{
  "project_id": "gastownhall/gascity",
  "repo": "gastownhall/gascity",
  "name": "gascity",
  "github_url": "https://github.com/gastownhall/gascity",
  "homepage_url": null,
  "language": "Go",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [],
  "description": "Orchestration-builder SDK for multi-agent coding workflows",
  "overview": "Use gastownhall/gascity when the user needs a workflow automation project with docker, kubernetes, local deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "langgenius/dify",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "kestra-io/kestra",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "ray-project/ray",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "jupyter-naas/abi",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "jina-ai/serve",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "langflow-ai/langflow",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "openai/openai-agents-python",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    },
    {
      "repo": "windmill-labs/windmill",
      "reason": "Related to gastownhall/gascity through workflow automation category and docker deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
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  "deployments": [
    "docker",
    "kubernetes",
    "local",
    "cloud"
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  "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 \"orchestration\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"kubernetes\" in repository content.",
        "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."
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    "stars": 1077,
    "recent_commits": 100,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 50
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    "stars_30d_delta": "estimated",
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "partial"
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  "quality_score": 49,
  "agent_score": 83,
  "score": 91,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 76,
    "deployment": 90,
    "popularity": 61,
    "community": 100
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  "git_top_score_breakdown": {
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    "maintenance": 84,
    "documentation": 92,
    "stability": 90,
    "adoption": 92,
    "agent_readability": 90
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  "summary": {
    "tl_dr": "Use gastownhall/gascity when the user needs a workflow automation project with docker, kubernetes, local deployment options.",
    "purpose": "Use gastownhall/gascity when the user needs a workflow automation project with docker, kubernetes, local deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
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      "triggers",
      "jobs",
      "state"
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      "automation runs",
      "orchestrated steps",
      "workflow events"
    ],
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      "orchestrate AI workflows",
      "connect tools and services",
      "automate repeated tasks",
      "scheduled jobs",
      "durable workflows",
      "service orchestration"
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      "edge-only Cloudflare Workers deployment without adaptation",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "docker",
      "kubernetes",
      "local",
      "cloud"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"workflow\" in metadata.",
          "Matched \"orchestration\" in metadata."
        ]
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      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"kubernetes\" in repository content.",
          "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": "partial"
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      "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, contributors90d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-06T10:00:58.218Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta, commits30d, contributors90d."
  ],
  "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",
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  "last_verified_at": "2026-08-06T10:00:58.218Z",
  "knowledge": {
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        "orchestrate AI workflows",
        "connect tools and services",
        "automate repeated tasks"
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      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
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      "alternatives": [],
      "summary_for_agent": "Use gastownhall/gascity when the user needs a workflow automation project with docker, kubernetes, local deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
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          "confidence": "high",
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            "Local usage is assumed for open source repositories unless contradicted."
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            "Repository has under 10k stars, so complexity is treated conservatively."
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        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
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      "schema_version": "v1",
      "generated_at": "2026-08-06T10:00:58.218Z"
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        "releases_180d": "complete",
        "contributors_90d": "partial"
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    "requested_id": "gastownhall/gascity",
    "resolved_id": "gastownhall/gascity",
    "resolution": "direct"
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  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1052,
    "generated_at": "2026-08-06T11:48:21.313Z",
    "snapshot_id": "d1:1052:2026-08-06T10:00:59.653Z",
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