wshobson/agents

wshobson/agents · .cursor/rules/000-project-conventions.mdc · claude-agents marketplace project conventions

wshobson/agents · .cursor/rules/010-python-tooling.mdc · Python tooling and dependency conventions for plugin-eval and tools/

wshobson/agents · .cursor/rules/020-agent-skill-authoring.mdc · Authoring agent, skill, and command markdown for cross-harness portability

wshobson/agents · AGENTS.md

wshobson/agents · CLAUDE.md

wshobson/agents · plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md · Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader…

wshobson/agents · plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md · Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when…

wshobson/agents · plugins/agent-teams/skills/multi-reviewer-patterns/SKILL.md · Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration…

wshobson/agents · plugins/agent-teams/skills/parallel-debugging/SKILL.md · Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause…

wshobson/agents · plugins/agent-teams/skills/parallel-feature-development/SKILL.md · Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration…

wshobson/agents · plugins/agent-teams/skills/task-coordination-strategies/SKILL.md · Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and…

wshobson/agents · plugins/agent-teams/skills/team-communication-protocols/SKILL.md · Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown…

wshobson/agents · plugins/agent-teams/skills/team-composition-patterns/SKILL.md · Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use…

wshobson/agents · plugins/api-scaffolding/skills/fastapi-templates/SKILL.md · Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling…

wshobson/agents · plugins/avoid-ai-writing/skills/avoid-ai-writing/SKILL.md · Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up…

wshobson/agents · plugins/backend-development/skills/api-design-principles/SKILL.md · Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight…

wshobson/agents · plugins/backend-development/skills/architecture-patterns/SKILL.md · Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven…

wshobson/agents · plugins/backend-development/skills/cqrs-implementation/SKILL.md · Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write…

wshobson/agents · plugins/backend-development/skills/event-store-design/SKILL.md · Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing…

wshobson/agents · plugins/backend-development/skills/microservices-patterns/SKILL.md · Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use…

wshobson/agents · plugins/backend-development/skills/projection-patterns/SKILL.md · Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized…

wshobson/agents · plugins/backend-development/skills/saga-orchestration/SKILL.md · Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing…

wshobson/agents · plugins/backend-development/skills/temporal-python-testing/SKILL.md · Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing…

wshobson/agents · plugins/backend-development/skills/workflow-orchestration-patterns/SKILL.md · Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns…

wshobson/agents · plugins/before-you-build/skills/before-you-build/SKILL.md · Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when…

wshobson/agents · plugins/block-no-verify/skills/block-no-verify-hook/SKILL.md · Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass…

wshobson/agents · plugins/blockchain-web3/skills/defi-protocol-templates/SKILL.md · Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when…

wshobson/agents · plugins/blockchain-web3/skills/nft-standards/SKILL.md · Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace…

wshobson/agents · plugins/blockchain-web3/skills/solidity-security/SKILL.md · Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns…

wshobson/agents · plugins/blockchain-web3/skills/web3-testing/SKILL.md · Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking…

wshobson/agents · plugins/brand-landingpage/skills/brand-landingpage/SKILL.md · Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then…

wshobson/agents · plugins/business-analytics/skills/data-storytelling/SKILL.md · Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting…

wshobson/agents · plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md · Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring…

wshobson/agents · plugins/cicd-automation/skills/deployment-pipeline-design/SKILL.md · Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill…

wshobson/agents · plugins/cicd-automation/skills/github-actions-templates/SKILL.md · Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when…

wshobson/agents · plugins/cicd-automation/skills/gitlab-ci-patterns/SKILL.md · Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use…

wshobson/agents · plugins/cicd-automation/skills/secrets-management/SKILL.md · Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions…

wshobson/agents · plugins/cloud-infrastructure/skills/cost-optimization/SKILL.md · Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved…

wshobson/agents · plugins/cloud-infrastructure/skills/hybrid-cloud-networking/SKILL.md · Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and…

wshobson/agents · plugins/cloud-infrastructure/skills/istio-traffic-management/SKILL.md · Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use…

