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Skill
team-composition-analysis
wshobson/agents · plugins/startup-business-analyst/skills/team-composition-analysis
Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this skill when planning headcount, determining which roles to hire next, setting compensation or equity ranges, designing org structure, or building a hiring budget aligned to funding milestones.
Repository stars: 42,290 · Incomplete scan
Skill
react-modernization
wshobson/agents · plugins/framework-migration/skills/react-modernization
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.
Repository stars: 42,290 · Incomplete scan
Skill
python-performance-optimization
wshobson/agents · plugins/python-development/skills/python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Repository stars: 42,290 · Incomplete scan
Skill
quantized-export
wshobson/agents · plugins/llm-finetuning/skills/quantized-export
Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.
Repository stars: 42,290 · Incomplete scan
Skill
anti-reversing-techniques
wshobson/agents · plugins/reverse-engineering/skills/anti-reversing-techniques
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.
Repository stars: 42,290 · Incomplete scan
Skill
signed-audit-trails-recipe
wshobson/agents · plugins/signed-audit-trails/skills/signed-audit-trails-recipe
Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts, offline verification, tamper detection, CI/CD integration, and SLSA composition.
Repository stars: 42,290 · Incomplete scan
Skill
openapi-spec-generation
wshobson/agents · plugins/documentation-generation/skills/openapi-spec-generation
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
Repository stars: 42,290 · Incomplete scan
Skill
terraform-module-library
wshobson/agents · plugins/cloud-infrastructure/skills/terraform-module-library
Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.
Repository stars: 42,290 · Incomplete scan
Skill
design-system-patterns
wshobson/agents · plugins/ui-design/skills/design-system-patterns
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, building component libraries, or establishing design system foundations.
Repository stars: 42,290 · Incomplete scan
Skill
architecture-patterns
wshobson/agents · plugins/backend-development/skills/architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers.
Repository stars: 42,290 · Incomplete scan
Skill
git-advanced-workflows
wshobson/agents · plugins/developer-essentials/skills/git-advanced-workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.
Repository stars: 42,290 · Incomplete scan
Skill
turborepo-caching
wshobson/agents · plugins/developer-essentials/skills/turborepo-caching
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
Repository stars: 42,290 · Incomplete scan
Skill
hybrid-search-implementation
wshobson/agents · plugins/llm-application-dev/skills/hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
Repository stars: 42,290 · Incomplete scan
Skill
responsive-design
wshobson/agents · plugins/ui-design/skills/responsive-design
Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior.
Repository stars: 42,290 · Incomplete scan
Skill
python-type-safety
wshobson/agents · plugins/python-development/skills/python-type-safety
Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.
Repository stars: 42,290 · Incomplete scan
Skill
defi-protocol-templates
wshobson/agents · plugins/blockchain-web3/skills/defi-protocol-templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or smart contract protocols.
Repository stars: 42,290 · Incomplete scan
Skill
spark-memory-thermal-ops
wshobson/agents · plugins/dgx-spark-ops/skills/spark-memory-thermal-ops
Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when a job OOMs on unified memory, or when monitoring temperature and power during multi-hour training.
Repository stars: 42,290 · Incomplete scan
Skill
memory-forensics
wshobson/agents · plugins/reverse-engineering/skills/memory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
Repository stars: 42,290 · Incomplete scan
Skill
social-publishing
wshobson/agents · plugins/social-publishing/skills/social-publishing
Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires SOCIALCLAW_API_KEY.
Repository stars: 42,290 · Incomplete scan
Skill
dbt-transformation-patterns
wshobson/agents · plugins/data-engineering/skills/dbt-transformation-patterns
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
Repository stars: 42,290 · Incomplete scan
Skill
react-state-management
wshobson/agents · plugins/frontend-mobile-development/skills/react-state-management
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
Repository stars: 42,290 · Incomplete scan
Skill
rust-async-patterns
wshobson/agents · plugins/systems-programming/skills/rust-async-patterns
Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
Repository stars: 42,290 · Incomplete scan
Skill
nodejs-backend-patterns
wshobson/agents · plugins/javascript-typescript/skills/nodejs-backend-patterns
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.
Repository stars: 42,290 · Incomplete scan
Skill
async-python-patterns
wshobson/agents · plugins/python-development/skills/async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
Repository stars: 42,290 · Incomplete scan
Skill
grpo-rlvr-training
wshobson/agents · plugins/llm-finetuning/skills/grpo-rlvr-training
Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically checkable (math, code, tool calls, structured output), when designing GRPO reward functions, or when a GRPO run diverges or reward-hacks.
