved results not appeared in semantic retrieved results\n♻️ Skill now can read files directly with relative path\n\n* 🐛 Bugfix: remove irrational fallback index logic when accurate retrieved results not appeared in semantic retrieved\n[…]\n* 🐛 Bugfix: remove irrational fallback index logic when accurate retrieved results not appeared in semantic retrieved results\n♻️ Skill now can read files directly with relative path\n\n* 🧪 Add unit test",
          "is_bot": false,
          "headline": "♻️ Skill now can read files directly with relative path (#3384)",
          "author_name": "Xia Yichen",
          "author_login": "Jasonxia007",
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          "body": "* Release/v2.2.1 (#3269)\n\n* add_greeting_fields_to_agent-develop\n\n* feat(knowledge-base): add preserve_source_file and post-index source cleanup\n\nLet knowledge bases opt out of keeping uploaded MinIO copies after indexing\nwhile retaining Elasticsearch chunks for retrieval. Default behavior remains\np\n[…]\n56435672+hhhhsc701@users.noreply.github.com>\nCo-authored-by: Dallas98 <990259227@qq.com>\nCo-authored-by: frr <64584192+wuyuanfr@users.noreply.github.com>\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ragflow): add RAGFlow search tool (#3378)",
          "author_name": "jxl",
          "author_login": "jixiaolong",
          "committed_at": "2026-07-08T01:41:05Z",
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          "oid": "1bd2c1c6d3cea8e3a16c5d3d042ae5b975c799a6",
          "body": "* Use CCS tag for mainland pushes\n\n* Add no-cache support to image builds\n\n* Revamp rollout checksums for env and image changes\n\n* Add root build wrapper for image and package builds\n\n* Sync monitoring defaults and env generation\n\n* Harden monitoring deploy and uninstall cleanup\n\n* Unify monitoring \n[…]\nloy wrapper\n\n* Stop persisting appVersion in deployment config\n\n* Add defaults mode to deploy wrappers\n\n---------\n\nCo-authored-by: root <root@DESKTOP-UARO3HF.localdomain>\nCo-authored-by: hhhhsc <name>",
          "is_bot": false,
          "headline": "Enhance image builds and monitoring with no-cache and cleanup (#3344)",
          "author_name": "hhhhsc701",
          "author_login": "hhhhsc701",
          "committed_at": "2026-07-07T11:41:50Z",
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        {
          "oid": "5c7843268a905f9560e85f175ca6b7e28219ba27",
          "body": "* fix(context): use ContextManager uncompressed baseline for save% metric\n\nPreviously _last_uncompressed_est was set from input_messages which are\nalready compressed by prepare_step, making est_raw_i always equal est_i\nand save% structurally ~0%. Now pull the truly-uncompressed token count\nfrom Cont\n[…]\ns_with_cache_extra (Sonar S100)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: liudongfei <liudongfei4@huawei.com>",
          "is_bot": false,
          "headline": "Feat/opt agent context refactor v2 (#3383)",
          "author_name": "liudfgoo",
          "author_login": "liudfgoo",
          "committed_at": "2026-07-07T07:39:45Z",
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          "oid": "76bab69ab236543f358c15247ac4dbef0dd34c7c",
          "body": "…n agent/run (#3380)\n\n* Bugfix:add crypto.randomUUID() fallback in http\n\n* Bugfix: Update homepage redirect link\n\n* Refactor: Auto-create conversation when conversation_id is empty in agent/run\n\n* Bugfix: skip conversation auto-create in debug mode\n\n* 修复单元测试\n\n* 新增UT\n\n* 新增UT测试\n\n* 修改单元测试",
          "is_bot": false,
          "headline": "♻️ Refactor: Auto-create conversation when conversation_id is empty i…",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-07T03:20:38Z",
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          "body": "…dit fixes (#3355)\n\n* fix(model): stop sending hidden form.provider as modelFactory on single-add\n\nSingle-add mode has no provider dropdown — form.provider stays at its\nhidden default 'modelengine', which was forwarded as modelFactory to\nthe backend, overriding the Pydantic default 'OpenAI-API-Compa\n[…]\nix)\n- 'Use suggestion' button\n- fuzzy-match warning when canonical name not accepted\n\nWhen no suggestion is found, show a localized description instead of\nthe generic 'no additional details' fallback.",
          "is_bot": false,
          "headline": "🐛 Bugfix: W11 capacity suggestion for batch gear modals + model add/e…",
          "author_name": "frr",
          "author_login": "wuyuanfr",
          "committed_at": "2026-07-06T08:55:23Z",
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          "oid": "8eb94e6a4052f07e10e90a1fdc202de8a3982d98",
          "body": "[Specification Details]\n1. Standardizing the styling of debugging pop-ups in frontend tools.\n2. Tool debugging configuration parameters are retrieved from the store rather than from the API each time.",
          "is_bot": false,
          "headline": "🐛 Bugfix: Tool debugging bug fixes. (#3371)",
          "author_name": "panyehong",
          "author_login": "YehongPan",
          "committed_at": "2026-07-06T06:10:18Z",
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          "oid": "8fe1b067d3c7a723bc0f9611f1a47bd78ca968d8",
          "body": "* Bugfix:add crypto.randomUUID() fallback in http\n\n* Bugfix: Update homepage redirect link",
          "is_bot": false,
          "headline": "🐛 Bugfix: Update homepage redirect link (#3376)",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-06T03:10:01Z",
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          "body": "* feat: add conversation share\n\n* add ut test\n\n* add conversation share db tests\n\n* Fix share link copy fallback",
          "is_bot": false,
          "headline": "fix：Fix share link copy fallback (#3340)",
          "author_name": "gjc199",
          "author_login": "gjc199",
          "committed_at": "2026-07-06T02:17:21Z",
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          "body": "…ose#3188 (#3356)\n\n* ✨Feat：add prompt optimization\n\n* 🐛Bugfix: dockerbuild failed when running pipefail in python3_11\n\n* 🔨Optimize： Optimize prompt optimization display page and interaction methods\n\n* ✨Feat:add agent evaluator\n\n* 🐛Bugfix: fix fronted and report download\n\n* 🐛 Bugfix: Add xlrd depende\n[…]\nempotent script for improved installation simplicity and clarity. This includes the addition of evaluation tables and the pass_status column, ensuring all necessary structures are created in one step.",