wshobson/agents · plugins/cloud-infrastructure/skills/linkerd-patterns/SKILL.md · Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up…

wshobson/agents · plugins/cloud-infrastructure/skills/mtls-configuration/SKILL.md · Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust…

wshobson/agents · plugins/cloud-infrastructure/skills/multi-cloud-architecture/SKILL.md · Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP…

wshobson/agents · plugins/cloud-infrastructure/skills/service-mesh-observability/SKILL.md · Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use…

wshobson/agents · plugins/cloud-infrastructure/skills/terraform-module-library/SKILL.md · Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best…

wshobson/agents · plugins/conductor/skills/context-driven-development/SKILL.md · Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/`…

wshobson/agents · plugins/conductor/skills/track-management/SKILL.md · Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs…

wshobson/agents · plugins/conductor/skills/workflow-patterns/SKILL.md · Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git…

wshobson/agents · plugins/data-engineering/skills/airflow-dag-patterns/SKILL.md · Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when…

wshobson/agents · plugins/data-engineering/skills/data-quality-frameworks/SKILL.md · Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data…

wshobson/agents · plugins/data-engineering/skills/dbt-transformation-patterns/SKILL.md · Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental…

wshobson/agents · plugins/data-engineering/skills/spark-optimization/SKILL.md · Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving…

wshobson/agents · plugins/database-design/skills/postgresql-table-design/SKILL.md · Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing…

wshobson/agents · plugins/developer-essentials/skills/auth-implementation-patterns/SKILL.md · Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure…

wshobson/agents · plugins/developer-essentials/skills/bazel-build-optimization/SKILL.md · Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or…

wshobson/agents · plugins/developer-essentials/skills/code-review-excellence/SKILL.md · Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing…

wshobson/agents · plugins/developer-essentials/skills/debugging-strategies/SKILL.md · Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across…

wshobson/agents · plugins/developer-essentials/skills/e2e-testing-patterns/SKILL.md · Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve…

wshobson/agents · plugins/developer-essentials/skills/error-handling-patterns/SKILL.md · Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful…

wshobson/agents · plugins/developer-essentials/skills/git-advanced-workflows/SKILL.md · Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean…

wshobson/agents · plugins/developer-essentials/skills/monorepo-management/SKILL.md · Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package…

wshobson/agents · plugins/developer-essentials/skills/nx-workspace-patterns/SKILL.md · Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build…

wshobson/agents · plugins/developer-essentials/skills/sql-optimization-patterns/SKILL.md · Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance…

wshobson/agents · plugins/developer-essentials/skills/turborepo-caching/SKILL.md · Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo…

wshobson/agents · plugins/dgx-spark-ops/skills/spark-environment-setup/SKILL.md · Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing…

wshobson/agents · plugins/dgx-spark-ops/skills/spark-memory-thermal-ops/SKILL.md · Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom…

wshobson/agents · plugins/dgx-spark-ops/skills/spark-training-gotchas/SKILL.md · Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX…

wshobson/agents · plugins/documentation-generation/skills/architecture-decision-records/SKILL.md · Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation…

wshobson/agents · plugins/documentation-generation/skills/changelog-automation/SKILL.md · Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up…

wshobson/agents · plugins/documentation-generation/skills/openapi-spec-generation/SKILL.md · Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when…

wshobson/agents · plugins/documentation-standards/skills/grounded-vault/SKILL.md · Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in…

wshobson/agents · plugins/documentation-standards/skills/hads/SKILL.md · Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing…

wshobson/agents · plugins/dotnet-contribution/skills/dotnet-backend-patterns/SKILL.md · Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers…

wshobson/agents · plugins/file-conversion/skills/file-conversion/SKILL.md · Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes…

wshobson/agents · plugins/framework-migration/skills/angular-migration/SKILL.md · Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates…

wshobson/agents · plugins/framework-migration/skills/database-migration/SKILL.md · Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback…

wshobson/agents · plugins/framework-migration/skills/dependency-upgrade/SKILL.md · Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use…

wshobson/agents · plugins/framework-migration/skills/react-modernization/SKILL.md · Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features…

