AI Agents & LLM Ops Skills for GitHub Copilot

    Skills for orchestrating multi-agent systems, building MCP servers, evaluating LLM outputs, and shipping production-grade prompt and retrieval pipelines.

    734 live ai agents & llm ops skills for GitHub Copilot.

    Prompt to Skill Converter with Grok (v1.4.1)

    by Markus Isaksson

    Free

    Transform repetitive, messy prompts into structured, reusable SKILL.md files for your AI agents.

    2
    235.0(1)

    Agensi Skill Authoring

    by Markus Isaksson

    Free

    Master the Agensi open standard to build, structure, and document reliable reusable skills for AI coding agents.

    2
    185.0(1)

    designing hybrid context layers

    by loreto

    $10

    Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.

    6
    165.0(1)

    ai coding checklist

    by Julian

    Free

    A 5-gate pre-flight audit to ensure your AI agent has the context, scope, and safety boundaries needed to code successfully.

    2
    15

    PromptDecoder Pro — AI Output to Prompt Converter

    by Brandon DeVries

    Free

    Paste any AI output. Get the production-ready prompt that made it.

    1
    12

    multi agent orchestration

    by Kaymue

    Free

    Build production multi-agent systems. 12 patterns, 8 anti-patterns, debugging workflow, cost control. LangGraph + AutoGen + CrewAI.

    2
    6

    Agent Memory Privacy Check

    by LB Creations

    Free

    Audit AI agent memory files for privacy risk and bloat.

    2
    6

    diagnosing rag failure modes

    by loreto

    $10

    RAG fails quietly. It retrieves documents, returns confident-looking answers, and misses the question entirely — because the question required connecting facts across documents, reasoning about sequence, or tracing causation. This skill gives you a five-question diagnostic checklist that classifies any failing query as either RAG-safe or structurally RAG-incompatible, then maps it to the specific failure pattern and the architectural fix that resolves it.

    5
    5

    Board of Legendary Advisors

    by Joeri Brons

    Free

    Consult a board of 8 legendary business builders to frame, debate, and solve your toughest strategic decisions.

    2
    45.0(1)

    Agensi Skill Publishing Assistant with Grok (v1.2.1)

    by Markus Isaksson

    Free

    Run a complete pre-publish readiness check on your skills — version consistency, marketplace reference audit, internal path cleanup, and clear 0.0.1 vs 0.1.0 publishing decision.

    2
    4

    Blind Spot Pass

    by PubsProToolkit

    Free

    Run this on your plan, spec, or prompt before any work starts. It surfaces the decisions you never made, names what an agent would silently assume for each, ranks them by the cost of a wrong guess, and hands back a short list of choices to make now — plus the gaps that are safe to leave open.

    2
    3

    rag failure diagnostics

    by Kaymue

    Free

    Diagnose broken RAG systems. 8 failure categories: chunking, embeddings, retrieval, reranking, hallucination. Recall@k measurement.

    2
    3

    GoldBean — x402 Micropaid MCP Server

    by GoldBean

    Free

    120+ paid AI tool endpoints. Pay per use via x402 micropayments on Base (USDC). No API keys, no subscriptions.

    2
    3

    Context Engineering — Optimize What Your AI Agent Sees and When

    by Shogun Labs

    Free

    Systematic framework for engineering AI agent context at the right level of abstraction

    2
    2

    ai stack spend audit

    by Kaymue

    Free

    Audit AI/LLM spend across OpenAI, Anthropic, AWS Bedrock, Azure. Find waste, project runway, FinOps report. Free scripts.

    2
    2

    Peer Review Stress Test

    by PubsProToolkit

    Free

    An adversarial self-review gate that hunts your agent's weakest claim, overclaims, and missing limitations before a human sees the output.

    2
    2

    Agent Instructions Doctor

    by Agentwrought

    Free

    Audit and repair decaying agent instruction files to fix contradictions, stale rules, and token bloat.

    1
    2

    AGENTS.md & Agent Config Quality Gate

    by PubsProToolkit

    Free

    An adversarial reviewer for AGENTS.md and agent instruction files. It flags ambiguous or contradictory rules, missing guardrails, vague tool and scope definitions, and untestable instructions, then returns a PASS / REVISE / BLOCK verdict — before the config drives your agent.

    1
    2

    Agent Failure Recovery Protocol

    by PubsProToolkit

    Free

    A structured recovery framework to stop agent loops, handle malformed output, and manage autonomous error escalation.

    1
    2

    Agent Coordination Protocol

    by PubsProToolkit

    Free

    A structured protocol for AI agents to orchestrate sub-agents with role contracts and disciplined handoffs.

    1
    2

    More Concise AI Writing

    by Aman Garg

    $5

    AI output is full of padding, repeated information, and filler phrases. This skill cuts all of that while keeping the specifics and nuance that actually matter.

    3
    1

    Ironclad — Senior Software Developer

    by OnwireFlow

    $9.99

    Makes your coding agent work like a senior developer: exact money with no rounding errors, configurable rules, real audit trails, honest testing and review. Any stack, any country.

    2
    1

    PR Release Risk Gatekeeper

    by heyhridyansh

    $9.99

    A formal release gatekeeper that audits PRs for deployment risk, migration safety, and operational readiness.

    2
    1

    Evidence Grading Framework

    by PubsProToolkit

    Free

    A reusable rubric that grades every source by type, recency, authority, independence, and corroboration, then ranks them and resolves conflicts by evidence weight.

    2
    1

    Why ai agents & llm ops skills work in GitHub Copilot

    Each skill on this page is a SKILL.md file built for ai agents & llm ops work and confirmed to run in GitHub Copilot. Install one into .github/copilot/skills/ (repo) or VS Code workspace, start a new session, and GitHub Copilot follows the workflow the creator encoded instead of improvising from a short prompt.

    Listings are ranked by installs, upvotes and reviews, so what surfaces first is what other GitHub Copilot users actually keep. Free and paid skills compete on the same page, and every listing shows its security scan result before you download anything.

    Frequently asked questions