{
  "project_id": "citrolabs/ego-lite",
  "repo": "citrolabs/ego-lite",
  "name": "ego-lite",
  "github_url": "https://github.com/citrolabs/ego-lite",
  "homepage_url": "https://lite.ego.app",
  "language": "JavaScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "browser_agent"
  ],
  "tags": [
    "agent-skills",
    "ai-agent",
    "automation",
    "browser",
    "browser-automation",
    "claude-code",
    "codex",
    "hermes-agent",
    "skills",
    "skills-sh"
  ],
  "description": "The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.",
  "overview": "Use citrolabs/ego-lite when the user needs a browser agent project with vercel, serverless, local deployment options.",
  "alternatives": [
    {
      "repo": "vercel-labs/agent-browser",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "jo-inc/camofox-browser",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "jackwener/OpenCLI",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "nanobrowser/nanobrowser",
      "reason": "Related to citrolabs/ego-lite through browser agent category and local deployment."
    },
    {
      "repo": "fitchmultz/pi-agent-browser-native",
      "reason": "Related to citrolabs/ego-lite through browser agent category and vercel deployment."
    },
    {
      "repo": "justrach/kuri",
      "reason": "Related to citrolabs/ego-lite through browser agent category and vercel deployment."
    },
    {
      "repo": "vercel/chatbot",
      "reason": "Related to citrolabs/ego-lite through browser agent category and vercel deployment."
    },
    {
      "repo": "browser-use/bux",
      "reason": "Related to citrolabs/ego-lite through browser agent category and local deployment."
    },
    {
      "repo": "jackwener/OpenCLI",
      "reason": "Related to citrolabs/ego-lite through browser agent category and vercel deployment."
    },
    {
      "repo": "kunchenguid/chrome-devtools-axi",
      "reason": "Related to citrolabs/ego-lite through browser agent category and vercel deployment."
    },
    {
      "repo": "browser-act/skills",
      "reason": "Related to citrolabs/ego-lite through browser agent category and local deployment."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "vercel",
    "serverless",
    "local"
  ],
  "difficulty": "intermediate",
  "cloudflare_ready": false,
  "use_cases": [
    "build browser automation agents",
    "operate web tasks with LLMs",
    "test web workflows"
  ],
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    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"browser automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"vercel\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "No strong beginner or advanced signal found; defaulting to intermediate."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 15303,
    "recent_commits": 12,
    "contributors": 7,
    "issue_response_time_hours": null,
    "release_frequency_180d": 12
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 31,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 62,
  "agent_score": 70,
  "score": 86,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 45,
    "deployment": 80,
    "popularity": 84,
    "community": 52
  },
  "git_top_score": 86,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 52,
    "documentation": 84,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-08T13:01:03.829Z",
    "signals": {
      "activity": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
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      },
      "license": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.license"
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      "documentation": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.description"
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      "runtime": {
        "status": "inferred",
        "source": "git_top_heuristic",
        "evidence": [
          "agent_card.deployment",
          "agent_card.cloudflare_ready"
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      },
      "install": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "installation/build probe is not enabled"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "project is not classified as mcp_server"
        ]
      }
    },
    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 2,
      "unknown": 0
    },
    "next_steps": [
      "Run an installation/build probe before production adoption.",
      "Run a dependency and security scan before treating the score as a trust claim."
    ]
  },
  "summary": {
    "tl_dr": "Use citrolabs/ego-lite when the user needs a browser agent project with vercel, serverless, local deployment options.",
    "purpose": "Use citrolabs/ego-lite when the user needs a browser agent project with vercel, serverless, local deployment options.",
    "install": "Run the browser agent with the setup described in the repository README.",
    "inputs": [
      "URL or page task",
      "browser session",
      "navigation constraints"
    ],
    "outputs": [
      "browser actions",
      "page state",
      "extracted data"
    ],
    "good_for": [
      "build browser automation agents",
      "operate web tasks with LLMs",
      "test web workflows",
      "web automation",
      "browser tasks",
      "UI-driven workflows"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "backend-only jobs",
      "offline batch processing"
    ],
    "deployment": [
      "vercel",
      "serverless",
      "local"
    ],
    "alternatives": [
      {
        "repo": "vercel-labs/agent-browser",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "jo-inc/camofox-browser",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "jackwener/OpenCLI",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"browser automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "No strong beginner or advanced signal found; defaulting to intermediate."
        ]
      },
      "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": 31,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-08T13:01:03.829Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.pushed_at",
            "metrics.recent_push_days"
          ]
        },
        "license": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.license"
          ]
        },
        "documentation": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.description"
          ]
        },
        "runtime": {
          "status": "inferred",
          "source": "git_top_heuristic",
          "evidence": [
            "agent_card.deployment",
            "agent_card.cloudflare_ready"
          ]
        },
        "install": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "installation/build probe is not enabled"
          ]
        },
        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
          ]
        },
        "mcp": {
          "status": "not_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "project is not classified as mcp_server"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 2,
        "unknown": 0
      },
      "next_steps": [
        "Run an installation/build probe before production adoption.",
        "Run a dependency and security scan before treating the score as a trust claim."
      ]
    },
    "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",
      "verification.signals"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-09-08T13:01:03.829Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "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": "2026-09-08T13:01:03.829Z",
  "knowledge": {
    "project": {
      "id": "citrolabs/ego-lite",
      "owner": "citrolabs",
      "name": "ego-lite",
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      "homepage_url": "https://lite.ego.app",
      "description": "The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.",
      "language": "JavaScript",
      "topics": [
        "agent-skills",
        "ai-agent",
        "automation",
        "browser",
        "browser-automation",
        "claude-code",
        "codex",
        "hermes-agent",
        "skills",
        "skills-sh"
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      "license": "MIT",
      "stars": 15303,
      "forks": 797,
      "open_issues": 162,
      "default_branch": "main",
      "created_at": "2026-04-16T12:51:09Z",
      "updated_at": "2026-09-08T12:48:48Z",
      "pushed_at": "2026-09-08T12:09:50Z",
      "synced_at": "2026-09-08T13:01:03.829Z"
    },
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      "project_id": "citrolabs/ego-lite",
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          "project_id": "vercel-labs/agent-browser",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
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        {
          "project_id": "jo-inc/camofox-browser",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "jackwener/OpenCLI",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
        }
      ],
      "summary_for_agent": "Use citrolabs/ego-lite when the user needs a browser agent project with vercel, serverless, local deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"browser automation\" in metadata."
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          "confidence": "high",
          "evidence": [
            "Matched \"vercel\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
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        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "No strong beginner or advanced signal found; defaulting to intermediate."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
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      "schema_version": "v1",
      "generated_at": "2026-09-08T13:01:03.829Z"
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      "project_id": "citrolabs/ego-lite",
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      "commits_30d": 12,
      "releases_180d": 12,
      "contributors_90d": 7,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 62,
      "maintenance_score": 45,
      "signal_confidence": {
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        "stars30d_window_days": 31,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
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    "requested_id": "citrolabs/ego-lite",
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