@skills · Owner

Agent skills by wshobson

287 skills indexed from github.com/wshobson. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• accessibility-compliance · Skill · 38,570 stars

  Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibi

• accessibility-compliance · Collection · 38,570 stars
• agent-teams · Collection · 38,570 stars
• agents · Collection · 38,570 stars
• ai-debt-detector · Skill · 38,570 stars

  Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error han

• airflow-dag-patterns · Skill · 38,570 stars

  Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating w

• angular-migration · Skill · 38,570 stars

  Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applic

• anti-reversing-techniques · Skill · 38,570 stars

  Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techn

• api-design-principles · Skill · 38,570 stars

  Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, rev

• api-scaffolding · Collection · 38,570 stars
• architecture-decision-records · Skill · 38,570 stars

  Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant tec

• architecture-patterns · Skill · 38,570 stars

  Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designin

• async-python-patterns · Skill · 38,570 stars

  Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems

• attack-tree-construction · Skill · 38,570 stars

  Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to

• auth-implementation-patterns · Skill · 38,570 stars

  Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use

• backend-development · Collection · 38,570 stars
• backtesting-frameworks · Skill · 38,570 stars

  Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when develop

• bash-defensive-patterns · Skill · 38,570 stars

  Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requ

• bats-testing-patterns · Skill · 38,570 stars

  Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring

• bazel-build-optimization · Skill · 38,570 stars

  Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise

• before-you-build · Skill · 38,570 stars

  Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landin

• before-you-build · Collection · 38,570 stars
• billing-automation · Skill · 38,570 stars

  Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billi

• binary-analysis-patterns · Skill · 38,570 stars

  Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables,

• block-no-verify · Collection · 38,570 stars
• block-no-verify-hook · Skill · 38,570 stars

  Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Cod

• blockchain-web3 · Collection · 38,570 stars
• brand-landingpage · Skill · 38,570 stars

  Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing

• brand-landingpage · Collection · 38,570 stars
• business-analytics · Collection · 38,570 stars
• changelog-automation · Skill · 38,570 stars

  Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release

• checkpoint-promotion · Skill · 38,570 stars

  Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint,

• cicd-automation · Collection · 38,570 stars
• cloud-infrastructure · Collection · 38,570 stars
• code-review-excellence · Skill · 38,570 stars

  Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use

• competitive-landscape · Skill · 38,570 stars

  Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strat

• conductor · Collection · 38,570 stars
• context-driven-development · Skill · 38,570 stars

  Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects fro

• cost-optimization · Skill · 38,570 stars

  Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when

• cqrs-implementation · Skill · 38,570 stars

  Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or

• data-engineering · Collection · 38,570 stars
• data-quality-frameworks · Skill · 38,570 stars

  Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation

• data-storytelling · Skill · 38,570 stars

  Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating d

• database-design · Collection · 38,570 stars
• database-migration · Skill · 38,570 stars

  Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating datab

• dataset-curation · Skill · 38,570 stars

  Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat

• dbt-transformation-patterns · Skill · 38,570 stars

  Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data

• debugging-strategies · Skill · 38,570 stars

  Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Us

• defi-protocol-templates · Skill · 38,570 stars

  Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applicatio

• dependency-upgrade · Skill · 38,570 stars

  Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, upd

• deployment-pipeline-design · Skill · 38,570 stars

  Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployme

• design-system-patterns · Skill · 38,570 stars

  Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementin

• developer-essentials · Collection · 38,570 stars
• dgx-spark-ops · Collection · 38,570 stars
• distributed-tracing · Skill · 38,570 stars

  Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microse

• documentation-generation · Collection · 38,570 stars
• documentation-standards · Collection · 38,570 stars
• dotnet-backend-patterns · Skill · 38,570 stars

  Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, E

• dotnet-contribution · Collection · 38,570 stars
• e2e-testing-patterns · Skill · 38,570 stars

  Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use wh

• embedding-strategies · Skill · 38,570 stars

  Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or opt

• employment-contract-templates · Skill · 38,570 stars

  Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR po

• error-handling-patterns · Skill · 38,570 stars

  Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applicat

• eval-harness-first · Skill · 38,570 stars

  Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use whe

• evaluation-methodology · Skill · 38,570 stars

  PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is me

• event-store-design · Skill · 38,570 stars

  Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or impleme

• fastapi-templates · Skill · 38,570 stars

  Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applica

• file-conversion · Skill · 38,570 stars

  Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, document

• file-conversion · Collection · 38,570 stars
• finetuning-method-selection · Skill · 38,570 stars

  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 a

• framework-migration · Collection · 38,570 stars
• frontend-mobile-development · Collection · 38,570 stars
• game-development · Collection · 38,570 stars
• gdpr-data-handling · Skill · 38,570 stars

  Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU perso

• git-advanced-workflows · Skill · 38,570 stars

  Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. U

• github-actions-templates · Skill · 38,570 stars

  Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions

• gitlab-ci-patterns · Skill · 38,570 stars

  Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, opti

• gitops-workflow · Skill · 38,570 stars

  Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing Git

• go-concurrency-patterns · Skill · 38,570 stars

  Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or

• godot-gdscript-patterns · Skill · 38,570 stars

  Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or

• grafana-dashboards · Skill · 38,570 stars

  Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, vis

• grpo-rlvr-training · Skill · 38,570 stars

  Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically

• hads · Skill · 38,570 stars

  Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS

• helm-chart-scaffolding · Skill · 38,570 stars

  Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts,

• hermes-tweet · Skill · 38,570 stars

  Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-chang

• hermes-tweet · Collection · 38,570 stars
• hr-legal-compliance · Collection · 38,570 stars
• hybrid-cloud-networking · Skill · 38,570 stars

  Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when buildi

• hybrid-search-implementation · Skill · 38,570 stars

  Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provid

• incident-response · Collection · 38,570 stars
• incident-runbook-templates · Skill · 38,570 stars

  Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service o

• interaction-design · Skill · 38,570 stars

  Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loa

• istio-traffic-management · Skill · 38,570 stars

  Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic

• javascript-testing-patterns · Skill · 38,570 stars

  Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking,

• javascript-typescript · Collection · 38,570 stars
• k8s-manifest-generator · Skill · 38,570 stars

  Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when g

• k8s-security-policies · Skill · 38,570 stars

  Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clu

• kpi-dashboard-design · Skill · 38,570 stars

  Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an ex

• kubernetes-operations · Collection · 38,570 stars
• langchain-architecture · Skill · 38,570 stars

  Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing

• linkerd-patterns · Skill · 38,570 stars

  Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic polici

• llm-application-dev · Collection · 38,570 stars
• llm-evaluation · Skill · 38,570 stars

  Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performa

• llm-finetuning · Collection · 38,570 stars
• lora-qlora-recipes · Skill · 38,570 stars

  Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configurati

• machine-learning-ops · Collection · 38,570 stars
• market-sizing-analysis · Skill · 38,570 stars

  Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating ad

• memory-forensics · Skill · 38,570 stars

  Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when ana

• memory-safety-patterns · Skill · 38,570 stars

  Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code

• microservices-patterns · Skill · 38,570 stars

  Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, dec

• ml-pipeline-workflow · Skill · 38,570 stars

  Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, imple

• mobile-android-design · Skill · 38,570 stars

  Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or

• mobile-ios-design · Skill · 38,570 stars

  Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or

• modern-javascript-patterns · Skill · 38,570 stars

  Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional prog

• monorepo-management · Skill · 38,570 stars

  Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and depend

• mtls-configuration · Skill · 38,570 stars

  Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securi

• multi-cloud-architecture · Skill · 38,570 stars

  Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud

• multi-reviewer-patterns · Skill · 38,570 stars

  Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this

• nextjs-app-router-patterns · Skill · 38,570 stars

  Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, imple

• nft-standards · Skill · 38,570 stars

  Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts

• nodejs-backend-patterns · Skill · 38,570 stars

  Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integratio

• nx-workspace-patterns · Skill · 38,570 stars

  Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected c

• observability-monitoring · Collection · 38,570 stars
• on-call-handoff-patterns · Skill · 38,570 stars

  Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities b

• openapi-spec-generation · Skill · 38,570 stars

  Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SD

• parallel-debugging · Skill · 38,570 stars

  Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging

• parallel-feature-development · Skill · 38,570 stars

  Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation.

