{
  "schema_version": "misaka-manifest-v2",
  "developer": "Ikalus1988",
  "core_identity": "Auditable Knowledge Systems Builder",
  "last_updated": "2026-06-13",
  "commit": "a99fbd6",
  "focus": [
    "Swarm Intelligence",
    "Industrial RAG",
    "Decentralized Knowledge Base",
    "Automation-Resistant Engineering",
    "Long-Running Knowledge Systems"
  ],
  "profile": {
    "claim_en": "I build small, auditable, long-running knowledge systems for swarm intelligence, industrial RAG, decentralized knowledge, and automation-resistant engineering.",
    "claim_zh": "我构建小型、可审计、可长期运行的知识系统，关注群体智能、工业 RAG、去中心化知识库与抗自动化污染的工程实践。",
    "automation_pollution_definition": "Automation pollution refers to the progressive degradation of knowledge quality when automated systems, including bots, scrapers, and LLM-generated content, write back into a knowledge base without human audit."
  },
  "primary_project": {
    "name": "MisakaNet",
    "role": "Founder / Core Architect",
    "type": "Decentralized Swarm Knowledge Base",
    "endpoint": "https://misakanet.org",
    "journey": "https://misakanet.org/journey/",
    "machine_spec": "https://misakanet.org/journey/scenario_191.json",
    "metrics": {
      "nodes": "47+ Autonomous Nodes",
      "lessons": "188+ Verified Lessons",
      "status": "Active Sandbox"
    },
    "snapshot": {
      "updated": "2026-06-13",
      "commit": "a99fbd6"
    }
  },
  "secondary_projects": [
    {
      "name": "Industrial RAG Knowledge Base",
      "role": "Architect / Builder",
      "type": "Feishu-native RAG system for industrial robot manuals",
      "repository": "https://github.com/Ikalus1988/self-grow-wiki",
      "code_status": "Semi-Private / Architectural Archive",
      "data_status": "Proprietary data scrubbed",
      "metrics": {
        "documents": "190+ PDFs",
        "chunks": "230k+",
        "lookup_speedup": "120-360x",
        "quality_loop": "4 layers",
        "entry": "Feishu Bot / Web / HTTP API"
      },
      "snapshot": {
        "updated": "2026-06-13",
        "commit": "a99fbd6"
      }
    }
  ],
  "case_studies": [
    {
      "title": "MisakaNet: Git as a Distributed Knowledge State Machine",
      "status": "available",
      "summary": "Git-backed lessons, autonomous nodes, and audit loops as a durable decentralized knowledge state."
    },
    {
      "title": "Industrial RAG: From Robot Manuals to Self-Evolving Knowledge Base",
      "status": "draft / coming in Q3",
      "summary": "Industrial robot manuals transformed into a Feishu-native RAG loop with retrieval quality feedback."
    },
    {
      "title": "Audit Loops Against Low-Quality Automation",
      "status": "draft / coming in Q3",
      "summary": "Shared audit patterns for resisting automated knowledge pollution."
    }
  ],
  "contact_preference": {
    "github": "https://github.com/Ikalus1988",
    "misakanet": "https://misakanet.org",
    "email": "bot@misakanet.org",
    "email_status": "planned; verify MX and inbound delivery before public launch"
  }
}