          "is_bot": false,
          "headline": "✨Feat:Integrate openjiuwen's intelligent agent evaluation function cl…",
          "author_name": "DongJiBao2001",
          "author_login": "DongJiBao2001",
          "committed_at": "2026-07-03T02:50:01Z",
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        },
        {
          "oid": "8eae4ed9d08fffae152daceec2ea9e1a00fd85d1",
          "body": "…y tools (#3359)\n\n* 🐛 Bugfix: Guard memory_user_config against None in store/search memory tools\n\nAdd None checks before accessing memory_user_config attributes in\nStoreMemoryTool and SearchMemoryTool. When config is unavailable,\napply conservative default (agent_share_option='never') to prevent\nuni\n[…]\n_search_memory_tool: add None config, _run_coroutine tests\n- test_memory_config_service: add duplicate record cleanup tests\n- test_tool_configuration_service: add SYSTEM_MANAGED_TOOL_NAMES filter test",
          "is_bot": false,
          "headline": "🐛 Bugfix: Guard memory_user_config against None in store/search memor…",
          "author_name": "Jason Wang",
          "author_login": "JasonW404",
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          "is_bot": false,
          "headline": "Bugfix:add crypto.randomUUID() fallback in http (#3360)",
          "author_name": "xuyaqi",
          "author_login": "xuyaqist",
          "committed_at": "2026-07-02T09:47:40Z",
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          "oid": "d044b9660378bef0e166e1beecb4d9fce08f5fcf",
          "body": "…. (#3357)",
          "is_bot": false,
          "headline": "🐛 Bugfix: The backend setting for self-verification defaults to False…",
          "author_name": "panyehong",
          "author_login": "YehongPan",
          "committed_at": "2026-07-02T09:46:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "4e7d9fe15c78d85c732beb9fe06ac8d439e99327",
          "body": "* 🐛 Bugfix: Thinking content displays incorrectly after refreshing\n\n* 🧪 Add test files\n\n* 🧪 Add test files\n\n* 🧪 Add test files",
          "is_bot": false,
          "headline": "🐛 Bugfix: Thinking content displays incorrectly after refreshing (#3353)",
          "author_name": "Xia Yichen",
          "author_login": "Jasonxia007",
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          "oid": "45fa9c6857387491b663328cfb3d15a42c32779b",
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          "is_bot": false,
          "headline": "🐛 Bugfix: Fixed the logic for retrieving APP_VERSION. (#3354)",
          "author_name": "panyehong",
          "author_login": "YehongPan",
          "committed_at": "2026-07-02T03:42:23Z",
          "body_truncated": false,
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        {
          "oid": "599fbeb20e1841d8b5e83908982bdbd31d00b502",
          "body": "…Alibaba Bailian. (#3350)",
          "is_bot": false,
          "headline": "🐛 Bugfix: Fixed an issue with batch model addition and validation in …",
          "author_name": "panyehong",
          "author_login": "YehongPan",
          "committed_at": "2026-07-02T02:12:51Z",
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        {
          "oid": "10d9e745443e1a8979896e5d3206e77985fb25b5",
          "body": null,
          "is_bot": false,
          "headline": "Bump version from v2.2.1 to v2.2.2",
          "author_name": "Dallas98",
          "author_login": "Dallas98",
          "committed_at": "2026-07-01T08:52:49Z",
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        },
        {
          "oid": "664d72d9fe244ea541d309ec01e42cb2d2f4f92c",
          "body": "* 📝Doc:Refresh the dependency instructions for Python and Node.js in doc, and solve the issue of version drift in Node.js for pipeline CL and Docker\n\n* 📝Doc: update Python version in documentation to 3.11",
          "is_bot": false,
          "headline": "📝Doc：Refresh Python dependency instructions for doc (#3345)",
          "author_name": "DongJiBao2001",
          "author_login": "DongJiBao2001",
          "committed_at": "2026-07-01T07:13:51Z",
          "body_truncated": false,
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        },
        {
          "oid": "60eda2bc6eb841d906733531fdbb8e286d5c7c7d",
          "body": "…js in do…\" (#3342)\n\nThis reverts commit f606a0444a1770a137adb55a810e3635ad118bb2.",
          "is_bot": false,
          "headline": "Revert \"📝Doc:Refresh the dependency instructions for Python and Node.…",
          "author_name": "Dallas98",
          "author_login": "Dallas98",
          "committed_at": "2026-07-01T06:12:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "f606a0444a1770a137adb55a810e3635ad118bb2",
          "body": "…c, and solve the issue of version drift in Node.js for pipeline CL and Docker (#3341)",
          "is_bot": false,
          "headline": "📝Doc:Refresh the dependency instructions for Python and Node.js in do…",
          "author_name": "DongJiBao2001",
          "author_login": "DongJiBao2001",
          "committed_at": "2026-07-01T03:02:31Z",
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        {
          "oid": "9d1900a68ef01bfd085b0cfb588784ea74373627",
          "body": "- Add missing toolPool.group.mcp i18n key for en/zh locales\n- Wrap category labels with t() to properly translate i18n keys\n  instead of showing raw key strings\n- Disable 'Select Tools' button when no agent is selected\n- Group MCP tools by server name (usage) instead of all\n  falling into 'Other' category\n- Hide empty tool source tabs (e.g. LangChain with no tools)\n- Auto-switch to first available tab when active tab hidden\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 24% of commits",
                "points": 17,
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                  {
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              },
              {
                "key": "contributor_breadth",
