wshobson/agents skill seti

wshobson/agents reposunda birlikte tasarlanmış 185 skill.

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Coordinate parallel feature development with file ownership strategies, conflict avoidance rule…Kurmak için tıkla

Skill

parallel-feature-development

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Structured messaging protocols for agent team communication including message type selection, p…Kurmak için tıkla

Skill

team-communication-protocols

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent…Kurmak için tıkla

Skill

team-composition-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Audit and rewrite prose so it stops reading as machine-generated.Kurmak için tıkla

Skill

avoid-ai-writing

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architec…Kurmak için tıkla

Skill

architecture-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement saga patterns for distributed transactions and cross-aggregate workflows.Kurmak için tıkla

Skill

saga-orchestration

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Pre-build product and feature risk review for founders, product managers, and AI-assisted build…Kurmak için tıkla

Skill

before-you-build

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape…Kurmak için tıkla

Skill

brand-landingpage

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design effective KPI dashboards with metrics selection, visualization best practices, and real-…Kurmak için tıkla

Skill

kpi-dashboard-design

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchest…Kurmak için tıkla

Skill

deployment-pipeline-design

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks…Kurmak için tıkla

Skill

context-driven-development

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Research public discussion on social platforms and keep every report claim tied to the source m…Kurmak için tıkla

Skill

social-evidence-research

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use when maintaining a durable Markdown knowledge store that agents compile from sources, when…Kurmak için tıkla

Skill

grounded-vault

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterpri…Kurmak için tıkla

Skill

dotnet-backend-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline readin…Kurmak için tıkla

Skill

hermes-tweet

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use this skill when debugging active macOS connectivity failures, when an API or MCP service ti…Kurmak için tıkla

Skill

connectivity-triage

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Create structured incident response runbooks with step-by-step procedures, escalation paths, an…Kurmak için tıkla

Skill

incident-runbook-templates

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master on-call shift handoffs with context transfer, escalation procedures, and documentation.Kurmak için tıkla

Skill

on-call-handoff-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tes…Kurmak için tıkla

Skill

javascript-testing-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, p…Kurmak için tıkla

Skill

modern-javascript-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master TypeScript's advanced type system including generics, conditional types, mapped types, t…Kurmak için tıkla

Skill

typescript-advanced-types

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

This skill should be used when the user asks to "optimize a prompt", "improve prompt performanc…Kurmak için tıkla

Skill

prompt-engineering-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR…Kurmak için tıkla

Skill

finetuning-method-selection

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrat…Kurmak için tıkla

Skill

recsys-pipeline-architect

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

PluginEval quality methodology, covering dimensions, rubrics, and scoring formulas.Kurmak için tıkla

Skill

evaluation-methodology

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Python design patterns including KISS, Separation of Concerns, Single Responsibility, and compo…Kurmak için tıkla

Skill

python-design-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Understand anti-reversing, obfuscation, and protection techniques encountered during software a…Kurmak için tıkla

Skill

anti-reversing-techniques

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Scans the codebase to generate project-doc.md and AGENTS.md.Kurmak için tıkla

Skill

scan

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool…Kurmak için tıkla

Skill

signed-audit-trails-recipe

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules.Kurmak için tıkla

Skill

ai-debt-detector

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls),…Kurmak için tıkla

Skill

session-guard

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use when making UI/frontend changes guided by visual context, when the user selects elements vi…Kurmak için tıkla

Skill

visual-edit-precision

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook P…Kurmak için tıkla

Skill

social-publishing

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Analyze competition, identify differentiation opportunities, and develop winning market positio…Kurmak için tıkla

Skill

competitive-landscape

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory meth…Kurmak için tıkla

Skill

market-sizing-analysis

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash f…Kurmak için tıkla

Skill

startup-financial-modeling

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B…Kurmak için tıkla

Skill

startup-metrics-framework

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design optimal team structures, hiring plans, compensation strategies, and equity allocation fo…Kurmak için tıkla

Skill

team-composition-analysis

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or…Kurmak için tıkla

Skill

superself

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build production-ready Node.js backend services with Express/Fastify, implementing middleware p…Kurmak için tıkla

Skill

nodejs-backend-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiab…Kurmak için tıkla

Skill

grpo-rlvr-training

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication,…Kurmak için tıkla

Skill

multi-reviewer-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Debug complex issues using competing hypotheses with parallel investigation, evidence collectio…Kurmak için tıkla

Skill

parallel-debugging

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design durable workflows with Temporal for distributed systems.Kurmak için tıkla

Skill

workflow-orchestration-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Configure secure, high-performance connectivity between on-premises infrastructure and cloud pl…Kurmak için tıkla

Skill

hybrid-cloud-networking

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog…Kurmak için tıkla

Skill

git-advanced-workflows

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13).Kurmak için tıkla

Skill

spark-environment-setup

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Execute database migrations across ORMs and platforms with zero-downtime strategies, data trans…Kurmak için tıkla

Skill

database-migration

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets…Kurmak için tıkla

Skill

k8s-manifest-generator

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before…Kurmak için tıkla

Skill

checkpoint-promotion

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Prepare, format, and validate datasets for supervised fine-tuning and preference training.Kurmak için tıkla

Skill

dataset-curation

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode g…Kurmak için tıkla

Skill

eval-harness-first

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-on…Kurmak için tıkla

Skill

quantized-export

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Convert evaluation traces and production logs into SFT examples and preference pairs.Kurmak için tıkla

Skill

trace-to-training-data

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Configure human-in-the-loop gating for AI agent review actions in Claude Code.Kurmak için tıkla

Skill

review-agent-setup

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper…Kurmak için tıkla

Skill

task-coordination-strategies

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master smart contract security best practices to prevent common vulnerabilities and implement s…Kurmak için tıkla

Skill

solidity-security

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging stra…Kurmak için tıkla

Skill

cost-optimization

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design multi-cloud architectures using a decision framework to select and integrate services ac…Kurmak için tıkla

Skill

multi-cloud-architecture

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastr…Kurmak için tıkla

Skill

terraform-module-library

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master dbt (data build tool) for analytics engineering with model organization, testing, docume…Kurmak için tıkla

Skill

dbt-transformation-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master effective code review practices to provide constructive feedback, catch bugs early, and…Kurmak için tıkla

Skill

code-review-excellence

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master error handling patterns across languages including exceptions, Result types, error propa…Kurmak için tıkla

Skill

error-handling-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable…Kurmak için tıkla

Skill

monorepo-management

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improv…Kurmak için tıkla

Skill

sql-optimization-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark.Kurmak için tıkla

Skill

spark-memory-thermal-ops

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Write and maintain Architecture Decision Records (ADRs) following best practices for technical…Kurmak için tıkla

Skill

architecture-decision-records

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deploymen…Kurmak için tıkla

Skill

gitops-workflow

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases a…Kurmak için tıkla

Skill

rag-implementation

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.Kurmak için tıkla

Skill

lora-qlora-recipes

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO.Kurmak için tıkla

Skill

preference-optimization

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and…Kurmak için tıkla

Skill

distributed-tracing

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Python error handling patterns including input validation, exception hierarchies, and partial f…Kurmak için tıkla

Skill

python-error-handling

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias…Kurmak için tıkla

Skill

backtesting-frameworks

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master memory forensics techniques including memory acquisition, process analysis, and artifact…Kurmak için tıkla

Skill

memory-forensics

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, a…Kurmak için tıkla

Skill

accessibility-compliance

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build scalable design systems with design tokens, theming infrastructure, and component archite…Kurmak için tıkla

Skill

design-system-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mo…Kurmak için tıkla

Skill

responsive-design

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediat…Kurmak için tıkla

Skill

wcag-audit-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Test Temporal workflows with pytest, time-skipping, and mocking strategies.Kurmak için tıkla

Skill

temporal-python-testing

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies,…Kurmak için tıkla

Skill

nft-standards

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tes…Kurmak için tıkla

Skill

web3-testing

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Create production-ready GitHub Actions workflows for automated testing, building, and deploying…Kurmak için tıkla

Skill

github-actions-templates

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for s…Kurmak için tıkla

Skill

gitlab-ci-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement comprehensive observability for service meshes including distributed tracing, metrics…Kurmak için tıkla

Skill

service-mesh-observability

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master authentication and authorization patterns including JWT, OAuth2, session management, and…Kurmak için tıkla

Skill

auth-implementation-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently…Kurmak için tıkla

Skill

debugging-strategies

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch…Kurmak için tıkla

Skill

e2e-testing-patterns

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark.Kurmak için tıkla

Skill

spark-training-gotchas

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Use when writing technical documentation that needs to be readable by both humans and AI models…Kurmak için tıkla

Skill

hads

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and depen…Kurmak için tıkla

Skill

angular-migration

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Manage major dependency version upgrades with compatibility analysis, staged rollout, and compr…Kurmak için tıkla

Skill

dependency-upgrade

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Upgrade React applications to latest versions, migrate from class components to hooks, and adop…Kurmak için tıkla

Skill

react-modernization

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Build production React Native apps with Expo, navigation, native modules, offline sync, and cro…Kurmak için tıkla

Skill

react-native-architecture

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Implement GDPR-compliant data handling with consent management, data subject rights, and privac…Kurmak için tıkla

Skill

gdpr-data-handling

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications w…Kurmak için tıkla

Skill

helm-chart-scaffolding

wshobson/agents

  • Claude Code
  • Codex
  • OpenCode