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GitHub Copilot One Shot 2026 | Master Instructions, Skills, MCP, Hooks & Agents
CodeSnippet · 2026, github copilot, coding agents, agent skills
AI directory search
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
54 matches for "skills"
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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CodeSnippet · 2026, github copilot, coding agents, agent skills
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
AI Creator Academy by DCT · Beginner to intermediate
Explicitly non-tech AI training for everyday people who want creator, digital product, and income workflows.
Skills
AI creator skills, Digital products, AI art, Canva, Side hustles
Pietro's AI Substack · Beginner to intermediate
Actionable AI education for non-technical people who want Claude, skills, and practical agent workflows without news churn.
Skills
Claude Skills, Claude Code, AI workflows, Business automation
Tina Huang AI and data career videos · Beginner
Accessible learning and career guidance for people entering data and AI work.
Skills
AI literacy, Data skills, Career learning, Prompting
Kaggle Learn · Beginner
Useful for people who need the data and ML basics before working seriously with AI tools.
Topics
Python, Machine learning, Data preparation, Computer vision
DataTalks.Club ML Zoomcamp · Beginner to intermediate
Useful structured free courses for the data/ML engineering skills underneath AI products.
Topics
ML engineering, MLOps, Data engineering
DeepLearning.AI · Beginner to advanced
A broad catalog of structured AI courses, including many short practical courses from tool creators.
Topics
Generative AI, Deep learning, Prompting, Agents
Google Cloud AI learning paths · Beginner to advanced
Hands-on labs for people building AI systems on Google Cloud and Vertex AI.
Topics
Cloud AI, Vertex AI, Generative AI, MLOps
IBM SkillsBuild AI · Beginner
Accessible AI literacy and business-facing AI learning for non-specialists.
Topics
AI foundations, Generative AI basics, Business use cases
DataCamp AI courses · Beginner to intermediate
Useful for analysts and business users who want structured, browser-based AI practice.
Topics
AI foundations, Data skills, Prompting, ML foundations
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Skill system
OpenClaw · Official docs
Use this to understand the OpenClaw skill format: markdown instruction files in directories with SKILL.md frontmatter and tool-use guidance.
Start
Read the official skills docs before installing community skills, then test one low-risk local skill in a disposable workspace.
Skill marketplace
OpenClaw · Registry
Use this when you need a public registry for OpenClaw skills and plugins rather than hand-copying skill folders.
Start
Search from the CLI, inspect the skill source, and install only skills that match a real workflow.
Workflow skill catalog
Matt Pocock / AI Hero · Skill catalog
Use this when you want opinionated coding-agent workflows instead of generic prompt snippets.
Start
Start with /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, or /handoff depending on the job.
Agent harness
OpenClaw · Open-source agent harness
Use this when you want an agent runtime you can shape with local skills, plugins, and workspace-level behavior.
Start
Start with the docs, install the minimum useful setup, then add one skill only after you understand its file access and commands.
Self-improving agent
Nous Research · Open-source agent
Use this when persistent memory, skill creation from completed tasks, and remote agent operation matter more than a simple chat UI.
Start
Read the README, run it in a contained environment, and test one recurring workflow before trusting broader memory.
Developers using coding agents and tool-connected workflows
Learn first
Good matches
Open next
Dictionary · Matt Pocock · Beginner to intermediate
You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.
ai coding, agent vocabulary, context engineering, claude skills
Guide / Claude skill · Matt Pocock · Beginner to intermediate
You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.
claude skills, ai coding, personalized learning, interactive lessons
Guide · Matt Pocock · Intermediate
You want a practical entry point into Matt's everyday agent skills and how they fit into real software work.
claude skills, agentic workflows, ai coding, product planning
Guide / Claude skill · Matt Pocock · Intermediate
You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes.
claude skills, tdd, ai coding, testing
Guide / Claude skill · Matt Pocock · Intermediate
You want to turn messy backlog items and GitHub issues into clearer, agent-ready work.
claude skills, triage, github issues, agentic workflows
Guide / Claude skill · Matt Pocock · Intermediate
You want an AI interview process that uses docs and domain language to clarify a feature before implementation starts.
claude skills, product planning, domain modeling, agentic workflows
Guide / Claude skill · Matt Pocock · Intermediate
You need to preserve useful context across agent sessions without dragging an overloaded conversation forward.
claude skills, handoffs, context engineering, agentic workflows
Workforce AI skills playbook · Google Cloud · Beginner
Use this five-step playbook to assess an organization's AI baseline, put AI into existing workflows, establish trust, offer flexible learning, and recognize progress. It also links to the Google courses and learning paths listed below.
ai skills, workforce training, ai adoption, change management, responsible ai
Course · Google Cloud · Beginner
Use this one-hour introductory course when you need a practical way to assess a team's learning needs, identify skill gaps, and connect AI training with career development.
ai skills, skills assessment, team development, career development, generative ai
Professional certificate · Google · Beginner
Use this foundational certificate program to build job-ready data analytics skills and learn how AI can support analysis, visualization, and workflow productivity.
data analytics, sql, python, tableau, data visualization
Agent migration case study · Mistral AI · Intermediate to advanced
You want Mistral's September 9, 2026 field report on migrating 40,000 lines of Fortran 77 to C++, including a parity harness built before migration, agent-generated documentation, planner-coder-tester-reviewer workflows, and the human checkpoints needed for maintainable results.
mistral, coding agents, legacy modernization, parity testing, agent workflows
Short course · DeepLearning.AI · Beginner
You want a concise, hands-on course for replacing vague vibe-coding prompts with project constitutions, feature specs, plan-implement-verify loops, legacy-code workflows, and a portable custom agent skill.
