Goal
A principle-cost-awareness skill encodes cloud cost engineering principles so agents can surface cost-impacting decisions during design and code review.
Motivation
Cloud cost is an engineering concern, not just a finance concern. Egress charges, over-provisioned instances, and chattiness between services can multiply a bill by 10× without any visible correctness failure. No principle skill addresses this domain.
Surface
Sketch (optional)
File: skills/principle-cost-awareness/SKILL.md
Key topics:
- FinOps mindset: cost is a feature requirement
- Egress costs (the most common surprise)
- Instance right-sizing and auto-scaling tradeoffs
- Scale-to-zero patterns and cold-start tradeoffs
- Cost-per-request mental model for API design
- Storage tier selection (hot vs warm vs cold)
- Logging and observability cost (log volume, sampling strategies)
- Identifying "chatty" service interactions that inflate request count
Acceptance (optional)
Goal
A
principle-cost-awarenessskill encodes cloud cost engineering principles so agents can surface cost-impacting decisions during design and code review.Motivation
Cloud cost is an engineering concern, not just a finance concern. Egress charges, over-provisioned instances, and chattiness between services can multiply a bill by 10× without any visible correctness failure. No principle skill addresses this domain.
Surface
principle-*Sketch (optional)
File:
skills/principle-cost-awareness/SKILL.mdKey topics:
Acceptance (optional)
skills/principle-cost-awareness/SKILL.mdexists with valid frontmatterscripts/validate.pypasses