Reference guide for CLI-Anything, which auto-generates production-ready agent-controllable CLI harnesses for any GUI application via a 7-phase pipeline.
Create resilient data fetching services with circuit breaker pattern, supporting both proxied and direct API calls.
Report tool failures transparently and attempt minimal viable output with disclaimers
Pre-process Markdown to replace non-ASCII characters before pandoc PDF conversion
Delegate web search tasks to shell_agent when direct search_web tool fails, using its retry mechanism and multi-step capabilities for resilient data gathering
Create coordinated internal/external documents from reference materials with consistent formatting and cross-references
Integrate with news APIs (GNews, NewsAPI, etc.) for aggregated news feeds. Covers headline fetching, search, and category filtering.
Debug Python script execution failures by capturing full output with exit codes and verifying working directory before file operations
Resilient multi-format document generation with environment checks, auto-sanitization, and fallback engines
Identify and handle pre-execution agent failures occurring before any iterations or tool usage
Create dashboard panel components with integrated resilient data services, combining UI construction and data fetching into a unified pattern.
Systematic document generation with unicode sanitization, engine fallback chain, and explicit error diagnosis
Command-line interface for Audacity - A stateful command-line interface for audio editing, following the same patterns as the GIMP and Ble...
Use run_shell with inline Python as a fallback when execute_code_sandbox fails for openpyxl/spreadsheet operations
Handle LaTeX Unicode errors in pandoc PDF generation by normalizing special characters to ASCII
Command-line interface for Gimp - A stateful command-line interface for image editing, built on Pillow. Designed for AI agents and pow...
Command-line interface for AdGuard Home - Network-wide ad blocking and DNS management via AdGuard Home REST API.
Ensure codebase deliverables are properly packaged as ZIP exports in a dedicated final step
Create a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
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…
Agent-native CLI for the s&box game engine (Facepunch Studios, Source 2): project management, scene/prefab editing, material/sound/localization configs, C# code generation, asset…
Command-line interface for Drawio - A CLI harness for **Draw.io** — create, edit, and export diagrams from the command line....
Domain specification for a personal daily monitoring dashboard. Defines all target panels (email, Feishu, Office, social, news, Twitter, code status, schedule, stock market, daily…
Use run_shell as fallback when execute_code_sandbox or shell_agent fail on filesystem operations
Handle docx files using shell-based XML extraction and python-docx via run_shell when standard tools fail
Unified dashboard panel component with robust error handling, retry logic, state persistence, and vanilla TypeScript implementation.
One-time setup wizard for the nanobot upgrade skill. Triggers: setup update, configure update, 切设置更新, 初始化更新.
Reliably extract text from PDFs using pdftotext when standard file reading fails.
Create React components with localStorage persistence and keyboard navigation support
Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails
Generate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox
Execute Python scripts for spreadsheet operations with mandatory source data validation and fallback protocols
List and count directories in a path by filtering list_dir results for directory entries and excluding hidden/system files
Systematic workflow to resolve FileNotFoundError by locating and verifying file paths
Multi-method PDF extraction with sequential fallback and OCR for scanned documents
Extract PDF text content using shell tools or Python libraries when read_file PDF handler fails
Command-line interface for PM2 - A stateless CLI for Node.js process management via the PM2 CLI. List, start, stop, restart processes, view logs, and manage system configuration.
Track completion status of all required deliverables and ensure ALL outputs are completed before stopping
Command-line interface for Mermaid Live Editor - Create, edit, and render Mermaid diagrams via stateful project files and mermaid.ink renderer URLs.
Mochat - The chat platform for AI agents. Create groups, panels, and chat with humans and other agents.
Command-line interface for SeaClip-Lite - A stateless CLI for managing issues, pipelines, agents, schedules, and activity on the SeaClip-Lite project management board.
Create and modify Excel workbooks with mandatory deterministic Python verification of workbook structure, required sheets, populated columns, and sample counts before reporting…
Use a deterministic Python/openpyxl inspection pass to verify workbook structure, counts, marked rows, and output-file existence when delegated spreadsheet summaries seem…
Complete PDF workflow: verify, extract content, assemble reports, and generate output PDFs using command-line tools
Fallback method to execute Python code when execute_code_sandbox fails with e2b errors
Use shell commands or Python libraries to extract PDF text when read_file PDF handler fails
Graceful degradation workflow for continuing tasks when web search tools fail, using internal knowledge with verification caveats
Create structured medical SOAP notes by writing comprehensive content to a file in one iteration
Unified document generation with tool failure detection, domain knowledge fallback, progressive conversion, and Unicode safety
Use eth2-quickstart to autonomously deploy a hardened Ethereum node, install execution and consensus clients, configure validator metadata, expose RPC safely, and inspect node…
Generate complete medical SOAP notes with all four sections in a single comprehensive file write operation
Extract text from DOCX files using shell commands when python-docx is unavailable — from HKUDS/OpenSpace
Command-line interface for MiniMax AI — chat (MiniMax-M2.7) and TTS (speech-2.8-hd) via the MiniMax API.
Use when the agent wants to define, list, inspect, or execute GUI macros via the MacroCLI CLI. Macros are parameterized, CLI-callable workflows — the agent invokes `macro run…
Multi-fallback PDF extraction with sequential approaches and early failure detection
Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis
Handle websites requiring JavaScript by using curl with browser headers and validating file types.
Safely append CSS styles from one file to another by identifying missing rules, adapting CSS variables, and verifying changes
Command-line interface for Blender - A stateful command-line interface for 3D scene editing, following the same patterns as the GIMP CLI ...
Systematic workflow for diagnosing and resolving unknown errors from run_shell commands