Awesome Muse Skills

Catalog

Every skill, searchable

2,365 skills across two collections — 899 originals written from scratch, and 1,466 curated imports from across open source. Search by name or topic, or filter by category.

1password-pro

Master 1Password: vaults, Watchtower, passkeys, SSH agent, CLI, and family/team administration. Use when getting full value from 1Password personally or administering it for others.

creative-design

3d-designer

Create 3D visuals with modeling, texturing, lighting, rendering, and optimization for web and product.

3d-web-experiences

Create 3D web experiences: scene setup, models, materials, lighting, animation, scroll-driven scenes, and performance budgets. Use when adding 3D to websites beyond basic demos.

abstract-writing

Writing abstracts that get papers read — structured content, the 5-sentence core, and journal-specific constraints.

academy-guide

Learn effectively from courses and academies: choosing programs, studying actively, and converting courses into skills. Use when investing time/money in structured learning.

creative-design

accessibility-design-checker

Audit designs for accessibility with WCAG checklists covering color, type, focus, motion, and content.

business-marketing

account-based-marketing

Run ABM programs — target account selection, personalized campaigns, sales orchestration, and account-level measurement.

active-learning

Label smarter, not more — pick the most informative examples for annotation to maximize model gains per label.

web-development

aeo-geo

Optimize content for AI answer engines (AEO/GEO): citation-friendly structure, factual precision, and measuring AI visibility. Use when AI search drives discovery.

affective-computing-basics

Measuring emotion from behavior and physiology — facial expression, voice, EDA, and self-report integration.

business-marketing

affiliate-manager

Build and run affiliate programs — recruitment, commission structures, partner enablement, and fraud prevention.

agent-evaluation

Evaluate AI agents rigorously — task benchmarks, success criteria, failure taxonomy, cost/latency tracking, and regression testing. Use when you need to know whether an agent actually works, not whether it demos well.

agent-management

Manage fleets of local AI agents: lifecycle, monitoring, task assignment, and resource control. Use when running multiple CLI agents via an orchestrator like AI Maestro.

agent-manager-skill

Manage fleets of local AI agents — spawn, supervise, route tasks, monitor progress, and shut down workers cleanly. Use when coordinating multiple agents on parallel workstreams.

agent-memory-architectures

Architect persistent, searchable memory for agents — episodic, semantic, and procedural stores with retrieval, consolidation, and forgetting policies. Use when designing how an agent remembers across sessions.

agent-memory-systems

Design memory for AI agents — short-term context, long-term stores, retrieval strategies, and memory-augmented reasoning. Use when an agent must remember facts, learn preferences, or stay coherent across sessions.

agent-messaging

Coordinate agents via messaging: send, receive, and manage inter-agent communication. Use when agents need to collaborate, hand off work, or notify each other.

agent-orchestration

Orchestrate agents at runtime — task routing, scheduling, parallel execution, result aggregation, and supervision dashboards. Use when running agents as a managed fleet rather than one-off calls.

agent-tool-builder

Design tools for AI agents — clean function interfaces, typed schemas, informative errors, idempotency, and tool documentation. Use when giving an agent new capabilities or fixing flaky tool use.

agent-workflows

Build reusable agent workflow patterns — subagents with scoped briefs, event hooks, slash commands, and session management. Use when turning one-off agent tasks into repeatable, composable workflows.

agents-autogpt

Run goal-driven autonomous agent loops — decomposing objectives, executing tool chains, self-critiquing, and iterating until done. Use when exploring what fully autonomous task execution looks like and its limits.

agents-crewai

Coordinate teams of role-based agents — role definitions, task delegation, sequential and hierarchical workflows, and shared memory. Use when a job naturally splits into specialist roles collaborating.

agents-langchain

Build LLM applications with chain-style orchestration frameworks — prompts, chains, tool-calling agents, memory, and retrieval pipelines. Use when structuring multi-step LLM programs, adding tools to a model, or composing RAG systems in code.

agents-llamaindex

Build data-centric LLM applications with indexing and retrieval frameworks — document ingestion, indices, query engines, and RAG pipelines. Use when the core problem is getting the right data in front of the model.

agents-openai

Build agents on OpenAI's platform patterns — assistants-style threads, function calling, structured outputs, and multi-step tool workflows. Use when working with OpenAI models as the agent engine.

agents-pro

AI agent guidance — agent architecture, tool design, planning loops, guardrails, evaluation, and production agents.

ai-agents-architect

Architect autonomous agent systems — perception/action loops, tool design, planning strategies, memory, and multi-agent orchestration patterns. Use when designing an agent from scratch or scaling a prototype to production.

ai-agents-pro

Design and build LLM agents: ReAct loops, tool schemas, planning, memory, guardrails, evals, and human-in-the-loop. Use when building autonomous multi-step AI systems.

ai-chatbot-builder

Build AI chatbots end to end — conversation design, persona, retrieval grounding, escalation, and deployment. Use when creating a chatbot for support, sales, or internal assistance.

ai-engineer

Ship AI features to production — model selection, evals, latency/cost optimization, guardrails, monitoring, and iteration loops. Use when turning an LLM prototype into a reliable product feature.

creative-design

ai-image-prompting

Craft effective AI image prompts with structured syntax, style control, and iterative refinement techniques.

ai-safety

Practice AI safety across the lifecycle — risk assessment, alignment concepts, evaluation, deployment safeguards, and governance. Use when building or deploying AI systems responsibly.

ai-sdk-ui

Build streaming AI user interfaces with AI SDK patterns — message rendering, tool-call displays, loading states, and optimistic updates. Use when creating chat UIs that stream model output and show agent activity.

web-development

ai-ui-generation

Generate UI with AI tools effectively: prompt structure, design-system grounding, iteration technique, and evaluating output quality. Use when using AI to create interfaces.

ai21-guide

Build with AI21 Labs' models — Jurassic for generation and strong task-specific models for enterprise use.

aims-vs-objectives

Distinguishing aims, objectives, hypotheses, and milestones — the hierarchy that keeps proposals logically tight.

aleph-alpha-guide

Build with Aleph Alpha's Luminous models — European AI with emphasis on explainability and sovereignty.

alert-rules

Designing alert rules that fire when it matters — thresholds, burn rates, and routing — for any monitoring stack.

alfred-pro

Master Alfred on macOS: search, workflows, clipboard history, snippets, and the Powerpack. Use when building a keyboard-driven command layer on the Mac with Alfred.

angular-pro

Idiomatic Angular: standalone components, signals, RxJS patterns, DI, and enterprise structure. Use when writing, reviewing, or structuring Angular applications.

enterprise-communication

announcement-banners

Use announcement banners effectively — in-app and site banners for launches, alerts, and critical messages.

ansible-pro

Ansible guidance — inventory, playbooks, roles, idempotency, vault secrets, and reliable automation at scale.

anthropic-api-pro

Anthropic Claude API guidance — messages API, tool use, prompt caching, extended thinking, and production patterns.

anyscale-guide

Scale Ray workloads and serve models on Anyscale — managed Ray clusters for training and inference.

api-integration-specialist

Integrate third-party APIs reliably: auth, pagination, retries, webhooks, rate limits, and contract testing. Use when connecting to external REST/GraphQL APIs or building resilient API clients.

app-performance-monitoring

Application performance monitoring — transactions, profiling, and finding slow code — works with any APM platform.

aquila-guide

Build with BAAI's Aquila models — open bilingual models from Beijing's academy with research transparency.

argo-cd-pro

Argo CD guidance — GitOps workflows, Application manifests, sync strategies, AppProjects, and multi-cluster ops.

astro-pro

Idiomatic Astro: islands architecture, content collections, SSR/SSG choices, and performance-first builds. Use when writing, reviewing, or structuring Astro sites.

astrometry-basics

Precision position measurement — proper motions, parallaxes, reference frames, and working with Gaia data.

atmospheric-chemistry-basics

Tropospheric and stratospheric chemistry — ozone, aerosols, lifetimes, and reading chemical transport model output.

audio-pro

Handle professional audio tasks with recording, editing, mixing basics, formats, and loudness standards.

web-development

auth-pro

Implement web authentication: sessions, OAuth/OIDC, MFA, passwordless, and session security. Use when adding login and access control to apps.

autogen-guide

Build conversational multi-agent systems with AutoGen — agent types, group chats, and orchestration patterns.

automation-builder

Build workflow automations — triggers, actions, conditional logic, error handling, and maintainable automation design.

autonomous-agent-patterns

A pattern catalog for autonomous agents — ReAct, plan-and-execute, reflection, multi-agent debate, toolformer-style tool use, and when each fits. Use when choosing the control pattern for an agent task.

