midjourney-cc-skill: Command for Claude Code

Apply Knowledge

Given a reference description or intent, show which learned patterns would apply and construct a prompt using accumulated knowledge.

Instructions

1. Verify database access. Run SELECT COUNT(*) FROM sessions via sqlite-simple MCP. If the query fails, tell the user: "Database not available. Run claude mcp add sqlite-simple -- npx @anthropic-ai/sqlite-simple-mcp mydatabase.db then restart Claude Code." Do not proceed without database access.

2. Analyze the user's input to identify relevant categories. The input could be:

   • A description of what they want ("glowing organic form with dual-tone lighting")
   • A reference to a visual style ("like that glass sculpture look")
   • A set of requirements ("commercial product shot, clean, minimal")

3. Extract category tags from the input. Map descriptions to categories:

   • Mentions of light, glow, shadow, bright, dark → lighting
   • Mentions of glass, metal, wood, fabric, ceramic → materials
   • Mentions of shape, form, organic, geometric → forms
   • Mentions of color names, warm, cool, vibrant → color
   • Mentions of mood, feeling, vibe → mood
   • Mentions of render, 3D, photo, illustration → style
   • Mentions of framing, layout, position → composition

4. Query candidate patterns:

   SELECT * FROM patterns
   WHERE is_active = 1 AND category IN (...extracted categories...)
   AND confidence IN ('medium', 'high')
   ORDER BY confidence DESC, success_rate DESC
   

5. Score each pattern for relevance to this specific task. Not every pattern in a matching category is equally useful. For each candidate pattern, assess:

   a. Context match — Does the pattern's problem description match the current situation? A lighting pattern for "soft ambient" is irrelevant when the user wants "harsh directional." Read the pattern's problem, example_bad, example_good, and notes fields to judge fit.

   b. Specificity alignment — Prefer patterns whose specificity level matches the task:

   • universal patterns always apply (prompt structure rules, parameter basics)
   • general patterns apply when the category matches
   • specific patterns apply only when the exact context matches (check notes and tags for conditional context like "works when subject is organic" or "only for V7")
   • user-preference patterns apply when the same user's style preferences are relevant