Muse Skills for LLM Ops

    Skills for retrieval pipelines, evaluations, embeddings, MCP servers, and running language models in production. Measure and operate your AI stack instead of guessing.

    1,649 live llm ops skills for Muse.

    New in LLM Ops

    GEO SEO Suite — AI Search Optimization

    by Juan Gabriel Gomila Salas

    $9.99

    Full suite of 15+ GEO+SEO audit tools that scores your visibility across ChatGPT, Perplexity and Google AI Overviews 0-100 and ships the client-ready report.

    20
    1095.0(1)

    synthesizing institutional knowledge

    by loreto

    $10

    Builds the organizational memory schema your AI agent needs to answer why — capturing decision provenance, causal chains, and event context that embedding-based retrieval permanently discards.

    10
    55.0(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)

    prompt engineer

    by Roy Yuen

    Free

    Professional prompt engineering patterns for building robust, secure, and production-ready LLM applications.

    21
    5744.7(7)

    benchmarking ai agents beyond models

    by loreto

    Free

    Published AI benchmarks measure brains in jars. They test models in isolation or within a single reference harness — and then attribute all performance to the model. This skill teaches you to decompose agent performance into its two actual components: model capability and harness multiplier. The result is evaluations that predict real-world behavior instead of benchmark theater.

    2
    355.0(1)

    skill miner

    by Joeri Brons

    $2.99

    Analyzes your agent conversation history to find and automate your most frequent recurring tasks.

    5
    335.0(3)

    prompt engineer pro

    by Roy Yuen

    $8

    Professional prompt engineering, audit, and evaluation system for production-grade AI agents and workflows.

    4
    0

    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
    55.0(1)

    harness engineering

    by Roy Yuen

    $8

    Design, debug, and harden AI control loops with explicit contracts and automated verification harnesses.

    2
    2

    rag architect

    by Roy Yuen

    $5

    Design, debug, and optimize production RAG systems with expert architecture, hybrid search, and grounding strategies.

    2
    0

    production agent architect

    by Roy Yuen

    $6

    Architect, scaffold, and harden production-grade AI agents with battle-tested patterns and systematic evaluation.

    2
    2

    Open Browser Use

    by Leo Li

    Free

    Automate real Chrome profiles with a professional CLI, SDK, and MCP-ready automation stack for AI agents.

    2
    305.0(1)

    agent reliability audit

    by Roy Yuen

    $5

    Turn raw agent traces and tool logs into professional production-readiness audits and remediation reports.

    2
    0

    PromptDecoder Pro — AI Output to Prompt Converter

    by Brandon DeVries

    Free

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

    1
    245.0(1)

    Custom Data RAG Chatbot Builder

    by tudor

    $5

    Build a full-stack AI chatbot trained on your own documents across any industry — legal, healthcare, e-commerce, HR, finance, real estate, insurance, education, cybersecurity, government, and more.

    8
    0

    chainladder actuarial

    by Jabran Noor

    $25

    Actuarial loss reserving via MCP — chain ladder, BF, Cape Cod, Mack, bootstrap, and Excel export from a Claude conversation.

    2
    0

    Making Complex Systems Agent Readable with Grok

    by Markus Isaksson

    Free

    Turn complex system documentation into structured, agent-accessible knowledge bases optimized for MCP and AI tools.

    2
    18

    Getting Started with Agensi MCP

    by Markus Isaksson

    Free

    Quickstart guide to connect your AI agent to the Agensi marketplace via Model Context Protocol (MCP).

    1
    7

    agent eval coverage audit

    by Roy Yuen

    $5

    Audit your AI agent's evaluation coverage to identify missing release gates and production risks.

    2
    0

    🛠️ uBrowser Setup & Compatibility Validator

    by JustHandled Labs

    Free

    Install or audit the real upstream uBrowser MCP runtime, verify its exact 11-tool surface, and get a clear READY or REVIEW report.

    2
    2

    Evidence Grading Framework

    by PubsProToolkit

    $14

    Grade and rank sources by type, recency, authority, independence and corroboration, and resolve conflicting evidence, for research briefs, fact-checks and literature reviews.

    2
    3

    Cut Agent Token Costs: Caching, Routing & Budget Guards

    by Ignasi

    $3

    Optimize LLM costs through context hygiene, prompt caching, model routing, and automated budget guards.

    5
    95.0(4)

    🤖 AI Agent Auditor

    by Martin Gunderman

    $7

    Analyzes AI agents for performance, reliability, security, and optimization opportunities.

    2
    0

    agent tool governance

    by LocoLoboZ

    $10

    A proactive governance layer that validates MCP tool intent and scope to ensure safe, compliant agent behavior.

    2
    05.0(1)

    Why llm ops skills work in Muse

    Each skill on this page is a SKILL.md file built for llm ops work and confirmed to run in Muse. Connect your agent through MCP and Muse follows the workflow the creator encoded instead of improvising from a short prompt.

    Listings are ranked by uses, upvotes and reviews, so what surfaces first is what other Muse users actually keep. Free and paid skills compete on the same page, and every listing shows its security scan result before you use a skill.

    Learn how it works: What is SKILL.md? and SKILL.md format reference.

    What can you do with Muse llm ops skills?

    These are the jobs creators are actually shipping skills for in this category. Each one encodes a full workflow, so Muse follows the same method every time instead of improvising from a one-line prompt.

    • LLM OPS
    • Llmops
    • RAG
    • Retrieval
    • LLM Evaluation
    • Evals

    Choosing the right Muse skill for llm ops

    Start with the outcome, not the label. Open the listing and read the SKILL.md preview: a good llm ops skill states exactly what it does, what it needs from you, and what it deliberately refuses to do. Vague descriptions usually mean vague output.

    Then check three things: the number of uses and reviews (other Muse users voting with their setup), whether the creator ships updates, and whether the skill is universal SKILL.md or agent-specific. Free skills are a fine way to test a creator's style before buying their paid work.

    Related categories for Muse: Agents & Orchestration, Data & Databases and APIs & Backend.

    Why choose Agensi for Muse skills?

    • Verified creators

      Every paid creator is verified before they can sell, so skills come from practitioners, not scraped prompt packs.

    • 8-point security scan

      Each version is scanned for prompt injection, credential exfiltration and destructive commands before it goes live.

    • Free and premium together

      Some skills are free, but most are paid. Paid skills show the price upfront and include future updates from the creator.

    • Ready when you connect

      Connect your agent to Agensi once and the skill is ready to use. The latest version loads each time, and nothing is saved.

    Frequently asked questions

    Connect an MCP-compatible agent to Agensi and ask it to use the skill on your task. Approve any required purchase. The latest approved instructions load on each use; never save skill files to disk.

    Some are free, but most are paid. Paid skills show the price upfront, are a one-time purchase, and include future updates from the creator.

    Yes. Every listing is checked by an 8-point automated security scan before it can go live, and the result is shown on each skill page alongside the file list.

    Post it on the Agensi request board. Creators build against open requests every week, and you can back a request with a bounty if you want it prioritised.

    Get in touch

    Questions, partnership ideas, or feedback on the platform? Tell us what's working and what isn't, we love to hear from you!

    SR

    Samuel Rose

    Founder & CEO of Agensi

    Email UsBook a Call

    info@agensi.io

    We typically respond within a few hours during business hours.