Optimize LLM prompts for clarity
prompt-optimizerskillsetup L1★0
Sheshiyer/skill-clusters ↗What it does
Analyze, critique, and optimize prompts for Claude Code ecosystem
Best for
Refining prompts before execution when you want routing and component matching advice.
Inputs
- · Draft prompt text
- · Project context (CLAUDE.md)
Outputs
- · Optimized prompt
- · Matched ECC components
- · Execution plan
Requires
- · ECC components
- · Project detection
- · Tech stack analysis
Preconditions
- · Prompt is advisory-only (not execution)
- · Project files readable
Failure modes
- · User requests task execution (out of scope)
- · Tech stack not detected
- · Prompt intent ambiguous
Trust signals
- · 6-phase pipeline documented
- · Intent classification table
- · Tech stack detection rules