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command-rewriter

Converts natural-language user prompts into precise shell/terminal commands. Use when the user asks to 'do X' and the task requires running commands — e.g., 'restart the backend', 'run migrations', 'install dependencies', 'check the logs', 'deploy to production'.

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ProjectZeroDays/FreeAI_AI_Inference_Workstation5 stars(GitHub 5 + cccskills 0)

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SKILL.md (original)

Review the instructions the agent will receive before you install.

Command Rewriter

Translates user intents into exact CLI commands with safety checks, context awareness, and error-prevention.

When to Use

  • User says something like: "restart the server", "run the tests", "deploy this", "check why it failed", "install that package"
  • The prompt implies a command but doesn't specify the exact one
  • Before running any command that modifies the system, ask for confirmation if it's destructive

Process

  1. Understand intent — What is the user actually trying to achieve?
  2. Check project context — Read package.json, requirements.txt, Makefile, docker-compose.yml, or equivalent to find the correct commands
  3. Construct command — Use the project's actual tooling (not guesses)
  4. Safety check — Flag destructive operations (deletes, drops, pushes to prod) before running
  5. Execute — Run the command and report results

Examples

User PromptAction
"restart the backend"Read project structure, find backend entry point, run cd backend && python main.py or npm run dev
"run migrations"Check for alembic, django migrate, prisma migrate, etc. and run the correct one
"install dependencies"Detect package manager (npm, pnpm, pip, cargo) and run accordingly
"check the logs"Find log files or run the service's log command
"deploy to production"Show the deploy command and ask for confirmation before running
"what's wrong with the build"Run the build command and analyze the error output

Rules

  • Always read the project's configuration files before guessing commands
  • Use --dry-run when available for destructive operations
  • Never run rm -rf / or equivalent without explicit confirmation
  • If multiple commands could work, pick the one that matches the project's conventions
  • Report the exact command you ran and its output to the user

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