Repository stars: 42,290 · Incomplete scan
Skill
screen-reader-testing
wshobson/agents · plugins/accessibility-compliance/skills/screen-reader-testing
Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.
Repository stars: 42,290 · Incomplete scan
Skill
secrets-management
wshobson/agents · plugins/cicd-automation/skills/secrets-management
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.
Repository stars: 42,290 · Incomplete scan
Skill
mobile-android-design
wshobson/agents · plugins/ui-design/skills/mobile-android-design
Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines.
Repository stars: 42,290 · Incomplete scan
Skill
solidity-security
wshobson/agents · plugins/blockchain-web3/skills/solidity-security
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.
Repository stars: 42,290 · Incomplete scan
Skill
python-resilience
wshobson/agents · plugins/python-development/skills/python-resilience
Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.
Repository stars: 42,290 · Incomplete scan
Skill
multi-cloud-architecture
wshobson/agents · plugins/cloud-infrastructure/skills/multi-cloud-architecture
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
Repository stars: 42,290 · Incomplete scan
Skill
backtesting-frameworks
wshobson/agents · plugins/quantitative-trading/skills/backtesting-frameworks
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
Repository stars: 42,290 · Incomplete scan
Skill
dotnet-backend-patterns
wshobson/agents · plugins/dotnet-contribution/skills/dotnet-backend-patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
Repository stars: 42,290 · Incomplete scan
Skill
nextjs-app-router-patterns
wshobson/agents · plugins/frontend-mobile-development/skills/nextjs-app-router-patterns
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.
Repository stars: 42,290 · Incomplete scan
Skill
mtls-configuration
wshobson/agents · plugins/cloud-infrastructure/skills/mtls-configuration
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
Repository stars: 42,290 · Incomplete scan
Skill
finetuning-method-selection
wshobson/agents · plugins/llm-finetuning/skills/finetuning-method-selection
Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods.
Repository stars: 42,290 · Incomplete scan
Skill
architecture-decision-records
wshobson/agents · plugins/documentation-generation/skills/architecture-decision-records
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.
Repository stars: 42,290 · Incomplete scan
Skill
react-native-architecture
wshobson/agents · plugins/frontend-mobile-development/skills/react-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.
Repository stars: 42,290 · Incomplete scan
Skill
react-native-design
wshobson/agents · plugins/ui-design/skills/react-native-design
Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or creating performant animations.
Repository stars: 42,290 · Incomplete scan
Skill
review-agent-setup
wshobson/agents · plugins/review-agent-governance/skills/review-agent-setup
Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with Cedar-enforced gates.
Repository stars: 42,290 · Incomplete scan
Skill
rag-implementation
wshobson/agents · plugins/llm-application-dev/skills/rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
Repository stars: 42,290 · Incomplete scan
Skill
binary-analysis-patterns
wshobson/agents · plugins/reverse-engineering/skills/binary-analysis-patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
Repository stars: 42,290 · Incomplete scan
Skill
gitlab-ci-patterns
wshobson/agents · plugins/cicd-automation/skills/gitlab-ci-patterns
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.
Repository stars: 42,290 · Incomplete scan
Skill
unity-ecs-patterns
wshobson/agents · plugins/game-development/skills/unity-ecs-patterns
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity counts.
Repository stars: 42,290 · Incomplete scan
Skill
projection-patterns
wshobson/agents · plugins/backend-development/skills/projection-patterns
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
Repository stars: 42,290 · Incomplete scan
Skill
on-call-handoff-patterns
wshobson/agents · plugins/incident-response/skills/on-call-handoff-patterns
Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational awareness, when writing a shift summary that captures active incidents, ongoing investigations, and recent changes, when handing off mid-incident so a fresh engineer can take over the incident commander role without losing context, when onboarding a new engineer to the on-call rotation for the first time, or when auditing and improving the quality of existing handoff processes across teams.
Repository stars: 42,290 · Incomplete scan
Skill
interaction-design
wshobson/agents · plugins/ui-design/skills/interaction-design
Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.
Repository stars: 42,290 · Incomplete scan
Skill
avoid-ai-writing
wshobson/agents · plugins/avoid-ai-writing/skills/avoid-ai-writing
Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profiles.
Repository stars: 42,290 · Incomplete scan
Skill
modern-javascript-patterns
wshobson/agents · plugins/javascript-typescript/skills/modern-javascript-patterns
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
Repository stars: 42,290 · Incomplete scan
Skill
stride-analysis-patterns
wshobson/agents · plugins/security-scanning/skills/stride-analysis-patterns
Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
Repository stars: 42,290 · Incomplete scan
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