wshobson/agents
These skills were imported into SkillJury from the public skills ecosystem.
python-resource-management
Deterministic resource management with context managers, cleanup patterns, and streaming state accumulation.
python-type-safety
Static type checking with annotations, generics, protocols, and strict mode enforcement.
risk-metrics-calculation
Portfolio risk measurement with VaR, CVaR, Sharpe, Sortino, and drawdown analysis.
saga-orchestration
Orchestrate distributed transactions and long-running workflows with saga patterns for multi-service coordination.
sast-configuration
Configure SAST tools for automated vulnerability detection across multiple languages and CI/CD pipelines.
screen-reader-testing
Comprehensive screen reader testing guide covering VoiceOver, NVDA, JAWS, and TalkBack with practical commands and accessibility patterns.
service-mesh-observability
Comprehensive observability for Istio and Linkerd service meshes with distributed tracing, metrics, and visualization.
shellcheck-configuration
Static analysis tool for detecting shell script issues and enforcing code quality standards.
similarity-search-patterns
Efficient similarity search patterns for vector databases and semantic retrieval systems.
slo-implementation
Define and implement Service Level Indicators, Objectives, and error budgets for reliability targets.
spark-optimization
Apache Spark job optimization through partitioning, memory tuning, shuffle reduction, and join strategies.
startup-metrics-framework
Essential metrics framework for tracking startup performance across seed through Series A stages.
stride-analysis-patterns
Systematic threat identification using the STRIDE methodology for security analysis and documentation.
team-composition-analysis
Comprehensive team structure, compensation, and equity planning for early-stage startups from pre-seed through Series A.
temporal-python-testing
Pytest-based testing strategies for Temporal workflows with time-skipping, mocking, and replay validation.
threat-mitigation-mapping
Map identified threats to appropriate security controls and mitigations for effective defense-in-depth planning.
track-management
Organize and manage Conductor tracks—logical work units for features, bugs, and refactors.
turborepo-caching
Turborepo configuration for efficient monorepo builds with local and remote caching strategies.
vector-index-tuning
Optimize vector index performance across latency, recall, and memory tradeoffs.
web3-testing
Comprehensive smart contract testing with Hardhat and Foundry, supporting unit tests, integration tests, mainnet forking, and gas optimization.
workflow-patterns
Structured TDD workflow guide for implementing tasks with phase checkpoints, git integration, and quality verification gates.
multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with deduplication and severity calibration.
parallel-debugging
Systematic debugging framework using competing hypotheses to identify root causes across multiple failure categories.
parallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns.