smart-loader

Automatically suggests optimal files to preload based on the user's task description and historical context patterns. Activates when the user starts a new task, mentions reading files, or when session context is being set up.

Smart Context Loader

When a user starts a new task or asks to work on something, check if there are historical patterns that suggest which files they'll need.

When to Activate

  • User describes a new task (bug fix, feature, refactor, review)
  • User says "let's work on..." or "I need to fix..."
  • Session just started and user is describing what they want to do
  • User asks "what files do I need for this?"

How to Use

  1. Check for existing templates matching the task type:
ls ~/.claude-context-optimizer/templates/ 2>/dev/null
  1. Check historical patterns for the current directory:
node ${CLAUDE_PLUGIN_ROOT}/src/tracker.js suggest "$(pwd)"
  1. Based on the task description and historical data:
    • If a matching template exists, mention it: "I see you have a '{name}' template. Want me to load that context?"
    • If historical patterns suggest files, mention: "Based on previous sessions, you usually need these files for this type of task: ..."
    • If nothing matches, proceed normally

Important

  • Do NOT automatically read files without user confirmation
  • Only SUGGEST, don't force context loading
  • Keep suggestions brief (top 3-5 files max)
  • If no tracking data exists yet, skip silently — don't mention the optimizer