Akshay N
Community@akshay-na · Banglore, India
Curious about systems, thoughtful about simplicity.
Agent Skills by Akshay N
Showing 12 vetted skills indexed across 1 GitHub repositories.
engineering-economics
Analyze cloud pricing models and estimate monthly infrastructure costs.
observability-as-design
Define metrics, structured logging, and tracing boundaries before implementation.
context-memory
Manage Qdrant-backed memory operations with schemas, namespaces, and retrieval orders.
meta-learning-engineering-retrospection
Guide structured retrospectives to document lessons and refine decision-making heuristics.
security-threat-modeling
Analyze authentication flows, trust boundaries, and supply chain risks in system designs.
ai-orchestration-prompt-engineering
Delegate tasks to AI agents with structured outputs and validation checks.
performance-runtime-literacy
Diagnose performance and runtime issues in software services.
abstraction-judgment
Guide software engineers on when to extract shared code or create base classes.
project-agent-usage
Guide project agents in discovering and interpreting typed team member roles.
clarity-technical-communication
Document engineering decisions with context, trade-offs, and justification.
systems-design-depth
Document architectural decisions and failure modes before implementing new services.
failure-engineering
Design resilient distributed systems with retries, circuit breakers, and idempotency.