wshobson/agents · plugins/frontend-mobile-development/skills/nextjs-app-router-patterns/SKILL.md · Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when…

wshobson/agents · plugins/frontend-mobile-development/skills/react-native-architecture/SKILL.md · Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns…

wshobson/agents · plugins/frontend-mobile-development/skills/react-state-management/SKILL.md · Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global…

wshobson/agents · plugins/frontend-mobile-development/skills/tailwind-design-system/SKILL.md · Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use…

wshobson/agents · plugins/game-development/skills/godot-gdscript-patterns/SKILL.md · Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot…

wshobson/agents · plugins/game-development/skills/unity-ecs-patterns/SKILL.md · Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when…

wshobson/agents · plugins/hermes-tweet/skills/hermes-tweet/SKILL.md · Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and…

wshobson/agents · plugins/hr-legal-compliance/skills/employment-contract-templates/SKILL.md · Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting…

wshobson/agents · plugins/hr-legal-compliance/skills/gdpr-data-handling/SKILL.md · Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when…

wshobson/agents · plugins/incident-response/skills/incident-runbook-templates/SKILL.md · Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use…

wshobson/agents · plugins/incident-response/skills/on-call-handoff-patterns/SKILL.md · Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when…

wshobson/agents · plugins/incident-response/skills/postmortem-writing/SKILL.md · Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting…

wshobson/agents · plugins/javascript-typescript/skills/javascript-testing-patterns/SKILL.md · Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests…

wshobson/agents · plugins/javascript-typescript/skills/modern-javascript-patterns/SKILL.md · Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules…

wshobson/agents · plugins/javascript-typescript/skills/nodejs-backend-patterns/SKILL.md · Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling…

wshobson/agents · plugins/javascript-typescript/skills/typescript-advanced-types/SKILL.md · Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and…

wshobson/agents · plugins/kubernetes-operations/skills/gitops-workflow/SKILL.md · Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous…

wshobson/agents · plugins/kubernetes-operations/skills/helm-chart-scaffolding/SKILL.md · Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable…

wshobson/agents · plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md · Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best…

wshobson/agents · plugins/kubernetes-operations/skills/k8s-security-policies/SKILL.md · Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade…

wshobson/agents · plugins/llm-application-dev/skills/embedding-strategies/SKILL.md · Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models…

wshobson/agents · plugins/llm-application-dev/skills/hybrid-search-implementation/SKILL.md · Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines…

wshobson/agents · plugins/llm-application-dev/skills/langchain-architecture/SKILL.md · Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building…

wshobson/agents · plugins/llm-application-dev/skills/llm-evaluation/SKILL.md · Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and…

wshobson/agents · plugins/llm-application-dev/skills/prompt-engineering-patterns/SKILL.md · This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt…

wshobson/agents · plugins/llm-application-dev/skills/rag-implementation/SKILL.md · Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use…

wshobson/agents · plugins/llm-application-dev/skills/similarity-search-patterns/SKILL.md · Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest…

wshobson/agents · plugins/llm-application-dev/skills/vector-index-tuning/SKILL.md · Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting…

wshobson/agents · plugins/llm-finetuning/skills/checkpoint-promotion/SKILL.md · Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a…

wshobson/agents · plugins/llm-finetuning/skills/dataset-curation/SKILL.md · Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data…

wshobson/agents · plugins/llm-finetuning/skills/eval-harness-first/SKILL.md · Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge…

wshobson/agents · plugins/llm-finetuning/skills/finetuning-method-selection/SKILL.md · Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining)…

wshobson/agents · plugins/llm-finetuning/skills/grpo-rlvr-training/SKILL.md · Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use…

wshobson/agents · plugins/llm-finetuning/skills/lora-qlora-recipes/SKILL.md · Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or…

wshobson/agents · plugins/llm-finetuning/skills/preference-optimization/SKILL.md · Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or…

wshobson/agents · plugins/llm-finetuning/skills/quantized-export/SKILL.md · Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix…

wshobson/agents · plugins/llm-finetuning/skills/trace-to-training-data/SKILL.md · Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure…