• payment-processing · Collection · 38,570 stars
• paypal-integration · Skill · 38,570 stars

  Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, process

• pci-compliance · Skill · 38,570 stars

  Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI

• plugin-eval · Collection · 38,570 stars
• plugins · Collection · 38,570 stars
• postmortem-writing · Skill · 38,570 stars

  Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem docum

• pptx-deck-context · Skill · 38,570 stars

  Use when preparing the narrative, sources, and design context for a new editable PPTX deck.

• pptx-deck-creation · Collection · 38,570 stars
• pptx-quality-gates · Skill · 38,570 stars

  Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.

• pptx-reference-deck-analysis · Skill · 38,570 stars

  Use when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML packag

• pptx-slide-specification · Skill · 38,570 stars

  Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.

• pptx-visual-assets · Skill · 38,570 stars

  Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.

• preference-optimization · Skill · 38,570 stars

  Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing bet

• projection-patterns · Skill · 38,570 stars

  Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance i

• prometheus-configuration · Skill · 38,570 stars

  Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection

• prompt-engineering-patterns · Skill · 38,570 stars

  This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "deb

• protect-mcp · Collection · 38,570 stars
• protect-mcp-setup · Skill · 38,570 stars

  Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trail

• protocol-reverse-engineering · Skill · 38,570 stars

  Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network t

• python-anti-patterns · Skill · 38,570 stars

  Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or

• python-background-jobs · Skill · 38,570 stars

  Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long

• python-code-style · Skill · 38,570 stars

  Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, w

• python-configuration · Skill · 38,570 stars

  Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets

• python-design-patterns · Skill · 38,570 stars

  Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new

• python-development · Collection · 38,570 stars
• python-error-handling · Skill · 38,570 stars

  Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, des

• python-observability · Skill · 38,570 stars

  Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, set

• python-packaging · Skill · 38,570 stars

  Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, c

• python-performance-optimization · Skill · 38,570 stars

  Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlene

• python-project-structure · Skill · 38,570 stars

  Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces w

• python-resilience · Skill · 38,570 stars

  Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implemen

• python-resource-management · Skill · 38,570 stars

  Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic,

• python-testing-patterns · Skill · 38,570 stars

  Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suit

• python-type-safety · Skill · 38,570 stars

  Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining

• quantitative-trading · Collection · 38,570 stars
• quantized-export · Skill · 38,570 stars

  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

• rag-implementation · Skill · 38,570 stars

  Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded

• react-modernization · Skill · 38,570 stars

  Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases,

• react-native-architecture · Skill · 38,570 stars

  Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, imple

• react-native-design · Skill · 38,570 stars

  Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing

• react-state-management · Skill · 38,570 stars

  Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choos

• recsys-pipeline-architect · Skill · 38,570 stars

  Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized b

• responsive-design · Skill · 38,570 stars

  Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive

• reverse-engineering · Collection · 38,570 stars
• review-agent-governance · Collection · 38,570 stars
• review-agent-setup · Skill · 38,570 stars

  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,

• risk-metrics-calculation · Skill · 38,570 stars

  Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits,

• rust-async-patterns · Skill · 38,570 stars

  Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing co

• saga-orchestration · Skill · 38,570 stars

  Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across micros

• sast-configuration · Skill · 38,570 stars

  Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning

• scan · Skill · 38,570 stars

  Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after archite

• screen-reader-testing · Skill · 38,570 stars

  Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility iss

• secrets-management · Skill · 38,570 stars

  Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credent

• security-requirement-extraction · Skill · 38,570 stars

  Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user sto

• security-scanning · Collection · 38,570 stars
• service-mesh-observability · Skill · 38,570 stars

  Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, de

• session-guard · Skill · 38,570 stars

  Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, wh

• shell-scripting · Collection · 38,570 stars
• shellcheck-configuration · Skill · 38,570 stars

  Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensu

• ship-mate · Collection · 38,570 stars
• signed-audit-trails · Collection · 38,570 stars
• signed-audit-trails-recipe · Skill · 38,570 stars

  Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the

• similarity-search-patterns · Skill · 38,570 stars

  Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrie

• skill-forge-essentials · Collection · 38,570 stars
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• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• skills · Collection · 38,570 stars
• slo-implementation · Skill · 38,570 stars

  Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability

• social-publishing · Skill · 38,570 stars

  Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress,

• social-publishing · Collection · 38,570 stars
• solidity-security · Skill · 38,570 stars

  Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, a

• spark-environment-setup · Skill · 38,570 stars

  Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark,

• spark-memory-thermal-ops · Skill · 38,570 stars

  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 jo

• spark-optimization · Skill · 38,570 stars

  Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs,

• spark-training-gotchas · Skill · 38,570 stars

  Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the

• sql-optimization-patterns · Skill · 38,570 stars

  Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when

• startup-business-analyst · Collection · 38,570 stars
• startup-financial-modeling · Skill · 38,570 stars

  Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups

• startup-metrics-framework · Skill · 38,570 stars

  Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economi

• stride-analysis-patterns · Skill · 38,570 stars

  Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security

• stripe-integration · Skill · 38,570 stars

  Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe pa

• systems-programming · Collection · 38,570 stars
• tailwind-design-system · Skill · 38,570 stars

  Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, imp

• task-coordination-strategies · Skill · 38,570 stars

  Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill whe

• team-communication-protocols · Skill · 38,570 stars

  Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoi

• team-composition-analysis · Skill · 38,570 stars

  Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use t

• team-composition-patterns · Skill · 38,570 stars

  Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agent

• temporal-python-testing · Skill · 38,570 stars

  Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development

• terraform-module-library · Skill · 38,570 stars

  Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastruct

• threat-mitigation-mapping · Skill · 38,570 stars

  Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validat

• trace-to-training-data · Skill · 38,570 stars

  Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become t

• track-management · Skill · 38,570 stars

  Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, pl

• turborepo-caching · Skill · 38,570 stars

  Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing

• typescript-advanced-types · Skill · 38,570 stars

  Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe a

• ui-design · Collection · 38,570 stars
• unity-ecs-patterns · Skill · 38,570 stars

  Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimiz

• uv-package-manager · Skill · 38,570 stars

  Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python

• vector-index-tuning · Skill · 38,570 stars

  Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector se

• vision-sft · Skill · 38,570 stars

  Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen

• visual-design-foundations · Skill · 38,570 stars

  Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, buildin

• visual-edit-precision · Skill · 38,570 stars

  Use when making UI/frontend changes guided by visual context, when the user selects elements visually, draws annotations, or provides screenshots alongside

• wcag-audit-patterns · Skill · 38,570 stars

  Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility,

• web-component-design · Skill · 38,570 stars

  Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI com

• web3-testing · Skill · 38,570 stars

  Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts

• workflow-orchestration-patterns · Skill · 38,570 stars

  Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism co

• workflow-patterns · Skill · 38,570 stars

  Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding

• avoid-ai-writing · Skill

  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 tel

• avoid-ai-writing · Collection
• grounded-vault · Skill

  Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an i

• postgresql-table-design · Skill

  Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, an

• skills · Collection
• skills · Collection
• superself · Skill

  Use when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or CLAUDE.md, or `self setup` resolves the directory to a regi

• superself · Collection

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