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cccskills
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knowledge

Answer from the user's own indexed documents with Guaardvark's local RAG, browse and read indexed files section by section, remember facts across sessions, and process or fetch new material. Use when the user asks what their documents say, wants a source-cited answer from their files, says "remember this", or asks to index a PDF, DOCX, spreadsheet, image or URL.

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SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

Knowledge with Guaardvark (MCP tools)

Everything here is the guaardvark MCP server. All retrieval is local (Ollama embeddings, hybrid search, cross-encoder reranking on the user's GPU).

Find and read

tooluse
search_knowledge_basethe question in plain words; returns passages with sources. Cite them.
summarize_corpuswhat the whole knowledge base covers, before searching blind
list_documentswhich documents are indexed and how many passages each has
get_document_outlinesections or pages of one document, in order
read_document_sectionthe actual text of one section or page, no search
process_fileextract content from a PDF, DOCX, CSV, Excel, image or other file the user names
fetch_urltitle, description and main text of one web page; pass query (the user's question) to get the passage about it instead of the top of the page
web_searchweb results (titles, snippets, URLs) when the answer is not local; source names the search engine that answered, and no_results says when it found nothing

Pattern: summarize_corpus or list_documents → search_knowledge_base → read the exact section with get_document_outline + read_document_section before quoting.

Remember

  • save_memory: a fact, preference or instruction to keep across sessions. Use when the user says "remember", or states a durable preference. One fact per call.
  • search_memory: check before assuming; recalled memories are what was true when saved.
  • Forgetting: delete_memory is not exposed by this server by default, because it deletes. Find the memory with search_memory, then delete it with DELETE /api/memory/<id> on the backend. An operator who wants the tool over MCP adds delete_memory to server.tools.allow in data/config/mcp.json.

Rules

  • Quote the source (document name and section) for any claim that came from retrieval.
  • If retrieval returns nothing, say so; do not fill the gap from general knowledge without labelling it.
  • Indexing new folders happens in the Studio's Library page; the MCP server reads what is indexed.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

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cast

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Build consistent characters, environments and props in Guaardvark's Cast Library and train LoRAs for them locally (reference photos → vision bible → sample plan → approved samples → training). Use when the user wants the same face or object across images, videos, a music video, or a Film Crew production, or asks to "train a LoRA".

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

code

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Code intelligence over repositories Guaardvark has indexed: semantic code search, exact-text search, file listing, PageRank repository map, import dependency graph, reading one class or function, analysis and generated rewrites, plus the System Mapper and self-improvement status. Use when the user asks where something is implemented, how modules depend on each other, or wants an architecture map of an indexed repo.

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

film-crew

無料

Run Guaardvark's five-role Film Crew locally: screenwriter, casting (Cast Library LoRAs), cinematographer storyboards, keyframe renders, editor. Turns a logline or screenplay into a finished short video with human gates at casting and storyboard. Use when the user says "film this", "make a short film", "storyboard this script", or "start the film crew".

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

image

無料

Generate or edit images on the user's own GPU through Guaardvark: single images, instruction edits, background cut-outs, inpaint and outpaint, consistent characters from the Cast Library, and batch runs of many prompts. Use when the user asks to create, draw, render, visualize, edit, or batch-generate images locally.

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

models

無料

Add any Hugging Face image or video model, checkpoint or LoRA to Guaardvark from a URL, list what is installed, and download registry models on request. Use when the user pastes a huggingface.co link or a .safetensors URL, asks "can it run <model>", or wants a new LoRA or checkpoint available in the Studio.

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

music

無料

Generate full songs with vocals or instrumentals (ACE-Step) and sound effects or ambience (Stable Audio Open) on the user's GPU through Guaardvark's Audio Foundry. Use when the user asks for a song, a beat, a jingle, background music, or a sound effect, made locally with no subscription.

日本語の概要は準備中です。原文の説明を表示しています。

guaardvark/guaardvark2582026年10月11日 更新

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