Skill collection

wshobson/agents

180 agent skills across 15 categories, read straight from the repository tree.

Seth Hobson38,331★ across the radarProfile →
180
Skills published
15
Categories
7
Ship scripts
38,479
Stars on the repo
Tracked on the radar · 38,479★ · +148 this weekRepository facts and velocity →
Data & Analytics · 20
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file-conversionConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999…scriptsbrand-landingpageBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language)…dataset-curationPrepare, format, and validate datasets for supervised fine-tuning and preference training. Use when…nextjs-app-router-patternsMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching.…unity-ecs-patternsMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.…gdpr-data-handlingImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design.…data-storytellingTransform data into compelling narratives using visualization, context, and persuasive structure. Use when…kpi-dashboard-designDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time…hybrid-cloud-networkingConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using…
airflow-dag-patternsdata-quality-frameworksdbt-transformation-patternsspark-optimizationprometheus-configurationpreference-optimizationtrace-to-training-datavision-sftpostgresql-table-designml-pipeline-workflowvisual-edit-precision
Security · 17
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k8s-manifest-generatorCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following…deployment-pipeline-designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use…team-composition-patternsDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type…k8s-security-policiesImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for…anti-reversing-techniquesUnderstand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use…stride-analysis-patternsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting…wcag-audit-patternsConduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.…solidity-securityMaster smart contract security best practices to prevent common vulnerabilities and implement secure Solidity…auth-implementation-patternsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build…
pci-complianceattack-tree-constructionsecurity-requirement-extractionthreat-mitigation-mappingsigned-audit-trails-recipelinkerd-patternssast-configurationprotect-mcp-setup
Code Review & Quality · 16
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prompt-engineering-patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a…scriptson-call-handoff-patternsMaster on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill…typescript-advanced-typesMaster TypeScript's advanced type system including generics, conditional types, mapped types, template…embedding-strategiesSelect and optimize embedding models for semantic search and RAG applications. Use when choosing embedding…evaluation-methodologyPluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this…shellcheck-configurationMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up…llm-evaluationImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback…multi-reviewer-patternsCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity…parallel-debuggingDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root…
team-communication-protocolsbefore-you-buildpptx-quality-gatesblock-no-verify-hookcode-review-excellencereview-agent-setupsession-guard
Design & Presentation · 13
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pptx-reference-deck-analysisUse when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics…scriptsaccessibility-complianceImplement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive…mobile-ios-designMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing…visual-design-foundationsApply typography, color theory, spacing systems, and iconography principles to create cohesive visual…context-driven-developmentCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a…task-coordination-strategiesDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task…event-store-designDesign and implement event stores for event-sourced systems. Use when building event sourcing infrastructure…microservices-patternsDesign microservices architectures with service boundaries, event-driven communication, and resilience…langchain-architectureDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when…
pptx-deck-contextpptx-slide-specificationpptx-visual-assetsteam-composition-analysis
AI & Agents · 13
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spark-memory-thermal-opsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory…scriptseval-harness-firstBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge…finetuning-method-selectionDecide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued…parallel-feature-developmentCoordinate parallel feature development with file ownership strategies, conflict avoidance rules, and…python-performance-optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when…saga-orchestrationImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when…hybrid-search-implementationCombine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search…vector-index-tuningOptimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting…checkpoint-promotionGate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion.…
rag-implementationmemory-forensicsai-debt-detectorstartup-metrics-framework
Documentation · 13
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lora-qlora-recipesConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing…modern-javascript-patternsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises…employment-contract-templatesCreate employment contracts, offer letters, and HR policy documents following legal best practices. Use when…track-managementUse this skill when creating, managing, or working with Conductor tracks - the logical work units for…postmortem-writingWrite effective blameless postmortems with root cause analysis, timelines, and action items. Use when…changelog-automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when…bash-defensive-patternsMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell…memory-safety-patternsImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust…scanScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo…
protocol-reverse-engineeringhadspython-code-stylearchitecture-decision-records
Frontend · 11
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responsive-designImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first…react-native-designMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use…mobile-android-designMaster Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing…design-system-patternsBuild scalable design systems with design tokens, theming infrastructure, and component architecture…interaction-designDesign and implement microinteractions, motion design, transitions, and user feedback patterns. Use when…web-component-designMaster React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable…tailwind-design-systemBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive…react-modernizationUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent…react-native-architectureBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform…
react-state-managementpython-design-patterns
Backend & API · 8
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api-design-principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that…scriptsdotnet-backend-patternsMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise…openapi-spec-generationGenerate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use…architecture-patternsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and…fastapi-templatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error…workflow-orchestration-patternsDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga…social-publishingSchedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok…python-project-structurePython project organization, module architecture, and public API design. Use when setting up new projects…
Testing & QA · 8
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temporal-python-testingTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration…python-testing-patternsImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use…javascript-testing-patternsImplement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests…web3-testingTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and…e2e-testing-patternsMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve…bats-testing-patternsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests…quantized-exportExport a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with…screen-reader-testingTest web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen…
DevOps & Cloud · 6
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helm-chart-scaffoldingDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable…scriptsmulti-cloud-architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS…terraform-module-libraryBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code…gitops-workflowImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with…cost-optimizationOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies…secrets-managementImplement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform…
Workflow & Productivity · 6
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grpo-rlvr-trainingTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards…python-background-jobsPython background job patterns including task queues, workers, and event-driven architecture. Use when…hermes-tweetInstall and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet…workflow-patternsUse this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints…python-anti-patternsUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when…github-actions-templatesCreate production-ready GitHub Actions workflows for automated testing, building, and deploying applications.…
Databases · 5
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nodejs-backend-patternsBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error…database-migrationExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and…incident-runbook-templatesCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery…sql-optimization-patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database…angular-migrationMigrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency…
Business & Finance · 4
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market-sizing-analysisCalculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use…defi-protocol-templatesImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use…startup-financial-modelingBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis…competitive-landscapeAnalyze competition, identify differentiation opportunities, and develop winning market positioning…
Content & Marketing · 1
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recsys-pipeline-architectDesign composable recommendation, ranking, and feed pipelines using the six-stage…
Other · 39
spark-training-gotchasPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training…scriptsspark-environment-setupSet up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when…python-packagingCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing…godot-gdscript-patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when…similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing…rust-async-patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when…cqrs-implementationImplement Command Query Responsibility Segregation for scalable architectures. Use when separating read and…projection-patternsBuild read models and projections from event streams. Use when implementing CQRS read sides, building…nft-standardsImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and…
mtls-configurationservice-mesh-observabilitybazel-build-optimizationerror-handling-patternsgit-advanced-workflowsmonorepo-managementnx-workspace-patternsslo-implementationbilling-automationpaypal-integrationstripe-integrationasync-python-patternspython-configurationpython-error-handlingpython-observabilitypython-type-safetypython-resiliencepython-resource-managementuv-package-managerbacktesting-frameworksrisk-metrics-calculationbinary-analysis-patternsgo-concurrency-patternsdistributed-tracing+ 6 more
About this collection
How many skills does wshobson/agents publish?

180 that pass our gate — each has a real description and a SKILL.md we could read.

How do I install one?

Every skill page carries its own command — `npx skills add wshobson/agents --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

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