{
  "project_id": "xr843/Master-skill",
  "repo": "xr843/Master-skill",
  "name": "Master-skill",
  "github_url": "https://github.com/xr843/Master-skill",
  "homepage_url": "https://fojin.app/chat",
  "language": "Python",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "rag_framework"
  ],
  "tags": [
    "agent-skills",
    "ai-persona",
    "bdrc",
    "buddhism",
    "chinese-buddhism",
    "claude-skills",
    "digital-humanities",
    "fojin",
    "llm",
    "mahamudra",
    "rag",
    "suttacentral",
    "thai-forest-tradition",
    "theravada",
    "tibetan-buddhism"
  ],
  "description": "FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.",
  "overview": "Use xr843/Master-skill when the user needs a rag framework project with library_only, local, cloud deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "deepset-ai/haystack",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "ax-llm/ax",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "langchain-ai/langgraph",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "genkit-ai/genkit",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "TaskingAI/TaskingAI",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "pipeshub-ai/pipeshub-ai",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "dynamiq-ai/dynamiq",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    },
    {
      "repo": "infiniflow/ragflow",
      "reason": "Related to xr843/Master-skill through rag framework category and library_only deployment."
    }
  ],
  "dependencies": [
    "Vector database",
    "LLM provider"
  ],
  "deployments": [
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "build RAG applications",
    "connect private data to LLMs",
    "index documents for retrieval"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"rag\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"pip install\" in repository content.",
        "Matched \"npm install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected."
      ]
    }
  },
  "quality_signals": {
    "stars": 300,
    "recent_commits": 95,
    "contributors": 2,
    "issue_response_time_hours": null,
    "release_frequency_180d": 8
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 27,
  "agent_score": 64,
  "score": 80,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 48,
    "deployment": 80,
    "popularity": 50,
    "community": 47
  },
  "git_top_score": 80,
  "git_top_score_breakdown": {
    "community": 73,
    "maintenance": 65,
    "documentation": 84,
    "stability": 100,
    "adoption": 72,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use xr843/Master-skill when the user needs a rag framework project with library_only, local, cloud deployment options.",
    "purpose": "Use xr843/Master-skill when the user needs a rag framework project with library_only, local, cloud deployment options.",
    "install": "Install as a library or package using the repository instructions.",
    "inputs": [
      "documents",
      "queries",
      "embedding store"
    ],
    "outputs": [
      "retrieval results",
      "grounded answers",
      "indexes"
    ],
    "good_for": [
      "build RAG applications",
      "connect private data to LLMs",
      "index documents for retrieval",
      "retrieval augmented generation",
      "document search",
      "knowledge grounding"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "simple prompt apps",
      "tasks without external knowledge"
    ],
    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"rag\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"pip install\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "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: stars30dDelta."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-09T14:00:58.003Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "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": "2026-07-09T14:00:58.003Z",
  "knowledge": {
    "project": {
      "id": "xr843/Master-skill",
      "owner": "xr843",
      "name": "Master-skill",
      "full_name": "xr843/Master-skill",
      "github_url": "https://github.com/xr843/Master-skill",
      "homepage_url": "https://fojin.app/chat",
      "description": "FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.",
      "language": "Python",
      "topics": [
        "agent-skills",
        "ai-persona",
        "bdrc",
        "buddhism",
        "chinese-buddhism",
        "claude-skills",
        "digital-humanities",
        "fojin",
        "llm",
        "mahamudra",
        "rag",
        "suttacentral",
        "thai-forest-tradition",
        "theravada",
        "tibetan-buddhism"
      ],
      "license": "MIT",
      "stars": 300,
      "forks": 61,
      "open_issues": 0,
      "default_branch": "main",
      "created_at": "2026-04-04T09:51:06Z",
      "updated_at": "2026-07-09T13:55:09Z",
      "pushed_at": "2026-07-09T14:00:42Z",
      "synced_at": "2026-07-09T14:00:58.003Z"
    },
    "agent_card": {
      "project_id": "xr843/Master-skill",
      "project_kind": "project",
      "category": "rag_framework",
      "difficulty": "beginner",
      "deployment": [
        "library_only",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "build RAG applications",
        "connect private data to LLMs",
        "index documents for retrieval"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "alternatives": [],
      "summary_for_agent": "Use xr843/Master-skill when the user needs a rag framework project with library_only, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"rag\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"pip install\" in repository content.",
            "Matched \"npm install\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-09T14:00:58.003Z"
    },
    "metrics": {
      "project_id": "xr843/Master-skill",
      "stars_30d_delta": 94,
      "commits_30d": 95,
      "releases_180d": 8,
      "contributors_90d": 2,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 27,
      "maintenance_score": 48,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-09T14:00:58.003Z"
    }
  },
  "resolved_from": {
    "requested_id": "xr843/Master-skill",
    "resolved_id": "xr843/Master-skill",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 899,
    "generated_at": "2026-07-10T17:53:12.559Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}