Knowledge-and-Memory-Management/capability.yaml at main · mage0535/Knowledge-and-Memory-Management · GitHub

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# KMM Capability Manifest
kmm:
  version: "0.2.0"
  capabilities:
    - id: kmm.collect.web
      description: "Collect web page content into structured notes with knowledge objects"
      input:
        url: string
      output:
        note_id: string
        knowledge_path: string

    - id: kmm.collect.video
      description: "Create structured capture notes from video URLs (YouTube, Bilibili, etc.)"
      input:
        url: string
      output:
        note_path: string
        metadata.video_id: string

    - id: kmm.collect.article
      description: "Collect article content by platform source and keyword or URL"
      input:
        source: string
        keyword: string
      output:
        note_path: string
        source_type: string

    - id: kmm.collect.document
      description: "Convert documents (PDF, DOCX, MD, etc.) via MarkItDown and generate notes"
      input:
        path: string
      output:
        note_path: string

    - id: kmm.collect.book
      description: "Trigger book-to-skill refinement pipeline for PDF/EPUB files"
      input:
        path: string
      output:
        book_to_skill_output: dict

    - id: kmm.analyze.material
      description: "Deterministic knowledge analysis — extract concepts, claims, actions, risks"
      input:
        text: string
        title: string
        source_type: string
      output:
        knowledge_object: "kmm.knowledge_object.v1"

    - id: kmm.note.generate
      description: "Generate structured Markdown note plus machine-readable knowledge JSON sidecar"
      input:
        title: string
        content: string
        domain: string
      output:
        note_id: string
        note_path: string
        knowledge_path: string

    - id: kmm.search
      description: "Multi-layer fused knowledge search (local + FTS5 + Hindsight + gbrain)"
      input:
        query: string
        domains: list[string]
      output:
        results:
          - source: string
            title: string
            score: number
            url: string

    - id: kmm.search.augmented
      description: "Local-first search with AnySearch vertical domain web fallback"
      input:
        query: string
        domain: string
      output:
        source: "local | web | hybrid"
        results: list

    - id: kmm.sync.cloud
      description: "List configured cloud drives and sync notes"
      input:
        command: "list | sync_to | sync_from"
      output:
        drives: list[string]

    - id: kmm.health
      description: "Get KMM health status: note counts, sync state, service availability"
      input: {}
      output:
        notes.total: number
        services.gbrain: boolean
        services.hindsight: boolean

    - id: kmm.migrate
      description: "Migrate knowledge objects between schema versions"
      input:
        obj: dict
        target_version: string
      output:
        migrated_object: dict