coding agents, spec-driven development, agent skills, planning, verification
Agent infrastructure guide · Anthropic · Intermediate to advanced
You want Anthropic's September 3, 2026 workflow for declaring agents, environments, skills, memory stores, and scheduled deployments in a repository, previewing changes, and applying them reproducibly in CI.
anthropic, ant cli, managed agents, infrastructure as code, skills
Agent tooling and evaluation guide · Hugging Face · Intermediate
You want a measured guide to agent-friendly CLI design, including structured output, retry-safe commands, independent grading, and benchmarks showing where higher-level tools reduce calls and token use.
hugging face, coding agents, hf cli, evals, codex
Open-source skills and tutorial · Hugging Face · Intermediate to advanced
You want reusable, open-source agent skills for training, fine-tuning, evaluating, quantizing, and publishing models with Codex, Claude Code, Gemini CLI, or another skills-compatible coding agent.
hugging face, agent skills, codex, claude code, model training
Workflow guide · OpenAI · Beginner to intermediate
You want to demonstrate a stable workflow once on macOS and have ChatGPT or Codex turn it into a reusable skill for computer use, browser actions, plugins, and repeated operational work.
openai, codex, record and replay, skills, computer use
Coding agent release notes · Qwen · Beginner to advanced
You want Qwen's September 3, 2026 practical guide to its latest coding-agent workflows, including learning-oriented output styles, scheduled tasks, a browser terminal, safer workspace writes, skills, MCP stability, and current vision-model support.
qwen code, coding agents, output styles, scheduled tasks, web shell
Official bootcamp · OpenAI · Intermediate
You want OpenAI's current five-part builder curriculum covering API foundations, agents, realtime, RAG, and production optimization with one public syllabus.
openai, agents, realtime, rag, production
Guide · OpenAI · Intermediate
You want the official OpenAI guide for packaging reusable skills with SKILL.md manifests instead of copying long instructions into every agent session.
openai, skills, agent skills, workflows, coding agents
Release notes · OpenAI · Beginner to advanced
You need the current Codex feature timeline before teaching a workflow that depends on new app, CLI, subagent, skill, or MCP behavior.
openai, codex, release notes, subagents, skills
Official learning hub · Anthropic · Beginner to advanced
You want Anthropic's current course list for Claude API work, MCP, Claude Code, skills, and AI fluency instead of piecing course links together from blog posts.
anthropic, claude, courses, mcp, claude code
Guide · Google AI for Developers · Intermediate
You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.
gemini, coding agents, developer tools, mcp, workflow setup
Guide · Google AI for Developers · Intermediate to advanced
You want to extend Gemini's managed-agent harness with your own instructions, skills, and data instead of using the default Antigravity setup unchanged.
gemini, managed agents, custom agents, skills, stateful workflows
Guide · Google AI for Developers · Intermediate to advanced
You need Google's exact sandbox, source-mount, and network-control model before trusting a managed Gemini agent with code, files, or long-running work.
gemini, managed agents, sandbox, skills, hooks
Playground guide · Google AI for Developers · Intermediate
You want the visual Gemini playground for prototyping managed-agent instructions, tools, and environments before committing to API code.
gemini, ai studio, managed agents, playground, sandbox
Guide · Anthropic · Intermediate
You want Anthropic's official guide for packaging reusable Claude Code skills instead of leaving long instructions inline in every session.
anthropic, claude code, skills, coding agents, context engineering
Release notes · Anthropic · Intermediate
You need the live Claude Code change stream for new skills, workflow behaviors, budget controls, and CLI updates before teaching or standardizing a coding-agent workflow.
anthropic, claude code, release notes, skills, coding agents
Guide · Google AI for Developers · Intermediate
You want the newest official Gemini guide for wiring docs MCP, installable skills, and coding-agent best practices into software workflows.
gemini, coding agents, mcp, skills, developer tools
Quickstart · Qwen · Beginner to intermediate
You want the official August 2026 onboarding guide for installing Qwen Code, configuring a provider, and using skills in a first coding workflow.
qwen, qwen code, coding agents, developer tools, skills
Guide · Qwen · Intermediate
You want the official Qwen Code guide for packaging reusable skills instead of keeping long workflow instructions inline.
qwen, skills, coding agents, agent workflows, developer tools
GitHub repo · Qwen · Intermediate
You want the open-source implementation details for Qwen Code, including its MCP, skill, memory, and subagent workflow surfaces.
qwen, coding agents, open source, mcp, skills
Engineering study · Perplexity · Intermediate to advanced
You want a practical primary-source study of co-designing a compact local model and agent harness, including on-demand skills, context compaction, sandboxing, verification, and optional frontier-model escalation.
perplexity, local models, agent harnesses, privacy, sandboxing
GitHub repo · VoltAgent · Intermediate
You want a larger, current catalog of real-world agent skills that can be studied, adapted, and compared across Claude Code, Codex, Gemini CLI, Cursor, and similar tools.
agent skills, skills, coding agents, claude code, codex
Platform docs · Hugging Face · Beginner to advanced
You want Hugging Face's top-level guide to agents, including MCP, Skills, SDKs, local agents, and hub-connected coding workflows.
hugging face, agents, mcp, skills, hub
Free course · Hugging Face · Intermediate
You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.
context engineering, coding agents, skills, subagents, mcp
Substack newsletter · Pietro Montaldo · Beginner to intermediate
You want actionable Claude and AI workflow tutorials for non-technical operators without a general AI news feed.
substack, claude skills, claude code, non-technical builders, ai workflows