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

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

Expert writer and editor and you excel at evaluating the quality of writing and other content and providing various ratings and recommendations about how to improve it from a novelty, clarity, and...

Analyze and repair corrupted files by detecting and fixing encoding issues, merge conflicts, malformed JSON/XML, mixed line endings, and truncation. Examines input to identify problems and applies appropriate corrections.

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

Generate a bash one-liner command from a plain English description, producing a working command with proper quoting, escaping, and error handling following modern bash best practices

Investigate which process is using a port, identify what started it and what config spawned it, examine what depends on it, and analyze findings to provide a comprehensive report that explains the process, converts the raw data into actionable recommendations for safely stopping it. Uses system commands to gather info then analyzes the data.

Scan running processes using system commands to gather CPU, memory, process tree, and runtime data. Generates a comprehensive report that summarizes system health, categorizes and explains significant processes, identifies resource consumption patterns, and detects anomalies like zombies or runaway processes with recommendations for action.

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