{
  "query": {
    "category": "coding_agent"
  },
  "recommendations": [
    {
      "project_id": "anomalyco/opencode",
      "repo": "anomalyco/opencode",
      "name": "opencode",
      "github_url": "https://github.com/anomalyco/opencode",
      "homepage_url": "https://opencode.ai",
      "language": "TypeScript",
      "license": "MIT",
      "project_kind": "project",
      "category": [
        "coding_agent"
      ],
      "tags": [],
      "description": "The open source coding agent.",
      "overview": "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options.",
      "alternatives": [
        {
          "repo": "earendil-works/pi",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "OpenHands/OpenHands",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "continuedev/continue",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        }
      ],
      "related": [],
      "dependencies": [
        "LLM provider"
      ],
      "deployments": [
        "docker",
        "local",
        "cloud"
      ],
      "difficulty": "intermediate",
      "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": "medium",
          "evidence": [
            "Matched \"coding agent\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "medium",
          "evidence": [
            "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": 196499,
        "recent_commits": 100,
        "contributors": 100,
        "issue_response_time_hours": null,
        "release_frequency_180d": 100
      },
      "quality_signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 31,
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "partial"
      },
      "quality_score": 84,
      "agent_score": 88,
      "score": 44,
      "agent_score_breakdown": {
        "documentation": 90,
        "maintenance": 76,
        "deployment": 80,
        "popularity": 100,
        "community": 100
      },
      "git_top_score": 93,
      "git_top_score_breakdown": {
        "community": 100,
        "maintenance": 84,
        "documentation": 84,
        "stability": 90,
        "adoption": 100,
        "agent_readability": 100
      },
      "summary": {
        "tl_dr": "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options.",
        "purpose": "Use anomalyco/opencode 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": [
          {
            "repo": "earendil-works/pi",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "OpenHands/OpenHands",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "continuedev/continue",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ]
      },
      "evidence": {
        "classification": {
          "category": {
            "confidence": "medium",
            "evidence": [
              "Matched \"coding agent\" in metadata."
            ]
          },
          "deployment": {
            "confidence": "medium",
            "evidence": [
              "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": [
          "agent_card.classification",
          "agent_card.deployment",
          "agent_card.summary_for_agent",
          "agent_card.use_cases",
          "metrics",
          "project.description",
          "project.language",
          "project.license",
          "project.topics",
          "recommendation.constraints",
          "recommendation.query",
          "recommendation.ranking_signals"
        ],
        "caveats": [
          "edge-only Cloudflare Workers deployment without adaptation",
          "Low recommendation confidence; use as a discovery lead, not a final choice.",
          "Partial or estimated quality signals: commits30d, releases180d, contributors90d."
        ],
        "recommendation_reasons": [
          "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options.",
          "It is classified as coding_agent.",
          "Ranking signals: community 84/100, maintenance 76/100."
        ],
        "ranking_signals": {
          "use_case_match": 20,
          "community": 84,
          "maintenance": 76,
          "readiness": 0,
          "license_fit": 0
        },
        "matched_constraints": {
          "category": "coding_agent"
        },
        "unmatched_constraints": {},
        "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
        "last_verified_at": "2026-08-12T17:17:14.302Z"
      },
      "caveats": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "Low recommendation confidence; use as a discovery lead, not a final choice.",
        "Partial or estimated quality signals: commits30d, releases180d, contributors90d."
      ],
      "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
      "source_fields": [
        "agent_card.classification",
        "agent_card.deployment",
        "agent_card.summary_for_agent",
        "agent_card.use_cases",
        "metrics",
        "project.description",
        "project.language",
        "project.license",
        "project.topics",
        "recommendation.constraints",
        "recommendation.query",
        "recommendation.ranking_signals"
      ],
      "last_verified_at": "2026-08-12T17:17:14.302Z",
      "reason": "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options. It is classified as coding_agent. Ranking signals: community 84/100, maintenance 76/100.",
      "reasons": [
        "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options.",
        "It is classified as coding_agent.",
        "Ranking signals: community 84/100, maintenance 76/100."
