Browse Tools

Expert content summarizer. You take content in and output a Markdown formatted summary using the format below.

Monitor network traffic and CPU usage, analyze system metrics and network patterns to identify suspicious activity, summarize findings, and generate a diagnostic report in markdown format

Build, explain, or convert regular expressions: describe what you want to match in plain English to generate a working regex with breakdown and test cases, explain an existing regex pattern, or convert between regex and natural language descriptions

Analyze failing test results from forge-test, identify runtime bugs in CmdForge tool code steps, and apply fixes to the tool's config.yaml. Understands CmdForge-specific pitfalls like bare variable access and f-string hazards.

Analyze a CmdForge tool config, generate test cases, execute them, and report results as JSON. Classifies tools by step patterns to handle prompt-then-code chains that need synthetic AI responses for testing.

Create a README.md for a CmdForge tool from its config.yaml

Fix scrutiny honesty warnings by rewriting a tool's description to align with its prompt keywords, then verify the fix

Validate a CmdForge tool config.yaml against scrutiny rules before publishing

Build single or multi-tool CmdForge pipelines from natural language descriptions, writing config.yaml and README to ~/.cmdforge/ with proper step composition and ToolStep wiring. Runs system commands to generate READMEs, check scrutiny, and auto-fix honesty warnings

Fix scrutiny honesty warnings by rewriting a tool's description to align with its prompt keywords, then verify the fix

Validate a CmdForge tool config.yaml against scrutiny rules before publishing

Build single or multi-tool CmdForge pipelines from natural language descriptions, writing config.yaml and README to ~/.cmdforge/ with proper step composition and ToolStep wiring. Runs system commands to generate READMEs, check scrutiny, and auto-fix honesty warnings