{
  "project_id": "microsoft/playwright",
  "repo": "microsoft/playwright",
  "name": "playwright",
  "github_url": "https://github.com/microsoft/playwright",
  "homepage_url": "https://playwright.dev",
  "language": "TypeScript",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "automation",
    "chrome",
    "chromium",
    "e2e-testing",
    "electron",
    "end-to-end-testing",
    "firefox",
    "javascript",
    "playwright",
    "test",
    "test-automation",
    "testing",
    "testing-tools",
    "web",
    "webkit"
  ],
  "description": "Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API. ",
  "overview": "Use microsoft/playwright when the user needs a workflow automation project with library-only, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "Skyvern-AI/skyvern",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    },
    {
      "repo": "puppeteer/puppeteer",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    },
    {
      "repo": "microsoft/playwright-python",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "test-zeus-ai/testzeus-hercules",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    },
    {
      "repo": "puppeteer/puppeteer",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    },
    {
      "repo": "tinyfish-io/agentql",
      "reason": "Related to microsoft/playwright through workflow automation category and local deployment."
    },
    {
      "repo": "nottelabs/notte",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    },
    {
      "repo": "microsoft/playwright-python",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    },
    {
      "repo": "conductor-oss/conductor",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    },
    {
      "repo": "traceloop/jest-opentelemetry",
      "reason": "Related to microsoft/playwright through workflow automation category and local deployment."
    },
    {
      "repo": "GautamVhavle/CatGPT-Gateway",
      "reason": "Related to microsoft/playwright through workflow automation category and library_only deployment."
    }
  ],
  "dependencies": [],
  "deployments": [
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "intermediate",
  "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",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"npm install\" in repository content.",
        "Matched \"library\" 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": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 94413,
    "recent_commits": 100,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 7
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 31,
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 78,
  "agent_score": 86,
  "score": 91,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 66,
    "deployment": 80,
    "popularity": 100,
    "community": 100
  },
  "git_top_score": 91,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 77,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use microsoft/playwright when the user needs a workflow automation project with library-only, local, cloud deployment options.",
    "purpose": "Use microsoft/playwright when the user needs a workflow automation project with library-only, local, cloud deployment options.",
    "install": "Install as a library or package using the repository 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",
      "users expecting a complete hosted product",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "Skyvern-AI/skyvern",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      },
      {
        "repo": "puppeteer/puppeteer",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      },
      {
        "repo": "microsoft/playwright-python",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"npm install\" in repository content.",
          "Matched \"library\" 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": [
          "Runtime blocker: python.",
          "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": "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",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: commits30d, contributors90d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-12T17:17:35.441Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: 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",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-08-12T17:17:35.441Z",
  "knowledge": {
    "project": {
      "id": "microsoft/playwright",
      "owner": "microsoft",
      "name": "playwright",
      "full_name": "microsoft/playwright",
      "github_url": "https://github.com/microsoft/playwright",
      "homepage_url": "https://playwright.dev",
      "description": "Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API. ",
      "language": "TypeScript",
      "topics": [
        "automation",
        "chrome",
        "chromium",
        "e2e-testing",
        "electron",
        "end-to-end-testing",
        "firefox",
        "javascript",
        "playwright",
        "test",
        "test-automation",
        "testing",
        "testing-tools",
        "web",
        "webkit"
      ],
      "license": "Apache-2.0",
      "stars": 94413,
      "forks": 6275,
      "open_issues": 150,
      "default_branch": "main",
      "created_at": "2019-11-15T18:32:42Z",
      "updated_at": "2026-08-12T16:36:12Z",
      "pushed_at": "2026-08-12T13:19:14Z",
      "synced_at": "2026-08-12T17:17:35.441Z"
    },
    "agent_card": {
      "project_id": "microsoft/playwright",
      "project_kind": "project",
      "category": "workflow_automation",
      "difficulty": "intermediate",
      "deployment": [
        "library_only",
        "local",
        "cloud"
      ],
      "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",
        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "Skyvern-AI/skyvern",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "puppeteer/puppeteer",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "microsoft/playwright-python",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        }
      ],
      "summary_for_agent": "Use microsoft/playwright when the user needs a workflow automation project with library-only, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"automation\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"npm install\" in repository content.",
            "Matched \"library\" 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": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-12T17:17:35.441Z"
    },
    "metrics": {
      "project_id": "microsoft/playwright",
      "stars_30d_delta": 1749,
      "commits_30d": 100,
      "releases_180d": 7,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 78,
      "maintenance_score": 66,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 31,
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "calculated_at": "2026-08-12T17:17:35.441Z"
    }
  },
  "resolved_from": {
    "requested_id": "microsoft/playwright",
    "resolved_id": "microsoft/playwright",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1075,
    "generated_at": "2026-08-14T10:25:35.254Z",
    "snapshot_id": "d1:1075:2026-08-14T10:00:22.142Z",
    "latest_synced_at": "2026-08-14T10:00:22.142Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}