autonomous-agents

Build agents that work toward goals with minimal supervision — goal decomposition, self-correction loops, safe autonomy levels, and long-horizon task management. Use when an agent must run for hours or complete open-ended tasks.

aws-pro

AWS guidance — core services, IAM least privilege, networking, cost control, and production architecture patterns.

azure-openai-guide

Use OpenAI models on Azure — enterprise deployment with private networking, compliance, and managed scaling.

azure-pro

Azure guidance — subscriptions and RBAC, networking, AKS/App Service choices, Entra ID, and cost management.

business-marketing

b2b-demand-gen

Generate B2B pipeline — campaign strategy, multi-channel programs, SDR alignment, and pipeline measurement.

babel-pro

Configure Babel: presets, plugins, env-specific builds, polyfills, and performance. Use when maintaining Babel-based toolchains or writing custom transforms.

babyagi-pattern

Build autonomous task-driven agents with the BabyAGI loop — task creation, prioritization, and execution from a single objective.

backup-strategist

Design backup strategies that survive real disasters: 3-2-1 rule, versioning, testing restores, and covering all devices. Use when setting up backups or auditing whether current backups actually work.

backup-strategy

Designing backup strategies for PaaS-hosted apps — what to back up, how often, and proving restores work.

baichuan-guide

Build with Baichuan's open models — bilingual Chinese-English models for general and specialized tasks.

base64-pro

Encode and decode Base64 correctly with URL-safe variants, padding rules, and binary handling.

baseten-guide

Deploy ML models to production with Baseten — high-performance inference with autoscaling and custom runtimes.

bash-pro

Bash scripting guidance — safe scripting patterns, quoting, error handling, pipes, and maintainable shell code.

battery-materials

Battery science fundamentals — cell components, electrochemistry metrics, testing protocols, and degradation analysis.

bayesian-statistics

Bayesian data analysis — priors, likelihoods, posterior computation, model comparison, and honest reporting.

bedrock-guide

Build on AWS with Amazon Bedrock — managed foundation models, agents, knowledge bases, and guardrails.

behavioral-data-analysis

Analyzing behavioral experiment data — RT/accuracy preprocessing, mixed-effects models, and robust inference.

bioinformatics-pro

End-to-end bioinformatics analysis — sequence QC, alignment, and omics pipelines for research data.

biosketch-craft

Writing biosketches that build reviewer confidence — personal statement, contributions, and honest positioning.

biostatistics

Statistical methods for biology and medicine — study design, hypothesis testing, regression, and survival analysis.

bitbucket-pro

Master Bitbucket: Pipelines CI/CD, pull request workflow, branch permissions, and Jira integration. Use when building Bitbucket Pipelines or managing Bitbucket repos.

bitwarden-pro

Master Bitwarden: vaults, collections, self-hosting options, CLI, and organization administration. Use when using Bitwarden personally or running it for a team, including self-hosted setups.

blue-teamer

Strengthen defensive security operations — detection engineering, hardening, monitoring, and continuous defense improvement.

bookmark-manager

Build a bookmark system you'll actually use: capture, tagging, retrieval, and regular pruning. Use when bookmarks pile up unfindable or you keep losing useful links.

brain-computer-interfaces

BCI design and evaluation — signal decoding, calibration, closed-loop paradigms, and performance metrics.

brain-connectivity-analysis

Structural and functional brain connectivity — tractography, functional networks, and graph-theoretic analysis.

brainstorming

Structured ideation for technical problems: divergent generation, constraint framing, and convergent selection. Use when stuck on a design, naming, architecture, or feature approach and need fresh options.

business-marketing

brand-guidelines

Build and apply brand guidelines — voice, visual identity, and usage rules that keep every touchpoint consistent.

creative-design

brand-identity

Build complete brand identity systems with strategy, visual language, voice, and usage guidelines.

everyday-assistant

budget-checkin

Run a monthly money check-in with an AI assistant: categorize spending, spot leaks, set one savings target, and view it through the 50/30/20 lens — judgment-free. Use once a month to stay aware of where your money goes. General educational information, not financial advice.

budget-justification

Building defensible grant budgets — personnel, equipment, indirect costs, and justifications reviewers believe.

bug-bounty-hunter

Run an effective bug bounty program — scope design, triage, researcher relations, and remediation workflows.

