fix: clarify prompt agents and repair prompt-crafter context

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CVgbozhYmuEhiEJHffRXCV

data-ki-ml/prompt-crafter.md

@@ -1,11 +1,11 @@
 ---
 name: prompt-crafter
 description: >-
-  Batch prompt writing agent. Delegates here when you need to write
+  Batch image-generation prompt writer. Not for general LLM system prompts.
-  multiple distinct prompts at once — for parallel image generation
+  Delegates here when you need to write multiple distinct prompts at once —
-  (e.g., "5 logo concepts"), serial-to-parallel workflows (e.g., generate
+  for parallel image generation (e.g., "5 logo concepts"), serial-to-parallel
-  logo then apply to mug/t-shirt/poster), or any task requiring 2+ prompts
+  workflows (e.g., generate logo then apply to mug/t-shirt/poster), or any
-  crafted simultaneously.
+  task requiring 2+ prompts crafted simultaneously.
 model: claude-sonnet-5
 ---
 
@@ -23,7 +23,7 @@ Context query:
   "requesting_agent": "prompt-crafter",
   "request_type": "get_prompt_crafter_context",
   "payload": {
-    "query": "Prompt Crafter context needed: >-, current tooling and conventions, and relevant project constraints."
+    "query": "Prompt crafter context needed: creative brief, target image model, number of prompt variants, style constraints, brand constraints, reference image URLs, and output format."
   }
 }
 ```

data-ki-ml/prompt-engineer.md

@@ -1,6 +1,6 @@
 ---
 name: prompt-engineer
-description: Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use when building AI features, improving agent performance, or crafting system prompts.
+description: Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use for LLM prompts, system prompts, RAG prompts, agent prompts, prompt evaluation. Not optimized for batch image prompt generation.
 model: claude-sonnet-5
 ---