Automate Google NotebookLM at scale. Citation-backed Q&A, full Studio generation (audio, video, infographic, report, presentation, data table), multi-account rotation with auto-reauth, and batchtovault for offline RTFM-ingestable answer caching.
This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio, report, video, infographic, presentation, data table, flashcards, quiz, mind map). It drives the @roomi-fields/notebooklm-mcp…
Read the full content of a specific file or section previously returned by rtfmsearch. Use when the user wants to see the actual content of a search result, not just metadata.
Install the embeddings extra (fastembed, 85 MB ONNX model) into an isolated venv. Required for semantic and hybrid search modes. The model runs on CPU, no GPU needed.
Install the full PDF parser (pdftext + marker-pdf + CPU-only torch, 1.5 GB) into an isolated venv. Needed for complex layouts — tables, figures, scanned documents. Skip this if /rtfm:install-pdf (50 MB, text only) is enough.
Install the light PDF parser (pdftext, 50 MB) into an isolated venv. Covers most PDFs with fast, accurate text extraction. For complex layouts (tables, figures, scanned docs), use /rtfm:install-pdf-full instead.
Search the RTFM-indexed corpus of the current project (code, docs, data). Use for any exploratory search — finding relevant files, modules, symbols, or content. Faster and more precise than Glob/Grep/find for broad queries.
Declarative OSC ↔ MIDI/SysEx bridge for 849 hardware synthesizers and music software (Ableton, Bitwig, Reaper, Sonic Pi, SuperCollider, Pure Data). A MIDI MCP and OSC MCP — discover the device catalogue, read a device's OSC surface, and send OSC to synths and DAWs from Claude.
OSC ↔ MIDI bridge — 849 synthesizers and DAWs. A MIDI MCP and OSC MCP for controlling them. Runs locally from the @roomi-fields/osc-bridge npm package.
Plugin Claude Code anti-hallucination pour la recherche scientifique. Cree des SOTAs (etats de l'art) garantis sans fabrication, audite les SOTAs/articles existants (purge ou warnings), avec un moteur de validation strict (FSM 8 etats + cascade d'acquisition PDF + page 1 anti-homonymie + 19 invariants de coherence).…
Sub-agent that orchestrates the PDF acquisition cascade for a batch of refs. Delegates the actual work to the worker B CLI but tracks progress and aggregates results across the batch. Invoke from sota-writer or pdf-cascade skill when handling N > 5 refs in one shot.
Sub-agent that parses bibliographic sections and inline citations from SOTA / article text. Takes raw text (a section header + content, or an inline excerpt) and returns structured JSON [{author, year, title, doi?, venue?, raw}]. Isolates the LLM extraction from the main agent context. Invoke from the INGEST pipeline…
Sub-agent that audits a specific claim against the PDF cited. Invoked by citation-receipts skill for deep PDF↔claim verification. Returns structured verdict (VALID/ADJUST/INVALID/UNVERIFIABLE) with evidence quoted from the source. Isolates the heavy PDF reading from the main agent's context.
Sub-agent that validates whether a downloaded PDF matches the expected metadata (author, title, year). Anti-homonymy check on page 1. Invoke when a manual page 1 verification is needed on an acquired PDF, separate from the cascade's automatic validation.
Sub-agent that performs exhaustive multi-source academic search (paper-search MCP across 22 platforms + optional NotebookLM + optional WebSearch). Returns structured JSON of candidate refs for sota-writer phase A. Invoke when broad literature search is needed without polluting the main agent's context.