      ],
      "decision_summary": "anomalyco/opencode is an exploration candidate: recommendation score 44/100 with matched constraints, but quality and maturity signals need review.",
      "fit_profile": {
        "primary_fit": "Ranked within coding_agent using quality and readiness signals.",
        "deployment_fit": "Supports docker, local, cloud deployment paths.",
        "maturity": "High maturity signal from community and maintenance scores.",
        "agent_readiness": "Agent-readable summary and use cases are available."
      },
      "adoption_plan": [
        "Open /projects/anomalyco/opencode to verify license, language, classification evidence, and quality signal confidence.",
        "Inspect /graph/anomalyco/opencode for dependencies, related projects, deployment targets, and alternatives.",
        "Use the matched constraints (category) as the initial acceptance checklist.",
        "Prototype the docker deployment path before committing to a migration.",
        "Compare against /alternatives/anomalyco/opencode before final selection."
      ],
      "risk_flags": [
        "Low recommendation confidence; use as a discovery lead, not a final choice."
      ],
      "tradeoffs": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "next_actions": [
        {
          "label": "Open project knowledge",
          "href": "/projects/anomalyco/opencode",
          "kind": "project"
        },
        {
          "label": "Inspect graph",
          "href": "/graph/anomalyco/opencode",
          "kind": "graph"
        },
        {
          "label": "Find alternatives",
          "href": "/alternatives/anomalyco/opencode",
          "kind": "alternatives"
        },
        {
          "label": "Explain score",
          "href": "/score/anomalyco/opencode",
          "kind": "score"
        },
        {
          "label": "Compare shortlist",
          "href": "/compare/anomalyco/opencode",
          "kind": "compare"
        }
      ],
      "matched_constraints": {
        "category": "coding_agent"
      },
      "unmatched_constraints": {},
      "ranking_signals": {
        "use_case_match": 20,
        "community": 84,
        "maintenance": 76,
        "readiness": 0,
        "license_fit": 0
      },
      "confidence": "low",
      "project": {
        "id": "anomalyco/opencode",
        "owner": "anomalyco",
        "name": "opencode",
        "full_name": "anomalyco/opencode",
        "github_url": "https://github.com/anomalyco/opencode",
        "homepage_url": "https://opencode.ai",
        "description": "The open source coding agent.",
        "language": "TypeScript",
        "topics": [],
        "license": "MIT",
        "stars": 196499,
        "forks": 25254,
        "open_issues": 5113,
        "default_branch": "dev",
        "created_at": "2025-04-30T20:08:00Z",
        "updated_at": "2026-08-12T17:08:50Z",
        "pushed_at": "2026-08-12T17:16:15Z",
        "synced_at": "2026-08-12T17:17:14.302Z"
      },
      "agent_card": {
        "project_id": "anomalyco/opencode",
        "project_kind": "project",
        "category": "coding_agent",
        "difficulty": "intermediate",
        "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": [
          {
            "project_id": "earendil-works/pi",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "OpenHands/OpenHands",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "continuedev/continue",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ],
        "summary_for_agent": "Use anomalyco/opencode when the user needs a coding agent project with docker, local, cloud deployment options.",
        "classification": {
          "category": {
            "confidence": "medium",
            "evidence": [
              "Matched \"coding agent\" in metadata."
            ]
          },
          "deployment": {
            "confidence": "medium",
            "evidence": [
              "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."
