{
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  "language": "Rust",
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  "project_kind": "project",
  "category": [
    "coding_agent"
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  "overview": "Use openai/codex when the user needs a coding agent project with library-only, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "gi-dellav/zerostack",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    },
    {
      "repo": "reyamira/models",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    },
    {
      "repo": "TabbyML/tabby",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "esengine/DeepSeek-Reasonix",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "ollama/ollama",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "github/spec-kit",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "earendil-works/pi",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "kittors/CliRelay",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "Nano-Collective/nanocoder",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "gradio-app/gradio",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    },
    {
      "repo": "narumiruna/pi-extensions",
      "reason": "Related to openai/codex through coding agent category and library_only deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
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  "deployments": [
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    "local",
    "cloud"
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  "difficulty": "intermediate",
  "cloudflare_ready": false,
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    "automate developer workflows",
    "integrate codebase-aware agents"
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    "users expecting a complete hosted product"
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      "confidence": "medium",
      "evidence": [
        "Matched \"coding agent\" in metadata."
      ]
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    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"npm install\" 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": 105538,
    "recent_commits": 100,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
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    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 31,
    "commits_30d": "partial",
    "releases_180d": "partial",
    "contributors_90d": "partial"
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  "agent_score": 88,
  "score": 93,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 76,
    "deployment": 80,
    "popularity": 100,
    "community": 100
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    "maintenance": 84,
    "documentation": 84,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
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  "summary": {
    "tl_dr": "Use openai/codex when the user needs a coding agent project with library-only, local, cloud deployment options.",
    "purpose": "Use openai/codex when the user needs a coding agent project with library-only, local, cloud deployment options.",
    "install": "Install as a library or package using the repository instructions.",
    "inputs": [
      "coding task",
      "repo context",
      "tool permissions"
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    "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"
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    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "static documentation sites",
      "non-code workflows"
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    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "gi-dellav/zerostack",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      },
      {
        "repo": "reyamira/models",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      },
      {
        "repo": "TabbyML/tabby",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      }
    ]
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  "evidence": {
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      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"coding agent\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"npm install\" 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": "partial",
      "releases_180d": "partial",
      "contributors_90d": "partial"
    },
    "source_fields": [
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      "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, releases180d, contributors90d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-12T17:17:31.416Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: commits30d, releases180d, 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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    "agent_card.classification",
    "metrics"
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  "knowledge": {
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      "description": "Lightweight coding agent that runs in your terminal",
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      "open_issues": 12379,
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      "created_at": "2025-04-13T05:37:54Z",
      "updated_at": "2026-08-12T17:10:29Z",
      "pushed_at": "2026-08-12T16:52:43Z",
      "synced_at": "2026-08-12T17:17:31.416Z"
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        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
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      "alternatives": [
        {
          "project_id": "gi-dellav/zerostack",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "project_id": "reyamira/models",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
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          "project_id": "TabbyML/tabby",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        }
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      "summary_for_agent": "Use openai/codex when the user needs a coding agent project with library-only, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"coding agent\" in metadata."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"npm install\" 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": "2026-08-12T17:17:31.416Z"
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      "commits_30d": 100,
      "releases_180d": 100,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 84,
      "maintenance_score": 76,
      "signal_confidence": {
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        "stars30d_window_days": 31,
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "partial"
      },
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    "requested_id": "openai/codex",
    "resolved_id": "openai/codex",
    "resolution": "direct"
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    "project_count": 1067,
    "generated_at": "2026-08-13T09:30:00.671Z",
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    "truncated": false
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}