{
  "project_id": "winfunc/opcode",
  "repo": "winfunc/opcode",
  "name": "opcode",
  "github_url": "https://github.com/winfunc/opcode",
  "homepage_url": "https://opcode.sh",
  "language": "TypeScript",
  "license": "AGPL-3.0",
  "project_kind": "project",
  "category": [
    "agent_framework"
  ],
  "tags": [
    "anthropic",
    "anthropic-claude",
    "claude",
    "claude-4",
    "claude-4-opus",
    "claude-4-sonnet",
    "claude-ai",
    "claude-code",
    "claude-code-sdk",
    "cursor",
    "ide",
    "llm",
    "llm-code",
    "rust",
    "tauri"
  ],
  "description": "A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more.",
  "overview": "Use winfunc/opcode when the user needs an agent framework project with library-only, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "vercel/ai",
      "reason": "Same agent framework intent with workflow overlap."
    },
    {
      "repo": "iOfficeAI/AionUi",
      "reason": "Same agent framework intent with workflow overlap."
    },
    {
      "repo": "ax-llm/ax",
      "reason": "Same agent framework intent with workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "avibe-bot/avibe",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "agent-of-empires/agent-of-empires",
      "reason": "Related to winfunc/opcode through agent framework category and local deployment."
    },
    {
      "repo": "omnigent-ai/omnigent",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "langchain-ai/langchain",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "DietrichGebert/ponytail",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "Significant-Gravitas/AutoGPT",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "olimorris/codecompanion.nvim",
      "reason": "Related to winfunc/opcode through agent framework category and library_only deployment."
    },
    {
      "repo": "pandazki/pneuma-skills",
      "reason": "Related to winfunc/opcode through agent framework 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,
  "use_cases": [
    "build agents with opcode",
    "orchestrate LLM tools",
    "prototype autonomous workflows"
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  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
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    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"agent\" in metadata.",
        "Matched \"agents\" in metadata."
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    "deployment": {
      "confidence": "high",
      "evidence": [
        "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": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 22408,
    "recent_commits": 1,
    "contributors": 14,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
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  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 32,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 8,
  "agent_score": 66,
  "score": 74,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 20,
    "deployment": 80,
    "popularity": 87,
    "community": 59
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  "git_top_score": 74,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 14,
    "documentation": 84,
    "stability": 60,
    "adoption": 100,
    "agent_readability": 100
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    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-18T22:00:31.143Z",
    "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"
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      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
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      "mcp": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "project is not classified as mcp_server"
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    },
    "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."
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  },
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    "purpose": "Use winfunc/opcode when the user needs an agent framework project with library-only, local, cloud deployment options.",
    "install": "Install as a library or package using the repository instructions.",
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      "task prompt",
      "tools",
      "context",
      "memory/state"
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    "outputs": [
      "agent runs",
      "tool calls",
      "workflow state"
    ],
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      "build agents with opcode",
      "orchestrate LLM tools",
      "prototype autonomous workflows",
      "stateful agents",
      "tool-using assistants",
      "workflow orchestration"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "simple prompt-only apps",
      "one-shot chat wrappers"
    ],
    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "vercel/ai",
        "reason": "Same agent framework intent with workflow overlap."
      },
      {
        "repo": "iOfficeAI/AionUi",
        "reason": "Same agent framework intent with workflow overlap."
      },
      {
        "repo": "ax-llm/ax",
        "reason": "Same agent framework intent with workflow overlap."
      }
    ]
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  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"agent\" in metadata.",
          "Matched \"agents\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "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": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 32,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-18T22:00:31.143Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
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            "project.pushed_at",
            "metrics.recent_push_days"
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        },
        "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"
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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."
      ]
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
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      "agent_card.classification",
      "metrics",
      "verification.signals"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-09-18T22:00:31.143Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
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    "agent_card.classification",
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  "knowledge": {
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        "claude-ai",
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        "claude-code-sdk",
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      "project_kind": "project",
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          "reason": "Same agent framework intent with workflow overlap."
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          "project_id": "iOfficeAI/AionUi",
          "reason": "Same agent framework intent with workflow overlap."
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          "project_id": "ax-llm/ax",
          "reason": "Same agent framework intent with workflow overlap."
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      "summary_for_agent": "Use winfunc/opcode when the user needs an agent framework project with library-only, local, cloud deployment options.",
      "classification": {
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          "confidence": "high",
          "evidence": [
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          "evidence": [
            "Matched \"library\" in repository content.",
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        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "No strong beginner or advanced signal found; defaulting to intermediate."
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        "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": "2026-09-18T22:00:31.143Z"
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        "commits_30d": "complete",
        "releases_180d": "complete",
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