document-parse
Structured parsing of complex documents into JSON and LLM-ready markdown with two local engines - LiteParse `lit` for PDFs and images (layout blocks, markdown,…
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Updated 11-05 00:16
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Structured parsing of complex documents into JSON and LLM-ready markdown with two local engines - LiteParse `lit` for PDFs and images (layout blocks, markdown,…
Adds a searchable text layer to scanned or image-only PDFs with OCRmyPDF (Tesseract) - local, free, deterministic, no AI tokens. Use when a PDF has no text…
Builds HTML slide decks with Quarto's Reveal.js format - new decks from bundled templates, SCSS themes, speaker notes, columns, fragments, code highlighting,…
Transcribe audio or video files to text locally with Whisper - mlx-whisper on macOS with Apple Silicon, openai-whisper elsewhere. Use when the user wants to…
Help me process PDF documents
Start background observation that watches your session for friction and implements improvements. Use when you say "start workflow improvement",…
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations,…
Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm) where the workbook file is the primary deliverable. Use for formulas, formatting, financial…
Incremental audio production with duration alignment handling, per-stem verification, and adaptive extension strategies
End-to-end audio production workflow with stems, effects, archiving, and verification
Extract text from DOCX files with shell-primary approach and Python zipfile fallback for maximum reliability
Build complex Excel files through staged, verifiable steps with intermediate CSV outputs for debugging
Handle Excel files with irregular headers, merged cells, and unknown header row positions using pattern-matching and index-based extraction.
Systematic diagnostic workflow for resolving pandoc PDF conversion errors
Generate PowerPoint files using shell_agent and locate them in nested workspace directories
Validate PowerPoint files using python-pptx when read_file fails
Use run_shell with cd and heredoc syntax for complex Excel operations when read_file fails on XLSX or execute_code_sandbox fails on multi-step workbook creation
Reliably extract text from PDFs using pdftotext when standard file reading fails.
Safely update Excel workbooks by first locating candidate files, verifying workbook structure before editing, and running post-write validation against…
Execute Python scripts for spreadsheet operations with mandatory source data validation and fallback protocols
Create and modify Excel workbooks with mandatory deterministic Python verification of workbook structure, required sheets, populated columns, and sample counts…
Use Fast Gauge when the loop itself is healthy but too slow, and you need quicker draws, shorter iteration, or faster feedback.
Enforce session-cost telemetry and execution-metadata reporting. Use when explicitly invoking get_session_cost, reporting token/cost usage, applying telemetry…
Build scalable asynchronous workflows using Queues, Jobs, and Events in Laravel. Use when implementing queued jobs, event-driven workflows, or async processing…