            ]
          }
        },
        "schema_version": "v1",
        "generated_at": "2026-08-12T17:17:14.302Z"
      },
      "metrics": {
        "project_id": "anomalyco/opencode",
        "stars_30d_delta": 11565,
        "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": {
          "stars_30d_delta": "snapshot",
          "stars30d_window_days": 31,
          "commits_30d": "partial",
          "releases_180d": "partial",
          "contributors_90d": "partial"
        },
        "calculated_at": "2026-08-12T17:17:14.302Z"
      }
    },
    {
      "project_id": "ollama/ollama",
      "repo": "ollama/ollama",
      "name": "ollama",
      "github_url": "https://github.com/ollama/ollama",
      "homepage_url": "https://ollama.com",
      "language": "Go",
      "license": "MIT",
      "project_kind": "project",
      "category": [
        "coding_agent"
      ],
      "tags": [
        "deepseek",
        "gemma",
        "gemma3",
        "glm",
        "go",
        "golang",
        "gpt-oss",
        "llama",
        "llama3",
        "llm",
        "llms",
        "minimax",
        "mistral",
        "ollama",
        "qwen"
      ],
      "description": "Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.",
      "overview": "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.",
      "alternatives": [
        {
          "repo": "esengine/DeepSeek-Reasonix",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "sgl-project/sglang",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "kittors/CliRelay",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        }
      ],
      "related": [],
      "dependencies": [
        "LLM provider"
      ],
      "deployments": [
        "docker",
        "kubernetes",
        "library_only",
        "local",
        "cloud"
      ],
      "difficulty": "intermediate",
      "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",
        "users expecting a complete hosted product"
      ],
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"coding agent\" in repository content.",
            "Matched \"code assistant\" in repository content.",
            "Matched \"ide\" in repository content.",
            "Matched \"cline\" in repository content."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"helm chart\" in repository content.",
            "Matched \"pip 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, gpu, postgres.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "quality_signals": {
        "stars": 178286,
        "recent_commits": 100,
        "contributors": 100,
        "issue_response_time_hours": null,
        "release_frequency_180d": 62
      },
      "quality_signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 30,
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "quality_score": 84,
      "agent_score": 92,
      "score": 44,
      "agent_score_breakdown": {
        "documentation": 90,
        "maintenance": 76,
        "deployment": 100,
        "popularity": 100,
        "community": 100
      },
      "git_top_score": 93,
      "git_top_score_breakdown": {
        "community": 100,
        "maintenance": 84,
        "documentation": 84,
        "stability": 90,
        "adoption": 100,
        "agent_readability": 100
      },
      "summary": {
        "tl_dr": "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.",
        "purpose": "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only 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",
          "users expecting a complete hosted product",
          "static documentation sites",
          "non-code workflows"
        ],
        "deployment": [
          "docker",
          "kubernetes",
          "library_only",
          "local",
          "cloud"
        ],
        "alternatives": [
          {
            "repo": "esengine/DeepSeek-Reasonix",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "sgl-project/sglang",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "kittors/CliRelay",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ]
      },
      "evidence": {
        "classification": {
          "category": {
            "confidence": "high",
            "evidence": [
              "Matched \"coding agent\" in repository content.",
              "Matched \"code assistant\" in repository content.",
              "Matched \"ide\" in repository content.",
              "Matched \"cline\" in repository content."
            ]
          },
          "deployment": {
            "confidence": "high",
            "evidence": [
              "Found Docker configuration file.",
              "Matched \"helm chart\" in repository content.",
              "Matched \"pip 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, gpu, postgres.",
              "No Cloudflare deployment signal detected.",
              "No wrangler.toml found in inspected repository files."
            ]
          }
        },
        "quality_signal_confidence": {
          "stars_30d_delta": "snapshot",
          "stars30d_window_days": 30,
          "commits_30d": "partial",
          "releases_180d": "complete",
          "contributors_90d": "partial"
        },
        "source_fields": [
          "agent_card.classification",
          "agent_card.deployment",
          "agent_card.summary_for_agent",
          "agent_card.use_cases",
          "metrics",
          "project.description",
          "project.language",
          "project.license",
          "project.topics",
          "recommendation.constraints",
          "recommendation.query",
          "recommendation.ranking_signals"
        ],
        "caveats": [
          "edge-only Cloudflare Workers deployment without adaptation",
          "Low recommendation confidence; use as a discovery lead, not a final choice.",
          "Partial or estimated quality signals: commits30d, contributors90d.",
          "users expecting a complete hosted product"
        ],
        "recommendation_reasons": [
          "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.",
          "It is classified as coding_agent.",
          "Ranking signals: community 84/100, maintenance 76/100."