wshobson/agents · plugins/llm-finetuning/skills/vision-sft/SKILL.md · Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a…

wshobson/agents · plugins/machine-learning-ops/skills/ml-pipeline-workflow/SKILL.md · Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment…

wshobson/agents · plugins/machine-learning-ops/skills/recsys-pipeline-architect/SKILL.md · Design composable recommendation, ranking, and feed pipelines using the six-stage…

wshobson/agents · plugins/observability-monitoring/skills/distributed-tracing/SKILL.md · Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance…

wshobson/agents · plugins/observability-monitoring/skills/grafana-dashboards/SKILL.md · Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when…

wshobson/agents · plugins/observability-monitoring/skills/prometheus-configuration/SKILL.md · Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use…

wshobson/agents · plugins/observability-monitoring/skills/slo-implementation/SKILL.md · Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and…

wshobson/agents · plugins/payment-processing/skills/billing-automation/SKILL.md · Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use…

wshobson/agents · plugins/payment-processing/skills/paypal-integration/SKILL.md · Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when…

wshobson/agents · plugins/payment-processing/skills/pci-compliance/SKILL.md · Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when…

wshobson/agents · plugins/payment-processing/skills/stripe-integration/SKILL.md · Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and…

wshobson/agents · plugins/plugin-eval/skills/evaluation-methodology/SKILL.md · PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when…

wshobson/agents · plugins/pptx-deck-creation/skills/pptx-deck-context/SKILL.md · Use when preparing the narrative, sources, and design context for a new editable PPTX deck.

wshobson/agents · plugins/pptx-deck-creation/skills/pptx-quality-gates/SKILL.md · Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage…

wshobson/agents · plugins/pptx-deck-creation/skills/pptx-reference-deck-analysis/SKILL.md · Use when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived…

wshobson/agents · plugins/pptx-deck-creation/skills/pptx-slide-specification/SKILL.md · Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.

wshobson/agents · plugins/pptx-deck-creation/skills/pptx-visual-assets/SKILL.md · Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX…

wshobson/agents · plugins/protect-mcp/skills/protect-mcp-setup/SKILL.md · Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects…

wshobson/agents · plugins/python-development/skills/async-python-patterns/SKILL.md · Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when…

wshobson/agents · plugins/python-development/skills/python-anti-patterns/SKILL.md · Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code…

wshobson/agents · plugins/python-development/skills/python-background-jobs/SKILL.md · Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing…

wshobson/agents · plugins/python-development/skills/python-code-style/SKILL.md · Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code…

wshobson/agents · plugins/python-development/skills/python-configuration/SKILL.md · Python configuration management via environment variables and typed settings. Use when externalizing config, setting up…

wshobson/agents · plugins/python-development/skills/python-design-patterns/SKILL.md · Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance…

wshobson/agents · plugins/python-development/skills/python-error-handling/SKILL.md · Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use…

wshobson/agents · plugins/python-development/skills/python-observability/SKILL.md · Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging…

wshobson/agents · plugins/python-development/skills/python-packaging/SKILL.md · Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI…

wshobson/agents · plugins/python-development/skills/python-performance-optimization/SKILL.md · Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging…

wshobson/agents · plugins/python-development/skills/python-project-structure/SKILL.md · Python project organization, module architecture, and public API design. Use when setting up new projects, organizing…

wshobson/agents · plugins/python-development/skills/python-resilience/SKILL.md · Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators…

wshobson/agents · plugins/python-development/skills/python-resource-management/SKILL.md · Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file…

wshobson/agents · plugins/python-development/skills/python-testing-patterns/SKILL.md · Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when…

wshobson/agents · plugins/python-development/skills/python-type-safety/SKILL.md · Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations…

wshobson/agents · plugins/python-development/skills/uv-package-manager/SKILL.md · Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project…

wshobson/agents · plugins/quantitative-trading/skills/backtesting-frameworks/SKILL.md · Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and…

wshobson/agents · plugins/quantitative-trading/skills/risk-metrics-calculation/SKILL.md · Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring…

