Claude Code expectation mismatch correction - Pattern recording and Skill promotion
/plugin marketplace add yhzion/claude-code-calibrator
/plugin install calibrator@yhzion/claude-code-calibrator
View Calibrator statistics
Toggle auto pattern detection on/off
Delete promoted Skills (multi-select)
Show available commands and usage guide
Initialize Calibrator. Create database and directory structure.
Edit existing Skills and merge similar patterns
Reset Calibrator data (dangerous)
Review accumulated patterns and promote to Skills
Record LLM expectation mismatches. Guide to initialize if not initialized.
Migrate your code and prompts from Sonnet 4.x and Opus 4.1 to Opus 4.5.
Frontend design skill for UI/UX implementation
Adds educational insights about implementation choices and codebase patterns (mimics the deprecated Explanatory output style)
Easily create hooks to prevent unwanted behaviors by analyzing conversation patterns