        ],
        "ranking_signals": {
          "use_case_match": 20,
          "community": 84,
          "maintenance": 76,
          "readiness": 0,
          "license_fit": 0
        },
        "matched_constraints": {
          "category": "coding_agent"
        },
        "unmatched_constraints": {},
        "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
        "last_verified_at": "2026-08-11T21:08:24.014Z"
      },
      "caveats": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "Low recommendation confidence; use as a discovery lead, not a final choice.",
        "Partial or estimated quality signals: commits30d, contributors90d.",
        "users expecting a complete hosted product"
      ],
      "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
      "source_fields": [
        "agent_card.classification",
        "agent_card.deployment",
        "agent_card.summary_for_agent",
        "agent_card.use_cases",
        "metrics",
        "project.description",
        "project.language",
        "project.license",
        "project.topics",
        "recommendation.constraints",
        "recommendation.query",
        "recommendation.ranking_signals"
      ],
      "last_verified_at": "2026-08-11T21:08:24.014Z",
      "reason": "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options. It is classified as coding_agent. Ranking signals: community 84/100, maintenance 76/100.",
      "reasons": [
        "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.",
        "It is classified as coding_agent.",
        "Ranking signals: community 84/100, maintenance 76/100."
      ],
      "decision_summary": "ollama/ollama is an exploration candidate: recommendation score 44/100 with matched constraints, but quality and maturity signals need review.",
      "fit_profile": {
        "primary_fit": "Ranked within coding_agent using quality and readiness signals.",
        "deployment_fit": "Supports docker, kubernetes, library_only deployment paths.",
        "maturity": "High maturity signal from community and maintenance scores.",
        "agent_readiness": "Agent-readable summary and use cases are available."
      },
      "adoption_plan": [
        "Open /projects/ollama/ollama to verify license, language, classification evidence, and quality signal confidence.",
        "Inspect /graph/ollama/ollama for dependencies, related projects, deployment targets, and alternatives.",
        "Use the matched constraints (category) as the initial acceptance checklist.",
        "Prototype the docker deployment path before committing to a migration.",
        "Compare against /alternatives/ollama/ollama before final selection."
      ],
      "risk_flags": [
        "Low recommendation confidence; use as a discovery lead, not a final choice."
      ],
      "tradeoffs": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "next_actions": [
        {
          "label": "Open project knowledge",
          "href": "/projects/ollama/ollama",
          "kind": "project"
        },
        {
          "label": "Inspect graph",
          "href": "/graph/ollama/ollama",
          "kind": "graph"
        },
        {
          "label": "Find alternatives",
          "href": "/alternatives/ollama/ollama",
          "kind": "alternatives"
        },
        {
          "label": "Explain score",
          "href": "/score/ollama/ollama",
          "kind": "score"
        },
        {
          "label": "Compare shortlist",
          "href": "/compare/ollama/ollama",
          "kind": "compare"
        }
      ],
      "matched_constraints": {
        "category": "coding_agent"
      },
      "unmatched_constraints": {},
      "ranking_signals": {
        "use_case_match": 20,
        "community": 84,
        "maintenance": 76,
        "readiness": 0,
        "license_fit": 0
      },
      "confidence": "low",
      "project": {
        "id": "ollama/ollama",
        "owner": "ollama",
        "name": "ollama",
        "full_name": "ollama/ollama",
        "github_url": "https://github.com/ollama/ollama",
        "homepage_url": "https://ollama.com",
        "description": "Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.",
        "language": "Go",
        "topics": [
          "deepseek",
          "gemma",
          "gemma3",
          "glm",
          "go",
          "golang",
          "gpt-oss",
          "llama",
          "llama3",
          "llm",
          "llms",
          "minimax",
          "mistral",
          "ollama",
          "qwen"
        ],
        "license": "MIT",
        "stars": 178286,
        "forks": 17356,
        "open_issues": 3683,
        "default_branch": "main",
        "created_at": "2023-06-26T19:39:32Z",
        "updated_at": "2026-08-11T21:06:22Z",
        "pushed_at": "2026-08-11T20:33:20Z",
        "synced_at": "2026-08-11T21:08:24.014Z"
      },
      "agent_card": {
        "project_id": "ollama/ollama",
        "project_kind": "project",
        "category": "coding_agent",
        "difficulty": "intermediate",
        "deployment": [
          "docker",
          "kubernetes",
          "library_only",
          "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",
          "users expecting a complete hosted product"
        ],
        "alternatives": [
          {
            "project_id": "esengine/DeepSeek-Reasonix",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "sgl-project/sglang",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "kittors/CliRelay",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ],
        "summary_for_agent": "Use ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.",
        "classification": {
          "category": {
            "confidence": "high",
            "evidence": [
              "Matched \"coding agent\" in repository content.",
              "Matched \"code assistant\" in repository content.",
              "Matched \"ide\" in repository content.",
              "Matched \"cline\" in repository content."