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              {
                "key": "openssf_scorecard_contributors",
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          },
          {
            "key": "responsiveness",
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            "notes": [],
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                "key": "issue_resolution",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 28/30 approved changesets -- score normalized to 9",
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                "max_points": 15
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          },
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            "key": "stewardship",
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            "notes": [],
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              "followers": 851,
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              "is_verified": null,
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "851 followers of ModelEngine-Group",
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                  {
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "20 public repos, account ~1 yr old",
                "points": 12.5,
                "status": "partial",
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                  {
                    "code": "account_age_years",
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          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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              "ecosystems": "pypi",
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
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                "max_points": 35
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                "key": "version_history",
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                "detail": "active, not deprecated or yanked",
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                    "code": "ci_workflows",
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              {
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                "key": "openssf_scorecard_ci_tests",
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          {
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                "key": "topics",
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              {
                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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        "name": "Security",
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                "key": "branch_protection",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
                "status": "missed",
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                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
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              },
              {
                "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
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
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                "details": [],
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                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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                "key": "sast",
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                "key": "security_policy",
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                "detail": "security policy file detected",
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              {
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                "points": 0,
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                "details": [
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                    "code": "no_data",
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                "max_points": 7.5
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                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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          },
          {
            "key": "dependency_advisories",
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            "name": "Dependency advisories",
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            "notes": [
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                "code": "advisories_scope_published",
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              },
              {
                "code": "advisories_reachability",
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            ],
            "value": 54,
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              "source": "osv",
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "max_points": 35
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              {
                "key": "indirect_dependencies_free_of_known_advisories",
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                "status": "met",
                "details": [
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                ],
                "max_points": 25
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              {
                "key": "no_advisories_left_outstanding",
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                "max_points": 40
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          },
          {
            "key": "malicious_dependencies",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
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              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
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                "points": 100,
                "status": "met",
                "details": [
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                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
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        "metrics": [
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