Fallback workflow for reliable file creation and verification when automated code execution fails
Generate properly-formatted SKILL.md files from extracted architectural patterns. Turns raw pattern descriptions into reusable skills that OpenSpace can discover, select, and…
Fallback workflow for regulatory research when web extraction tools fail on government PDFs
Multi-fallback PDF/text extraction with early failure detection and sequential tool fallbacks
Implement efficient virtual scrolling for rendering large lists with DOM recycling, chunk-based rendering, and performance optimizations
3MF mesh geometry editor — detect and resize cylindrical holes, repair meshes, compare 3D printing files. Works with BambuStudio and PrusaSlicer 3MF files.
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
Fallback workflow for multi-format document generation when shell_agent encounters errors
Command-line interface for ComfyUI - AI image generation workflow management via ComfyUI REST API. Designed for AI agents and power users who need to queue workflows, manage…
Systematic Python debugging workflow for spreadsheet tasks to isolate environment issues from script logic
Command-line interface for Openscreen — a screen recording editor. A stateful CLI for editing screen recordings with zoom, speed ramps, trim, crop, annotations, and polished…
Command-line interface for Ollama - Local LLM inference and model management via Ollama REST API. Designed for AI agents and power users who need to manage models, generate text,…
Iteratively debug Excel structure with exploratory scripts before writing extraction logic
Create serverless API proxy endpoints that hide API keys and provide a unified backend for the dashboard frontend. Designed for Vercel deployment.
Use shell_agent as fallback when execute_code_sandbox fails for Excel file operations
Unicode-safe fallback workflow for multi-format document generation with character sanitization — from HKUDS/OpenSpace
Diagnose and resolve file access issues by verifying directory structure, reading multiple files in parallel batches, running combined shell property checks (head/wc-l) in the…
Document generation with direct pandoc/ReportLab execution (lightweight default) and optional shell_agent fallback for complex scenarios
How to implement sidebar/widget UI components that receive pushed data updates from a caller, using a singleton module pattern with exported factory and update functions plus…
Ensures agents check and use provided context files for data before attempting external searches.
Robust PowerPoint generation with shell_agent primary approach and python-pptx fallback, including working directory verification and inline error debugging
PDF extraction with ordered tool chain: read_file, then run_shell/pdftotext, then execute_code_sandbox/PyMuPDF
Reliable fallback technique for writing large file contents when write_file and shell_agent both fail with 'unknown error' due to payload size limits — uses run_shell wit — from…
Command-line interface for Mubu - Canonical packaged entrypoint for the Mubu live bridge....
Ensures agents read and use provided reference files before searching or fabricating data
Lets an agent install or build a harness around an existing tool so the tool becomes callable through a predictable CLI surface.
Social media monitoring, narrative tracking, and open-source intelligence for journalists. Use when tracking viral content spread, analyzing coordinated campaigns, monitoring…
Multi-step PDF download and text extraction with progressive fallback strategies
Integrate with Finnhub Stock API for real-time and historical stock market data. Covers quote fetching, company profiles, and WebSocket streaming.
PDF text extraction with tool cascade prioritizing shell pdftotext before Python fallback
Generate professional documents using write_file when primary data sources fail, leveraging embedded domain knowledge instead of external retrieval
Command-line interface for Calibre - A stateful CLI harness for e-book library management, metadata editing, and format conversion wrapping the real Calibre tools (calibredb,…
Use shell tools safely in sandboxed environments by discovering files from real workspace roots instead of assumed user folders, then explicitly verifying output artifacts after…
Two-pass video concatenation workflow that avoids encoder compatibility issues by separating concat and audio mixing
Command-line interface for Zoom - CLI harness for **Zoom** — manage meetings, participants, and recordings from the command line via t...
Enhanced dashboard panel component with robust error handling, retry logic, localStorage persistence, and co-located inline helper functions (e.g.
Use Nanobot to configure a lightweight local personal agent with model providers, MCP tools, memory, chat channels, search, and gateway deployment paths.
Adaptive polling pattern with exponential backoff on failure, automatic recovery on success, and visibility-aware scheduling
Command-line interface for Slay the Spire 2 - Control the real game through a local bridge mod HTTP API.
Complete CLI harness for FreeCAD parametric 3D CAD modeler (258 commands). Covers ALL workbenches: Part (29 primitives + boolean + mirror + loft + sweep), Sketcher (26 cmds:…
Execute Python scripts for spreadsheets with prerequisite data validation and source accessibility checks
Resilient PowerPoint generation with shell_agent primary path and python-pptx fallback
Safely append CSS styles from one file to another, with per-selector grep verification after every append to catch silent truncation that tail or wc-l alone would miss
Create a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Debug Python PDF generation errors by using unbuffered output and stderr inspection to reveal actual tracebacks
Verify a file's first N lines and total line count in one shell call using head and wc -l with an echo separator, minimizing read operations and shell iterations.
Command-line interface for Inkscape - A stateful command-line interface for vector graphics editing, following the same patterns as the GI...
Multi-layer workflow for creating complete panel features by analyzing existing patterns and generating coordinated server routes, services, UI components, registration — from…
Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.
Create a dashboard panel component with advanced dynamic content updates and robust error handling, including retry logic and state management, using vanilla TypeScript DOM API.
Capture Unreal Engine traces, inspect Trace Store files, keep Unreal Insights GUI open, and export/summarize timing/counter data.
Robust document generation with engine fallback chain, error diagnostics, and Python alternatives
Agent-native CLI for Godot project management, scenes, exports, and script execution.
Command-line interface for Kdenlive - A stateful command-line interface for video editing, following the same patterns as the Blender CLI ...
Systematic fallback workflow for PDF generation through pandoc, reportlab, and fpdf2 with installation verification
Incremental audio production with duration mismatch handling, adaptive stem extension, and pre-mix alignment verification
Transform unstructured clinical encounters into comprehensive SOAP notes with ICD codes and care plans
Create data fetching services with circuit breaker pattern for API resilience. Services handle fetch, cache, retry, and expose typed data to panel components.
Command-line interface for Pioneer Rekordbox 6/7 - DJ library and live-deck control via guarded SQLCipher master.db access (pyrekordbox) + virtual MIDI mapping.
Generate structured PDF checklists and reports using Python libraries in sandbox