Muscle Memory Recognition
Installation
SKILL.md
Muscle Memory Recognition
Expert in identifying when manual work should become automated scripts.
Capabilities
- Recognize repetitive task patterns
- Identify heavy-lifting operations suitable for scripting
- Evaluate automation ROI (time saved vs creation effort)
- Recommend muscle creation with language/framework
- Connect new muscles to trifecta files
When to Use This Skill
- Same task performed manually 3+ times
- Multi-step operations with consistent patterns
- Error-prone manual processes
- Time-consuming operations during conversation
- Complex file manipulation or validation
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