By name: teaching-re-running-expensive description: | Learned from user correction: Teaching: re-running expensive inference during optimization - risk of look-ahead bias if news timestamps are not carefully managed --- ## 2 | Correction: User wants 'hft' instead of 'suitable for' | User wants instead: 'provides context that informs strategy selection or parameter tuning' author: Claude Code (extracted by Claudeception v4.0) version: 1.0.0 date: 2026-03-26 tags: ["correction", "learned", "wrong_assessment"] level: user breakthrough_score: 52.05
Teaching: re-running expensive inference during optimization
Problem / Use Case
When to Use This Skill
When making similar mistakes to: wrong_assessment
Solution / Approach
Teaching: re-running expensive inference during optimization - risk of look-ahead bias if news timestamps are not carefully managed --- ## 2 | Correction: User wants 'hft' instead of 'suitable for' | User wants instead: 'provides context that informs strategy selection or parameter tuning'
Verification
- Apply the corrected approach and verify user acceptance
Extraction Context
- Extracted automatically by Claudeception v4.0
- Breakthrough score: 52.05
- Classification: user
- Confidence: 0.85
- Corrections detected: 2