bulk-rna-seq

Bulk RNA-seq differential expression — experimental design, count modeling with DESeq2/edgeR, and enrichment.

bun-pro

Bun runtime guidance — fast installs, built-in bundler and test runner, Bun.serve APIs, and migration from Node.

business-marketing

business-analyst

Perform business analysis — requirements gathering, process mapping, gap analysis, and stakeholder-ready documentation.

business-marketing

business-plan-writer

Write complete business plans — executive summary, market analysis, financials, and investor-ready narratives.

c-pro

Professional C: memory ownership, defensive programming, build hygiene, and systems-level correctness. Use when writing, reviewing, or maintaining C code.

caddy-pro

Caddy guidance — automatic HTTPS, Caddyfile patterns, reverse proxying, and simple production deployments.

everyday-assistant

calendar-guardian

Protect your time with Muse as calendar guardian: time-blocking, buffer time, declining gracefully, weekly calendar audits, and defending focus and personal time.

calendar-pro

Run your calendar like a pro: timeboxing, calendar layering, meeting hygiene, buffer design, and weekly planning rituals. Use when your schedule feels chaotic or your calendar controls you instead of the reverse.

enterprise-communication

calendar-pro-guide

Master calendar management — time blocking, scheduling hygiene, calendar audits, and executive calendaring.

capacitor-pro

Ship iOS/Android apps with Capacitor: web codebase, native plugins, live updates, and store builds. Use when wrapping a web app as native mobile apps.

capacity-planner

Capacity planning — forecasting demand, sizing infrastructure, and avoiding both outages and waste — use when scaling systems.

carbon-accounting

Greenhouse gas inventories and carbon footprints — scopes, emission factors, boundaries, and credible net-zero claims.

career-coach

Clarify career direction, set goals, and build actionable development plans through structured coaching.

career-pivot-planner

Plan a structured career change with skill-gap analysis, bridge roles, and a de-risked transition timeline.

casb-pro

Deploy cloud access security brokers — shadow IT discovery, SaaS governance, and cloud data protection.

catalysis-basics

Heterogeneous and homogeneous catalysis — mechanisms, kinetics, catalyst characterization, and deactivation analysis.

causal-inference

Estimate causal effects from observational and experimental data — DAGs, confounding control, quasi-experimental designs, and sensitivity analysis. Use when you need "what causes what," not just correlation.

cell-culture-basics

Mammalian cell culture fundamentals — aseptic technique, passaging, cryopreservation, and contamination control.

cerebras-guide

Blazing inference on Cerebras wafer-scale hardware — ultra-fast open-model APIs for speed-critical workloads.

chain-of-thought

Elicit step-by-step reasoning from language models to boost accuracy on math, logic, and multi-step problems.

enterprise-communication

changelog-comms

Write and publish changelogs — release notes that users read, versioning, and launch communication cadence.

changelog-pro

Maintain changelogs users actually read: Keep-a-Changelog format, automation, and release-note craft. Use when writing changelogs or automating release notes.

business-marketing

channel-sales

Build indirect sales channels — partner recruitment, enablement, deal registration, and channel conflict management.

chaos-engineer

Chaos engineering — designing safe failure-injection experiments to build resilience — use when proactively testing system robustness.

creative-design

character-designer

Design memorable characters with silhouette, personality, expression sheets, and turnarounds.

web-development

chartjs-dashboards

Build dashboards with Chart.js: layout, KPI cards, cross-chart filtering, theming, and real-time panels. Use for operational and analytics dashboards.

chartjs-pro

Build charts with Chart.js: configuration, plugins, custom tooltips, real-time updates, and dashboard patterns. Use for standard charts in web apps.

business-marketing

chatbot-marketer

Use conversational marketing — chatbot strategy, conversation design, lead qualification bots, and messaging ROI.

chatbot-ui-patterns

Design chatbot user interfaces — message layouts, suggestion chips, rich cards, feedback controls, and accessibility. Use when designing the visual and interaction layer of conversational UIs.

chatglm-guide

Build with Zhipu AI's ChatGLM models — bilingual conversational models with strong Chinese dialogue.

chemistry-pro

Practical computational and experimental chemistry workflows — cheminformatics, quantum chemistry, kinetics, and analytical methods.

chip-seq-analysis

ChIP-seq analysis — peak calling, differential binding, motif discovery, and QC with phantom-peak metrics.

Showing the first 120 of 899 — refine your search to see more.