            ]
          },
          "deployment": {
            "confidence": "high",
            "evidence": [
              "Found Docker configuration file.",
              "Matched \"helm chart\" in repository content.",
              "Matched \"pip 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, gpu, postgres.",
              "No Cloudflare deployment signal detected.",
              "No wrangler.toml found in inspected repository files."
            ]
          }
        },
        "schema_version": "v1",
        "generated_at": "2026-08-11T21:08:24.014Z"
      },
      "metrics": {
        "project_id": "ollama/ollama",
        "stars_30d_delta": 2327,
        "commits_30d": 100,
        "releases_180d": 62,
        "contributors_90d": 100,
        "issue_first_response_median_hours": null,
        "recent_push_days": 0,
        "git_score": 84,
        "maintenance_score": 76,
        "signal_confidence": {
          "stars_30d_delta": "snapshot",
          "stars30d_window_days": 30,
          "commits_30d": "partial",
          "releases_180d": "complete",
          "contributors_90d": "partial"
        },
        "calculated_at": "2026-08-11T21:08:24.014Z"
      }
    },
    {
      "project_id": "github/spec-kit",
      "repo": "github/spec-kit",
      "name": "spec-kit",
      "github_url": "https://github.com/github/spec-kit",
      "homepage_url": "https://github.github.com/spec-kit/",
      "language": "Python",
      "license": "MIT",
      "project_kind": "project",
      "category": [
        "coding_agent"
      ],
      "tags": [
        "ai",
        "copilot",
        "development",
        "engineering",
        "prd",
        "spec",
        "spec-driven"
      ],
      "description": "💫 Toolkit to help you get started with Spec-Driven Development",
      "overview": "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options.",
      "alternatives": [
        {
          "repo": "OpenHands/OpenHands",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "langchain-ai/open-swe",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "agentforce314/clawcodex",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        }
      ],
      "related": [],
      "dependencies": [
        "LLM provider"
      ],
      "deployments": [
        "library_only",
        "local",
        "cloud"
      ],
      "difficulty": "intermediate",
      "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",
        "users expecting a complete hosted product"
      ],
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"coding agent\" in repository content.",
            "Matched \"ide\" in repository content."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"pip 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": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "quality_signals": {
        "stars": 126583,
        "recent_commits": 100,
        "contributors": 100,
        "issue_response_time_hours": null,
        "release_frequency_180d": 100
      },
      "quality_signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 31,
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "partial"
      },
      "quality_score": 84,
      "agent_score": 88,
      "score": 44,
      "agent_score_breakdown": {
        "documentation": 90,
        "maintenance": 76,
        "deployment": 80,
        "popularity": 100,
        "community": 100
      },
      "git_top_score": 93,
      "git_top_score_breakdown": {
        "community": 100,
        "maintenance": 84,
        "documentation": 84,
        "stability": 90,
        "adoption": 100,
        "agent_readability": 100
      },
      "summary": {
        "tl_dr": "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options.",
        "purpose": "Use github/spec-kit 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"
        ],
        "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",
          "users expecting a complete hosted product",
          "static documentation sites",
          "non-code workflows"
        ],
        "deployment": [
          "library_only",
          "local",
          "cloud"
        ],
        "alternatives": [
          {
            "repo": "OpenHands/OpenHands",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "langchain-ai/open-swe",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "agentforce314/clawcodex",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ]
      },
      "evidence": {
        "classification": {
          "category": {
            "confidence": "high",
            "evidence": [
              "Matched \"coding agent\" in repository content.",
              "Matched \"ide\" in repository content."
