constraint-identifier
SolidSystem bottleneck identification and exploitation skill with throughput analysis and five focusing steps implementation
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Quality Score: 96/100
Skill Content
Details
- Author
- a5c-ai
- Repository
- a5c-ai/babysitter
- Created
- 4 months ago
- Last Updated
- today
- Language
- JavaScript
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
thinking-theory-of-constraints
Identify and manage the bottleneck; improvements elsewhere don't matter until the constraint is addressed. Use for performance optimization, process improvement, and resource allocation.
capacity-constraint-analyzer
Production capacity analysis skill using Theory of Constraints principles
constraint-awareness
Use when prioritizing work in an AI-assisted codebase, designing agent autonomy levels, deciding what to automate vs keep manual, or evaluating whether a process/tool adds value. Covers Theory of Constraints for AI-era engineering: cheap code production, human review/validation/decision bottlenecks, Five Focusing Steps, constraint-aware process design, attention audits, and constraint-shift modeling. Do NOT use for task-effort estimation, backlog scoring with RICE/WSJF/ICE, or routing a task to a specific model.
constraint-solver
Constraint-based problem solving skill. Finds elegant solutions when the design space is heavily restricted — budget caps, time limits, technology mandates, team size, ethical bounds, regulatory requirements. Treats constraints as the design material, not the obstacle. Surfaces constraint violations early, ranks constraints by hardness, and finds solutions that satisfy all hard constraints while optimizing within soft ones. The tighter the constraints, the sharper the solution. Use when user says: very limited budget, we can't use X, strict deadline, only N people, regulatory constraint, tech stack is fixed, solve with these restrictions, must work within these limits, strong constraints, can't change the requirements, work within the box, solve this but we can only, tiny budget, no budget, works with these limitations, solve under constraint. Do NOT activate for: open-ended problems with no constraints, problems where the first step is to challenge the constraints themselves (use pre-mortem instead). First r
bottleneck-identifier
Execute bottleneck identifier operations. Auto-activating skill for Performance Testing. Triggers on: bottleneck identifier, bottleneck identifier Part of the Performance Testing skill category. Use when working with bottleneck identifier functionality. Trigger with phrases like "bottleneck identifier", "bottleneck identifier", "bottleneck".