{
  "project_id": "alfredxw/denova",
  "repo": "alfredxw/denova",
  "name": "denova",
  "github_url": "https://github.com/alfredxw/denova",
  "homepage_url": null,
  "language": "Go",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "agent",
    "ai-agents",
    "ai-tools",
    "ide",
    "novel"
  ],
  "description": "An AI creative platform for novel writing and AI generated RPG, with built-in support for AI agents, Skills, subagent workflows, automations, image generation, and version control. 一个面向小说创作与 AI 角色扮演游戏的 AI 创作平台，内置支持 AI Agents、Skills、Subagent Workflows、Automations、图像自动生成与项目版本管理等核心能力",
  "overview": "Use alfredxw/denova when the user needs a workflow automation project with local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "langgenius/dify",
      "reason": "Same workflow automation intent with workflow overlap."
    },
    {
      "repo": "kestra-io/kestra",
      "reason": "Same workflow automation intent with workflow overlap."
    },
    {
      "repo": "google/adk-java",
      "reason": "Same workflow automation intent with workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "DekaPrayoga/AurixAgent",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "hexabot-ai/Hexabot",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "microsoft/agent-framework",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "deepfounder-ai/castor",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "openai/openai-agents-python",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "test-zeus-ai/testzeus-hercules",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "steel-dev/steel-browser",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    },
    {
      "repo": "ionclaw-org/ionclaw",
      "reason": "Related to alfredxw/denova through workflow automation category and local deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "orchestrate AI workflows",
    "connect tools and services",
    "automate repeated tasks"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"workflow\" in metadata.",
        "Matched \"automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "medium",
      "evidence": [
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 594,
    "recent_commits": 85,
    "contributors": 12,
    "issue_response_time_hours": null,
    "release_frequency_180d": 18
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  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 40,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 35,
  "agent_score": 67,
  "score": 89,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 57,
    "deployment": 70,
    "popularity": 55,
    "community": 57
  },
  "git_top_score": 89,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 71,
    "documentation": 84,
    "stability": 100,
    "adoption": 81,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use alfredxw/denova when the user needs a workflow automation project with local, cloud deployment options.",
    "purpose": "Use alfredxw/denova when the user needs a workflow automation project with local, cloud deployment options.",
    "install": "Use the workflow engine or automation deployment instructions in the README.",
    "inputs": [
      "triggers",
      "jobs",
      "state"
    ],
    "outputs": [
      "automation runs",
      "orchestrated steps",
      "workflow events"
    ],
    "good_for": [
      "orchestrate AI workflows",
      "connect tools and services",
      "automate repeated tasks",
      "scheduled jobs",
      "durable workflows",
      "service orchestration"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "langgenius/dify",
        "reason": "Same workflow automation intent with workflow overlap."
      },
      {
        "repo": "kestra-io/kestra",
        "reason": "Same workflow automation intent with workflow overlap."
      },
      {
        "repo": "google/adk-java",
        "reason": "Same workflow automation intent with workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"workflow\" in metadata.",
          "Matched \"automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "medium",
        "evidence": [
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 40,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation"
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-10T23:00:56.432Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-08-10T23:00:56.432Z",
  "knowledge": {
    "project": {
      "id": "alfredxw/denova",
      "owner": "alfredxw",
      "name": "denova",
      "full_name": "alfredxw/denova",
      "github_url": "https://github.com/alfredxw/denova",
      "homepage_url": null,
      "description": "An AI creative platform for novel writing and AI generated RPG, with built-in support for AI agents, Skills, subagent workflows, automations, image generation, and version control. 一个面向小说创作与 AI 角色扮演游戏的 AI 创作平台，内置支持 AI Agents、Skills、Subagent Workflows、Automations、图像自动生成与项目版本管理等核心能力",
      "language": "Go",
      "topics": [
        "agent",
        "ai-agents",
        "ai-tools",
        "ide",
        "novel"
      ],
      "license": "Apache-2.0",
      "stars": 594,
      "forks": 107,
      "open_issues": 9,
      "default_branch": "master",
      "created_at": "2026-05-19T09:56:12Z",
      "updated_at": "2026-08-10T15:44:20Z",
      "pushed_at": "2026-08-09T16:18:14Z",
      "synced_at": "2026-08-10T23:00:56.432Z"
    },
    "agent_card": {
      "project_id": "alfredxw/denova",
      "project_kind": "project",
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      "cloudflare_ready": false,
      "use_cases": [
        "orchestrate AI workflows",
        "connect tools and services",
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      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
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      "alternatives": [
        {
          "project_id": "langgenius/dify",
          "reason": "Same workflow automation intent with workflow overlap."
        },
        {
          "project_id": "kestra-io/kestra",
          "reason": "Same workflow automation intent with workflow overlap."
        },
        {
          "project_id": "google/adk-java",
          "reason": "Same workflow automation intent with workflow overlap."
        }
      ],
      "summary_for_agent": "Use alfredxw/denova when the user needs a workflow automation project with local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"workflow\" in metadata.",
            "Matched \"automation\" in metadata."
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        "deployment": {
          "confidence": "medium",
          "evidence": [
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-10T23:00:56.432Z"
    },
    "metrics": {
      "project_id": "alfredxw/denova",
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      "commits_30d": 85,
      "releases_180d": 18,
      "contributors_90d": 12,
      "issue_first_response_median_hours": null,
      "recent_push_days": 1,
      "git_score": 35,
      "maintenance_score": 57,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 40,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-08-10T23:00:56.432Z"
    }
  },
  "resolved_from": {
    "requested_id": "alfredxw/denova",
    "resolved_id": "alfredxw/denova",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
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    "project_count": 1142,
    "generated_at": "2026-08-16T23:39:22.321Z",
    "snapshot_id": "d1:1142:2026-08-16T23:30:23.701Z",
    "latest_synced_at": "2026-08-16T23:30:23.701Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
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}