            ]
          },
          "deployment": {
            "confidence": "high",
            "evidence": [
              "Matched \"pip 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": [
              "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": "partial",
          "contributors_90d": "partial"
        },
        "source_fields": [
          "agent_card.classification",
          "agent_card.deployment",
          "agent_card.summary_for_agent",
          "agent_card.use_cases",
          "metrics",
          "project.description",
          "project.language",
          "project.license",
          "project.topics",
          "recommendation.constraints",
          "recommendation.query",
          "recommendation.ranking_signals"
        ],
        "caveats": [
          "edge-only Cloudflare Workers deployment without adaptation",
          "Low recommendation confidence; use as a discovery lead, not a final choice.",
          "Partial or estimated quality signals: commits30d, releases180d, contributors90d.",
          "users expecting a complete hosted product"
        ],
        "recommendation_reasons": [
          "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options.",
          "It is classified as coding_agent.",
          "Ranking signals: community 84/100, maintenance 76/100."
        ],
        "ranking_signals": {
          "use_case_match": 20,
          "community": 84,
          "maintenance": 76,
          "readiness": 0,
          "license_fit": 0
        },
        "matched_constraints": {
          "category": "coding_agent"
        },
        "unmatched_constraints": {},
        "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
        "last_verified_at": "2026-08-13T05:30:26.815Z"
      },
      "caveats": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "Low recommendation confidence; use as a discovery lead, not a final choice.",
        "Partial or estimated quality signals: commits30d, releases180d, contributors90d.",
        "users expecting a complete hosted product"
      ],
      "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
      "source_fields": [
        "agent_card.classification",
        "agent_card.deployment",
        "agent_card.summary_for_agent",
        "agent_card.use_cases",
        "metrics",
        "project.description",
        "project.language",
        "project.license",
        "project.topics",
        "recommendation.constraints",
        "recommendation.query",
        "recommendation.ranking_signals"
      ],
      "last_verified_at": "2026-08-13T05:30:26.815Z",
      "reason": "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options. It is classified as coding_agent. Ranking signals: community 84/100, maintenance 76/100.",
      "reasons": [
        "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options.",
        "It is classified as coding_agent.",
        "Ranking signals: community 84/100, maintenance 76/100."
      ],
      "decision_summary": "github/spec-kit is an exploration candidate: recommendation score 44/100 with matched constraints, but quality and maturity signals need review.",
      "fit_profile": {
        "primary_fit": "Ranked within coding_agent using quality and readiness signals.",
        "deployment_fit": "Supports library_only, local, cloud deployment paths.",
        "maturity": "High maturity signal from community and maintenance scores.",
        "agent_readiness": "Agent-readable summary and use cases are available."
      },
      "adoption_plan": [
        "Open /projects/github/spec-kit to verify license, language, classification evidence, and quality signal confidence.",
        "Inspect /graph/github/spec-kit for dependencies, related projects, deployment targets, and alternatives.",
        "Use the matched constraints (category) as the initial acceptance checklist.",
        "Prototype the library_only deployment path before committing to a migration.",
        "Compare against /alternatives/github/spec-kit before final selection."
      ],
      "risk_flags": [
        "Low recommendation confidence; use as a discovery lead, not a final choice."
      ],
      "tradeoffs": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "next_actions": [
        {
          "label": "Open project knowledge",
          "href": "/projects/github/spec-kit",
          "kind": "project"
        },
        {
          "label": "Inspect graph",
          "href": "/graph/github/spec-kit",
          "kind": "graph"
        },
        {
          "label": "Find alternatives",
          "href": "/alternatives/github/spec-kit",
          "kind": "alternatives"
        },
        {
          "label": "Explain score",
          "href": "/score/github/spec-kit",
          "kind": "score"
        },
        {
          "label": "Compare shortlist",
          "href": "/compare/github/spec-kit",
          "kind": "compare"
        }
      ],
      "matched_constraints": {
        "category": "coding_agent"
      },
      "unmatched_constraints": {},
      "ranking_signals": {
        "use_case_match": 20,
        "community": 84,
        "maintenance": 76,
        "readiness": 0,
        "license_fit": 0
      },
      "confidence": "low",
      "project": {
        "id": "github/spec-kit",
        "owner": "github",
        "name": "spec-kit",
        "full_name": "github/spec-kit",
        "github_url": "https://github.com/github/spec-kit",
        "homepage_url": "https://github.github.com/spec-kit/",
        "description": "💫 Toolkit to help you get started with Spec-Driven Development",
        "language": "Python",
        "topics": [
          "ai",
          "copilot",
          "development",
          "engineering",
          "prd",
          "spec",
          "spec-driven"
        ],
        "license": "MIT",
        "stars": 126583,
        "forks": 11323,
        "open_issues": 329,
        "default_branch": "main",
        "created_at": "2025-08-21T22:54:31Z",
        "updated_at": "2026-08-13T05:28:00Z",
        "pushed_at": "2026-08-12T22:55:14Z",
        "synced_at": "2026-08-13T05:30:26.815Z"
      },
      "agent_card": {
        "project_id": "github/spec-kit",
        "project_kind": "project",
        "category": "coding_agent",
        "difficulty": "intermediate",
        "deployment": [
          "library_only",
          "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",
          "users expecting a complete hosted product"
        ],
        "alternatives": [
          {
            "project_id": "OpenHands/OpenHands",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "langchain-ai/open-swe",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "agentforce314/clawcodex",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          }
        ],
        "summary_for_agent": "Use github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options.",
        "classification": {
          "category": {
            "confidence": "high",
            "evidence": [
              "Matched \"coding agent\" in repository content.",
              "Matched \"ide\" in repository content."
