MisakaNet/data/okf-test/lessons.json at v2.12.2 · ghzhost/MisakaNet · GitHub

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[
  {
    "type": "lesson",
    "title": "Auto-Merge CI Pipeline — DCO, Quality Score, Shadow Branch, Dynamic Deps, Auto-Merge",
    "description": "Manual merge is the bottleneck in zero-bounty open-source workflows. Maintainers must review every PR, click merge, post thank-you comments — repetitive work that doesn't scale when AI agents submit P...",
    "tags": [
      "github-actions",
      "ci",
      "auto-merge",
      "shadow-branch",
      "quality-score",
      "ai-agent",
      "fork-pr"
    ],
    "timestamp": "2026-06-10 00:00:00 UTC",
    "domain": "devops",
    "source": "codewhale",
    "status": "published",
    "path": "lessons\\core\\auto-merge-ci-pipeline.md",
    "verified_date": "2026-06-10",
    "domain_expert": "codewhale"
  },
  {
    "type": "lesson",
    "title": "AI Agent Contributor Engagement — Lightweight Retention Strategy",
    "description": "AI Agent 贡献者（尤其是零赏金模式下的）比人类贡献者更容易流失。Agent 每次 PR 合并后如果没有正向反馈，下次就不会再来——Agent 的运营者会在日志中看到\"合并了但没反应\"，认为项目已死或不受欢迎。",
    "tags": [
      "open-source",
      "community",
      "contributor-retention",
      "ai-agent",
      "misakanet",
      "social"
    ],
    "timestamp": "2026-06-10 00:00:00 UTC",
    "domain": "devops",
    "source": "codewhale",
    "status": "published",
    "path": "lessons\\core\\contributor-engagement-retention.md",
    "verified_date": "2026-06-10",
    "domain_expert": "codewhale"
  },
  {
    "type": "lesson",
    "title": "DCO Auto-Fix Workflow — /fix-dco Command Design & Implementation",
    "description": "贡献者提交 PR 后 DCO（Signed-off-by）检查失败是最常见的阻塞原因之一。尤其是 AI Agent 自动提交的 PR，经常缺签。需要在 PR 评论区提供一键自动修复能力。",
    "tags": [
      "github-actions",
      "dco",
      "signoff",
      "issue_comment",
      "auto-fix",
      "fork-pr",
      "plan-b",
      "supply-chain"
    ],
    "timestamp": "2026-06-13 00:00:00 UTC",
    "domain": "devops",
    "source": "codewhale",
    "status": "published",
    "path": "lessons\\core\\dco-auto-fix-workflow.md",
    "verified_date": "2026-06-14",
    "domain_expert": "codewhale"
  },
  {
    "type": "lesson",
    "title": "PR Cleanup SOP — Stale/Duplicate/Resolved PR Disposition",
    "description": "开放 PR 堆积会消耗维护者心力。AI Agent 提交 PR 的高频场景下，重复/过时/已解决 PR 尤其常见。需要一套系统化的处置策略。",
    "tags": [
      "github-actions",
      "pr-management",
      "cleanup",
      "maintenance",
      "sop"
    ],
    "timestamp": "2026-06-13 00:00:00 UTC",
    "domain": "devops",
    "source": "codewhale",
    "status": "published",
    "path": "lessons\\core\\pr-cleanup-sop.md",
    "verified_date": "2026-06-13",
    "domain_expert": "codewhale"
  },
  {
    "type": "lesson",
    "title": "PR Welcome Not Triggering — author_association NONE vs FIRST_TIMER Trap",
    "description": "首次贡献者提交 PR 后，`pr-welcome.yml`（使用 `pull_request_target` 事件）状态显示 **Skipped**，欢迎评论未发出。",
    "tags": [
      "github-actions",
      "pull_request_target",
      "author_association",
      "first-time-contributor",
      "welcome",
      "debug"
    ],
    "timestamp": "2026-06-13 00:00:00 UTC",
    "domain": "devops",
    "source": "codewhale",
    "status": "published",
    "path": "lessons\\core\\pull-request-welcome-trigger-trap.md",
    "verified_date": "2026-06-13",
    "domain_expert": "codewhale"
  }
]