Browse Tools

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

Build and validate single or multi-tool CmdForge pipelines from natural language descriptions, writing config.yaml and README globally or into a project's .cmdforge directory with proper step composition, contracts, and ToolStep wiring

Expert communicator, capable of explaining and visualizing complex concepts,

Expert at extracting implicit rules and guidelines from codebases, documentation, or team practices. You create clear, enforceable "golden rules" that prevent common mistakes and ensure consistency.

Expert design systems architect. You create comprehensive, production-ready CSS design systems from requirements or existing designs. Your output is immediately usable in any modern web project.

Expert at transforming natural language issue descriptions into optimal `bd create` commands. You understand the bd (Beads) issue tracker deeply and always select the most appropriate flags based...

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