            ]
          },
          "deployment": {
            "confidence": "high",
            "evidence": [
              "Matched \"pip 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": [
              "Runtime blocker: python.",
              "No Cloudflare deployment signal detected.",
              "No wrangler.toml found in inspected repository files."
            ]
          }
        },
        "schema_version": "v1",
        "generated_at": "2026-08-13T05:30:26.815Z"
      },
      "metrics": {
        "project_id": "github/spec-kit",
        "stars_30d_delta": 6866,
        "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": {
          "stars_30d_delta": "snapshot",
          "stars30d_window_days": 31,
          "commits_30d": "partial",
          "releases_180d": "partial",
          "contributors_90d": "partial"
        },
        "calculated_at": "2026-08-13T05:30:26.815Z"
      }
    },
    {
      "project_id": "openai/codex",
      "repo": "openai/codex",
      "name": "codex",
      "github_url": "https://github.com/openai/codex",
      "homepage_url": null,
      "language": "Rust",
      "license": "Apache-2.0",
      "project_kind": "project",
      "category": [
        "coding_agent"
      ],
      "tags": [],
      "description": "Lightweight coding agent that runs in your terminal",
      "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": [],
      "dependencies": [
        "LLM provider"
      ],
      "deployments": [
        "library_only",
        "local",
        "cloud"
      ],
      "difficulty": "intermediate",
      "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",
        "users expecting a complete hosted product"
      ],
      "classification": {
        "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_signals": {
        "stars": 105538,
        "recent_commits": 100,
        "contributors": 100,
        "issue_response_time_hours": null,
        "release_frequency_180d": 100
      },
      "quality_signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 31,
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "partial"
      },
      "quality_score": 84,
      "agent_score": 88,
      "score": 44,
      "agent_score_breakdown": {
        "documentation": 90,
        "maintenance": 76,
        "deployment": 80,
        "popularity": 100,
        "community": 100
      },
      "git_top_score": 93,
      "git_top_score_breakdown": {
        "community": 100,
        "maintenance": 84,
        "documentation": 84,
        "stability": 90,
        "adoption": 100,
        "agent_readability": 100
      },
      "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"
        ],
        "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",
          "users expecting a complete hosted product",
          "static documentation sites",
          "non-code workflows"
        ],
        "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."
          }
        ]
      },
      "evidence": {
        "classification": {
          "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": [
          "agent_card.classification",
          "agent_card.deployment",
          "agent_card.summary_for_agent",
          "agent_card.use_cases",
          "metrics",
          "project.description",
          "project.language",
          "project.license",
          "project.topics",
          "recommendation.constraints",
          "recommendation.query",
          "recommendation.ranking_signals"
        ],
        "caveats": [
          "edge-only Cloudflare Workers deployment without adaptation",
          "Low recommendation confidence; use as a discovery lead, not a final choice.",
          "Partial or estimated quality signals: commits30d, releases180d, contributors90d.",
          "users expecting a complete hosted product"
        ],
        "recommendation_reasons": [
          "Use openai/codex when the user needs a coding agent project with library-only, local, cloud deployment options.",
          "It is classified as coding_agent.",
          "Ranking signals: community 84/100, maintenance 76/100."
