{
  "project_id": "tmseidel/ai-git-bot",
  "repo": "tmseidel/ai-git-bot",
  "name": "ai-git-bot",
  "github_url": "https://github.com/tmseidel/ai-git-bot",
  "homepage_url": "https://gitbot.eu",
  "language": "Java",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "ai",
    "ai-tools",
    "anthropic",
    "automation",
    "bitbucket",
    "bot",
    "chatbot",
    "code-review",
    "devops",
    "gitea",
    "github",
    "gitlab",
    "java",
    "llama-cpp",
    "llm",
    "ollama",
    "openai",
    "pull-request",
    "self-hosted",
    "spring-boot"
  ],
  "description": "The self-hosted AI workflow automation platform for Git repositories.",
  "overview": "Use tmseidel/ai-git-bot when the user needs a workflow automation project with docker, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "kestra-io/kestra",
      "reason": "Same workflow automation intent with workflow overlap."
    },
    {
      "repo": "langgenius/dify",
      "reason": "Same workflow automation intent with workflow overlap."
    },
    {
      "repo": "conductor-oss/conductor",
      "reason": "Same workflow automation intent with workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "hexabot-ai/Hexabot",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "GautamVhavle/CatGPT-Gateway",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "nottelabs/notte",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "vmDeshpande/ai-agent-automation",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "uptonking/note4yaoo",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "Skyvern-AI/skyvern",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    },
    {
      "repo": "agent-sh/agentsys",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and local deployment."
    },
    {
      "repo": "Dong90/oh-my-taiyiforge",
      "reason": "Related to tmseidel/ai-git-bot through workflow automation category and docker deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "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": "high",
      "evidence": [
        "Found Docker configuration file.",
        "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": 118,
    "recent_commits": 100,
    "contributors": 7,
    "issue_response_time_hours": null,
    "release_frequency_180d": 14
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 31,
  "agent_score": 65,
  "score": 83,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 58,
    "deployment": 80,
    "popularity": 41,
    "community": 52
  },
  "git_top_score": 83,
  "git_top_score_breakdown": {
    "community": 84,
    "maintenance": 71,
    "documentation": 84,
    "stability": 100,
    "adoption": 59,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use tmseidel/ai-git-bot when the user needs a workflow automation project with docker, local, cloud deployment options.",
    "purpose": "Use tmseidel/ai-git-bot when the user needs a workflow automation project with docker, local, cloud deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "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": [
      "docker",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "kestra-io/kestra",
        "reason": "Same workflow automation intent with workflow overlap."
      },
      {
        "repo": "langgenius/dify",
        "reason": "Same workflow automation intent with workflow overlap."
      },
      {
        "repo": "conductor-oss/conductor",
        "reason": "Same workflow automation intent with workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"workflow\" in metadata.",
          "Matched \"automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "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": "estimated",
      "commits_30d": "partial",
      "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",
      "Partial or estimated quality signals: stars30dDelta, commits30d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-12T12:01:10.060Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta, commits30d."
  ],
  "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": "2026-07-12T12:01:10.060Z",
  "knowledge": {
    "project": {
      "id": "tmseidel/ai-git-bot",
      "owner": "tmseidel",
      "name": "ai-git-bot",
      "full_name": "tmseidel/ai-git-bot",
      "github_url": "https://github.com/tmseidel/ai-git-bot",
      "homepage_url": "https://gitbot.eu",
      "description": "The self-hosted AI workflow automation platform for Git repositories.",
      "language": "Java",
      "topics": [
        "ai",
        "ai-tools",
        "anthropic",
        "automation",
        "bitbucket",
        "bot",
        "chatbot",
        "code-review",
        "devops",
        "gitea",
        "github",
        "gitlab",
        "java",
        "llama-cpp",
        "llm",
        "ollama",
        "openai",
        "pull-request",
        "self-hosted",
        "spring-boot"
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      "license": "MIT",
      "stars": 118,
      "forks": 23,
      "open_issues": 9,
      "default_branch": "main",
      "created_at": "2026-03-31T17:04:19Z",
      "updated_at": "2026-07-11T22:18:36Z",
      "pushed_at": "2026-07-11T22:17:20Z",
      "synced_at": "2026-07-12T12:01:10.060Z"
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      "project_id": "tmseidel/ai-git-bot",
      "project_kind": "project",
      "category": "workflow_automation",
      "difficulty": "beginner",
      "deployment": [
        "docker",
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      "use_cases": [
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        "connect tools and services",
        "automate repeated tasks"
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      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [
        {
          "project_id": "kestra-io/kestra",
          "reason": "Same workflow automation intent with workflow overlap."
        },
        {
          "project_id": "langgenius/dify",
          "reason": "Same workflow automation intent with workflow overlap."
        },
        {
          "project_id": "conductor-oss/conductor",
          "reason": "Same workflow automation intent with workflow overlap."
        }
      ],
      "summary_for_agent": "Use tmseidel/ai-git-bot when the user needs a workflow automation project with docker, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"workflow\" in metadata.",
            "Matched \"automation\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "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": "2026-07-12T12:01:10.060Z"
    },
    "metrics": {
      "project_id": "tmseidel/ai-git-bot",
      "stars_30d_delta": 35,
      "commits_30d": 100,
      "releases_180d": 14,
      "contributors_90d": 7,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 31,
      "maintenance_score": 58,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-12T12:01:10.060Z"
    }
  },
  "resolved_from": {
    "requested_id": "tmseidel/ai-git-bot",
    "resolved_id": "tmseidel/ai-git-bot",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 920,
    "generated_at": "2026-07-12T20:13:12.449Z",
    "snapshot_id": "d1:920:2026-07-12T19:01:03.592Z",
    "latest_synced_at": "2026-07-12T19:01:03.592Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}