Iterative workflow to verify PDF page counts and adjust layout parameters until requirements are met
Systematic approach to diagnosing and resolving SSL/proxy connectivity issues with restricted websites
Complete PDF workflow: extract content from source PDFs and generate new PDF reports using command-line tools
Use direct Python execution for reliable spreadsheet operations instead of shell_agent
Command-line interface for Drawio - A CLI harness for **Draw.io** — create, edit, and export diagrams from the command line....
Execute Python scripts for spreadsheets with prerequisite data validation and source accessibility checks
Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalability and resilience.
Use OpenRefine through an agent-native CLI for importing messy data, applying JSON operation histories, inspecting rows, exporting cleaned data, and managing session undo/redo.
Multi-path document generation with tool checks, Unicode handling, and Python fallbacks
Analyze existing source code to identify key patterns and generate comprehensive educational skill documentation with proper YAML frontmatter, architectural analysis, code…
Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search.
Multi-fallback PDF extraction with sequential approaches and early failure detection
Create resilient, data-driven dashboard panels with integrated API handling and UI components, combining circuit breaker patterns with vanilla TypeScript panel architecture.
Reliably extract text from PDFs using pdftotext when standard file reading fails.
Use run_shell with python-docx as reliable fallback when read_file fails on .docx files
Track completion status of all required deliverables and ensure ALL outputs are completed before stopping
Search for reusable skills across OpenSpace's local registry and cloud community. Reusing proven skills saves tokens, improves reliability, and extends your capabilities beyond…
Capability-based multi-tool matrix for image and graphic design: AI generation, raster/vector editing, UI mockups, diagrams, upscaling, photo library, and publishing.
Ensures agents read and use provided reference files before searching or fabricating data
Systematic document generation with unicode sanitization, engine fallback chain, and explicit error diagnosis
Unicode-safe fallback workflow for multi-format document generation with character sanitization and explicit error capture — from HKUDS/OpenSpace
Command-line interface for Obs Studio - A stateful command-line interface for OBS Studio scene collection editing, following the same patter...
Dashboard panel components (class-based, self-fetching) and push-update sidebar modules (functional, externally-driven) using vanilla TypeScript DOM API, with retry logic,…
Use eth2-quickstart to autonomously deploy a hardened Ethereum node, install execution and consensus clients, configure validator metadata, expose RPC safely, and inspect node…
Fallback workflow for running code via file write and shell when sandbox execution fails
Use run_shell with inline Python as a fallback when execute_code_sandbox fails for openpyxl/spreadsheet operations
Command-line interface for SeaClip-Lite - A stateless CLI for managing issues, pipelines, agents, schedules, and activity on the SeaClip-Lite project management board.
Add visual features (thumbnails, badges, dynamic styling) to TypeScript components by coordinating TypeScript logic changes with CSS updates
Fallback to run_shell and write_file when execute_code_sandbox or shell_agent fail on filesystem operations
Multi-step PDF download and text extraction with progressive fallback strategies
Use Nanobot to configure a lightweight local personal agent with model providers, MCP tools, memory, chat channels, search, and gateway deployment paths.
Resolve file access failures by changing to the correct working directory before command execution
Resilient multi-tier PDF extraction with sequential fallback strategies when initial reading fails
Systematic debugging workflow for SSL/proxy connectivity issues with government and institutional websites
Command-line interface for Mubu - Canonical packaged entrypoint for the Mubu live bridge....
Fallback workflow for multi-format document generation when shell_agent encounters errors
Workaround for write_file failures caused by special characters (apostrophes, backticks, template literals) by using a Python heredoc script executed via shell.
Extract text from DOCX files using shell or Python zipfile, with environment-aware fallback
Fallback workflow for reliable file creation and verification when automated code execution fails
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…
Multi-layer workflow for creating complete panel features by analyzing existing patterns and generating coordinated server routes, services, UI components, registration — from…
End-to-end audio production workflow with stems, effects, archiving, and verification
Generate structured medical SOAP notes with all required sections in a single comprehensive file write.
Create resilient data fetching services with circuit breaker pattern, supporting both proxied and direct API calls.
Verify PDF page count and content using command-line tools when Python libraries unavailable
Edit Excel workbooks only after anchored preflight audit, then require deterministic Python/openpyxl post-write proof that every requested criterion is satisfied or explicitly…
Use direct Python execution for reliable spreadsheet and document/PDF generation operations — from HKUDS/OpenSpace
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
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.
Safely append CSS styles from one file to another by identifying missing rules, adapting CSS variables, and verifying changes
Command-line interface for n8n workflow automation platform. Manages workflows, executions, credentials, variables, and tags. Based on n8n Public API v1.1.1 (n8n >= 1.0.0).
AI-powered video captioning — transcribe speech, optimize/translate subtitles, and burn them into video via the stable VideoCaptioner backend. Free ASR and translation included.
Create a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Command-line interface for Inkscape - A stateful command-line interface for vector graphics editing, following the same patterns as the GI...
Unified guide for authoring dashboard panel components in vanilla TypeScript — covers the Panel base class architecture, localStorage state persistence, exponential-backo — from…
Use run_shell as fallback when execute_code_sandbox or shell_agent fail on filesystem operations
Ensure codebase deliverables are properly packaged as ZIP exports in a dedicated final step
Robust PowerPoint generation with shell_agent primary and python-pptx fallback, including directory verification and error debugging
Command-line interface for Slay the Spire 2 - Control the real game through a local bridge mod HTTP API.
Command-line interface for MiniMax AI — chat (MiniMax-M2.7) and TTS (speech-2.8-hd) via the MiniMax API.