        ],
        "ranking_signals": {
          "use_case_match": 20,
          "community": 84,
          "maintenance": 76,
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          "license_fit": 0
        },
        "matched_constraints": {
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        "unmatched_constraints": {},
        "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; 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",
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        "Compare against /alternatives/openai/codex before final selection."
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          },
          "cloudflare_ready": {
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              "No Cloudflare deployment signal detected.",
              "No wrangler.toml found in inspected repository files."
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        "generated_at": "2026-08-12T17:17:31.416Z"
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        {
          "repo": "anomalyco/opencode",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "repo": "cline/cline",
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        },
        {
          "repo": "continuedev/continue",
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            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
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      "summary": {
        "tl_dr": "Use earendil-works/pi when the user needs a coding agent project with docker, library-only, local deployment options.",
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          {
            "repo": "anomalyco/opencode",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
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          {
            "repo": "cline/cline",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "repo": "continuedev/continue",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
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            "evidence": [
              "Runtime blocker: filesystem.",
              "No Cloudflare deployment signal detected.",
              "No wrangler.toml found in inspected repository files."
            ]
          }
        },
        "quality_signal_confidence": {
          "stars_30d_delta": "snapshot",
          "stars30d_window_days": 31,
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          "releases_180d": "partial",
          "contributors_90d": "partial"
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          "edge-only Cloudflare Workers deployment without adaptation",
          "Low recommendation confidence; use as a discovery lead, not a final choice.",
          "Partial or estimated quality signals: commits30d, releases180d, contributors90d.",
          "users expecting a complete hosted product"
        ],
        "recommendation_reasons": [
          "Use earendil-works/pi when the user needs a coding agent project with docker, library-only, local deployment options.",
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        "last_verified_at": "2026-08-12T17:17:18.471Z"
      },
      "caveats": [
        "edge-only Cloudflare Workers deployment without adaptation",
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        "Partial or estimated quality signals: commits30d, releases180d, contributors90d.",
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      ],
      "confidence_reason": "Low confidence because the recommendation score is 44/100, use-case match is 20/100, or constraints are weakly matched; Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
      "source_fields": [
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      "reason": "Use earendil-works/pi when the user needs a coding agent project with docker, library-only, local deployment options. It is classified as coding_agent. Ranking signals: community 84/100, maintenance 76/100.",
      "reasons": [
        "Use earendil-works/pi when the user needs a coding agent project with docker, library-only, local deployment options.",
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      ],
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        "agent_readiness": "Agent-readable summary and use cases are available."
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        "Inspect /graph/earendil-works/pi for dependencies, related projects, deployment targets, and alternatives.",
        "Use the matched constraints (category) as the initial acceptance checklist.",
        "Prototype the docker deployment path before committing to a migration.",
        "Compare against /alternatives/earendil-works/pi before final selection."
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        "Low recommendation confidence; use as a discovery lead, not a final choice."
      ],
      "tradeoffs": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "next_actions": [
        {
          "label": "Open project knowledge",
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          "kind": "project"
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        {
          "label": "Inspect graph",
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        {
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        "readiness": 0,
        "license_fit": 0
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      "confidence": "low",
      "project": {
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        "owner": "earendil-works",
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        "pushed_at": "2026-08-12T16:42:23Z",
        "synced_at": "2026-08-12T17:17:18.471Z"
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            "reason": "Same coding agent intent with coding_agent, workflow overlap."
          },
          {
            "project_id": "continuedev/continue",
            "reason": "Same coding agent intent with coding_agent, workflow overlap."
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            "confidence": "medium",
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              "Matched \"npm install\" in repository content.",
              "Matched \"library\" in repository content.",
              "Local usage is assumed for open source repositories unless contradicted."
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              "Runtime blocker: filesystem.",
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              "No wrangler.toml found in inspected repository files."
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          }
        },
        "schema_version": "v1",
        "generated_at": "2026-08-12T17:17:18.471Z"
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      "metrics": {
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          "contributors_90d": "partial"
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        "calculated_at": "2026-08-12T17:17:18.471Z"
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