wshobson/agents · plugins/reverse-engineering/skills/anti-reversing-techniques/SKILL.md · Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill…

wshobson/agents · plugins/reverse-engineering/skills/binary-analysis-patterns/SKILL.md · Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern…

wshobson/agents · plugins/reverse-engineering/skills/memory-forensics/SKILL.md · Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using…

wshobson/agents · plugins/reverse-engineering/skills/protocol-reverse-engineering/SKILL.md · Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol…

wshobson/agents · plugins/review-agent-governance/skills/review-agent-setup/SKILL.md · Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an…

wshobson/agents · plugins/security-scanning/skills/attack-tree-construction/SKILL.md · Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense…

wshobson/agents · plugins/security-scanning/skills/sast-configuration/SKILL.md · Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code…

wshobson/agents · plugins/security-scanning/skills/security-requirement-extraction/SKILL.md · Derive security requirements from threat models and business context. Use when translating threats into actionable…

wshobson/agents · plugins/security-scanning/skills/stride-analysis-patterns/SKILL.md · Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat…

wshobson/agents · plugins/security-scanning/skills/threat-mitigation-mapping/SKILL.md · Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments…

wshobson/agents · plugins/shell-scripting/skills/bash-defensive-patterns/SKILL.md · Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD…

wshobson/agents · plugins/shell-scripting/skills/bats-testing-patterns/SKILL.md · Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell…

wshobson/agents · plugins/shell-scripting/skills/shellcheck-configuration/SKILL.md · Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting…

wshobson/agents · plugins/ship-mate/skills/scan/SKILL.md · Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing…

wshobson/agents · plugins/signed-audit-trails/skills/signed-audit-trails-recipe/SKILL.md · Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when…

wshobson/agents · plugins/skill-forge-essentials/skills/ai-debt-detector/SKILL.md · Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code…

wshobson/agents · plugins/skill-forge-essentials/skills/session-guard/SKILL.md · Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts…

wshobson/agents · plugins/skill-forge-essentials/skills/visual-edit-precision/SKILL.md · Use when making UI/frontend changes guided by visual context, when the user selects elements visually, draws…

wshobson/agents · plugins/social-publishing/skills/social-publishing/SKILL.md · Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord…

wshobson/agents · plugins/startup-business-analyst/skills/competitive-landscape/SKILL.md · Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using…

wshobson/agents · plugins/startup-business-analyst/skills/market-sizing-analysis/SKILL.md · Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this…

wshobson/agents · plugins/startup-business-analyst/skills/startup-financial-modeling/SKILL.md · Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and…

wshobson/agents · plugins/startup-business-analyst/skills/startup-metrics-framework/SKILL.md · Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed…

wshobson/agents · plugins/startup-business-analyst/skills/team-composition-analysis/SKILL.md · Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups…

wshobson/agents · plugins/superself/skills/superself/SKILL.md · Use when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or CLAUDE.md, or `self…

wshobson/agents · plugins/systems-programming/skills/go-concurrency-patterns/SKILL.md · Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go…

wshobson/agents · plugins/systems-programming/skills/memory-safety-patterns/SKILL.md · Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and…

wshobson/agents · plugins/systems-programming/skills/rust-async-patterns/SKILL.md · Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building…

wshobson/agents · plugins/ui-design/skills/accessibility-compliance/SKILL.md · Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology…

wshobson/agents · plugins/ui-design/skills/design-system-patterns/SKILL.md · Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when…

wshobson/agents · plugins/ui-design/skills/interaction-design/SKILL.md · Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish…

wshobson/agents · plugins/ui-design/skills/mobile-android-design/SKILL.md · Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android…

wshobson/agents · plugins/ui-design/skills/mobile-ios-design/SKILL.md · Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS…

wshobson/agents · plugins/ui-design/skills/react-native-design/SKILL.md · Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when…

wshobson/agents · plugins/ui-design/skills/responsive-design/SKILL.md · Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint…

wshobson/agents · plugins/ui-design/skills/visual-design-foundations/SKILL.md · Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when…

wshobson/agents · plugins/ui-design/skills/web-component-design/SKILL.md · Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component…