prompt-optimizer

To optimize a draft prompt, you provide the raw text to the skill, which analyzes intent and gaps to output a paste-ready, optimized prompt. It maps the prompt to ECC ecosystem components for improved workflow planning.

ECC component mapping is the process of analyzing a draft prompt to identify its intent and aligning it with relevant skills, commands, agents, or hooks. This mapping generates a structured, optimized prompt ready for execution.

Yes, prompt optimization supports bilingual triggers by providing guidance and optimized prompts in both English and Chinese equivalents. This ensures the generated paste-ready prompts work across different language inputs.

The prompt optimizer generates optimized, paste-ready prompts but never executes tasks itself. It serves an advisory role by analyzing your draft, mapping requirements, and providing safety guidance within a six-phase pipeline.

The main limitation is that an advisory prompt optimizer never executes tasks directly; it only outputs optimized prompts and usage boundaries. Users must manually copy and execute the generated prompt in their target environment.

The best way to analyze prompt intent and identify gaps is through a structured six-phase pipeline that includes planning, analysis, and verification. This process detects missing elements and maps requirements to appropriate components.