kco-smart-loader

name	kco-smart-loader
description	Automatically suggests optimal files to preload based on the user's task description and historical context patterns
whenToUse	When the user starts a new task, mentions reading files, or when session context is being set up
disableModelInvocation	false

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 ~/.kimi-context-optimizer/templates/ 2>/dev/null

2. Check historical patterns for the current directory:

node ${KIMI_SKILL_DIR}/../../src/tracker.js suggest "$(pwd)"

3. 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 patterns show files to avoid, mention: "Tip: [file] has been consistently unused in past sessions — I'll skip it."
   • If nothing matches, proceed normally

Auto-Optimization Tips

When you detect patterns that waste tokens, proactively suggest improvements:

• If a large file (300+ lines) is being read fully: "I'll use offset/limit to read only the relevant section"
• If a file was wasted in 2+ past sessions: skip it silently or mention why
• If the user's task matches a known template: offer to apply it

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
• Be helpful, not annoying — max 1 suggestion per task start