{
  "project_id": "generalaction/emdash",
  "repo": "generalaction/emdash",
  "name": "emdash",
  "github_url": "https://github.com/generalaction/emdash",
  "homepage_url": "https://emdash.sh",
  "language": "TypeScript",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "coding_agent"
  ],
  "tags": [
    "agenticdevelopment",
    "agenticdevelopmentenvironment",
    "ai",
    "claude-code",
    "cli",
    "coding-agents",
    "codingagents",
    "containerization",
    "docker",
    "gitworktrees",
    "jira",
    "linear",
    "llm",
    "openai",
    "opensource",
    "orchestration",
    "parallel-agents",
    "parallelexecution",
    "terminal"
  ],
  "description": "Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding agents in parallel. Use any provider.",
  "overview": "Use generalaction/emdash when the user needs a coding agent project with docker, local, cloud deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "agentforce314/clawcodex",
      "reason": "Related to generalaction/emdash through coding agent category and local deployment."
    },
    {
      "repo": "mixpeek/amux",
      "reason": "Related to generalaction/emdash through coding agent category and docker deployment."
    },
    {
      "repo": "plandex-ai/plandex",
      "reason": "Related to generalaction/emdash through coding agent category and docker deployment."
    },
    {
      "repo": "askalf/dario",
      "reason": "Related to generalaction/emdash through coding agent category and docker deployment."
    },
    {
      "repo": "OpenHands/OpenHands",
      "reason": "Related to generalaction/emdash through coding agent category and docker deployment."
    },
    {
      "repo": "gi-dellav/zerostack",
      "reason": "Related to generalaction/emdash through coding agent category and local deployment."
    },
    {
      "repo": "langchain-ai/open-swe",
      "reason": "Related to generalaction/emdash through coding agent category and docker deployment."
    },
    {
      "repo": "esengine/DeepSeek-Reasonix",
      "reason": "Related to generalaction/emdash through coding agent category and local deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "build AI coding assistants",
    "automate developer workflows",
    "integrate codebase-aware agents"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"coding agent\" in metadata.",
        "Matched \"ide\" 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": "low",
      "evidence": [
        "No Cloudflare deployment signal detected."
      ]
    }
  },
  "quality_signals": {
    "stars": 5088,
    "recent_commits": 100,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 87
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 57,
  "agent_score": 83,
  "score": 91,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 76,
    "deployment": 80,
    "popularity": 74,
    "community": 100
  },
  "git_top_score": 91,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 84,
    "documentation": 84,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use generalaction/emdash when the user needs a coding agent project with docker, local, cloud deployment options.",
    "purpose": "Use generalaction/emdash when the user needs a coding agent project with docker, local, cloud deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "coding task",
      "repo context",
      "tool permissions"
    ],
    "outputs": [
      "code changes",
      "patches",
      "developer assistant actions"
    ],
    "good_for": [
      "build AI coding assistants",
      "automate developer workflows",
      "integrate codebase-aware agents",
      "software engineering tasks",
      "code editing",
      "repo automation"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "static documentation sites",
      "non-code workflows"
    ],
    "deployment": [
      "docker",
      "local",
      "cloud"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"coding agent\" in metadata.",
          "Matched \"ide\" 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": "low",
        "evidence": [
          "No Cloudflare deployment signal detected."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "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",
      "Low-confidence classification fields: cloudflareReady.",
      "Partial or estimated quality signals: stars30dDelta, commits30d, contributors90d."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-07-07T21:01:06.443Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Low-confidence classification fields: cloudflareReady.",
    "Partial or estimated quality signals: stars30dDelta, commits30d, contributors90d."
  ],
  "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
  "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": "2026-07-07T21:01:06.443Z",
  "knowledge": {
    "project": {
      "id": "generalaction/emdash",
      "owner": "generalaction",
      "name": "emdash",
      "full_name": "generalaction/emdash",
      "github_url": "https://github.com/generalaction/emdash",
      "homepage_url": "https://emdash.sh",
      "description": "Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding agents in parallel. Use any provider.",
      "language": "TypeScript",
      "topics": [
        "agenticdevelopment",
        "agenticdevelopmentenvironment",
        "ai",
        "claude-code",
        "cli",
        "coding-agents",
        "codingagents",
        "containerization",
        "docker",
        "gitworktrees",
        "jira",
        "linear",
        "llm",
        "openai",
        "opensource",
        "orchestration",
        "parallel-agents",
        "parallelexecution",
        "terminal"
      ],
      "license": "Apache-2.0",
      "stars": 5088,
      "forks": 525,
      "open_issues": 122,
      "default_branch": "main",
      "created_at": "2025-08-28T07:19:57Z",
      "updated_at": "2026-07-07T20:19:55Z",
      "pushed_at": "2026-07-07T20:58:10Z",
      "synced_at": "2026-07-07T21:01:06.443Z"
    },
    "agent_card": {
      "project_id": "generalaction/emdash",
      "project_kind": "project",
      "category": "coding_agent",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "build AI coding assistants",
        "automate developer workflows",
        "integrate codebase-aware agents"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [],
      "summary_for_agent": "Use generalaction/emdash when the user needs a coding agent project with docker, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"coding agent\" in metadata.",
            "Matched \"ide\" 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": "low",
          "evidence": [
            "No Cloudflare deployment signal detected."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-07T21:01:06.443Z"
    },
    "metrics": {
      "project_id": "generalaction/emdash",
      "stars_30d_delta": 488,
      "commits_30d": 100,
      "releases_180d": 87,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 57,
      "maintenance_score": 76,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "calculated_at": "2026-07-07T21:01:06.443Z"
    }
  },
  "resolved_from": {
    "requested_id": "generalaction/emdash",
    "resolved_id": "generalaction/emdash",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 878,
    "generated_at": "2026-07-09T01:18:44.235Z",
    "loaded_project_limit": 2000,
    "truncated": false
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}