Browse Skills — Page 194

multi-omics-mixomics-analysis

swaruplab/operon

Supervised and unsupervised multi-omics integration with mixOmics. Includes sPLS for pairwise integration and DIABLO for multi-block discriminant analysis. Use when performing supervised multi-omics integration or identifying features that discriminate between groups.

multi-omics-mofa-integration

swaruplab/operon

Multi-Omics Factor Analysis (MOFA2) for unsupervised integration of multiple data modalities. Identifies shared and view-specific sources of variation. Use when integrating RNA-seq, proteomics, methylation, or other omics to discover latent factors driving biological variation across modalities.

multi-omics-similarity-network

swaruplab/operon

Similarity Network Fusion (SNF) for patient stratification using multi-omics data. Integrates multiple data types into a unified patient similarity network. Use when performing patient stratification or integrating multi-omics data into unified similarity networks.

multi-panel-figure-assembler

aipoch/medical-research-skills

Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.

multi-persona-critique

notque/vexjoy-agent

Parallel critique of proposals via 5 philosophical personas with consensus synthesis.

multi-perspective-attack

yogsoth-ai/de-anthropocentric-research-engine

Assign distinct perspectives to attack a decision from multiple angles, then synthesize findings into a unified assessment.

multi-perspective-panel

yogsoth-ai/de-anthropocentric-research-engine

Strategy: Multi-stakeholder review panel — diverse expert perspectives evaluate artifact simultaneously, then synthesize through structured deliberation.

multi-perspective-reframing

yogsoth-ai/de-anthropocentric-research-engine

Apply CATWOE from multiple stakeholder viewpoints and reframing matrix to reveal aspects invisible from the dominant perspective.

multi-platform-apps-multi-platform

benjaminasterA/antigravity-awesome-skills

Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.

multi-platform-apps-multi-platform-v2

diegosouzapw/awesome-omni-skills

Multi-Platform Feature Development Workflow workflow skill. Use this skill when the user needs Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

multi-platform-launch

tech-leads-club/agent-skills

When the user wants to launch a product across multiple platforms, plan a Product Hunt launch, build a waitlist, or execute a multi-channel launch strategy. Also use when the user mentions 'product launch,' 'Product Hunt,' 'launch strategy,' 'waitlist,' 'beta launch,' 'BetaList,' 'Hacker News,' 'launch day,' 'AppSumo,' 'multi-channel launch.' This skill covers multi-platform launch execution from pre-launch through post-launch optimization. Do NOT use for technical implementation, code review, or software architecture.

multi-reviewer-patterns

wshobson/agents

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.

multi-search

cat-xierluo/legal-skills

智能多主题深度研究工具，支持任意材料输入，使用独立研究 Agent进行并行深度检索并生成系统化研究文档。本技能应在用户需要深度研究多个相关课题、进行系统性信息检索、整合多角度分析时使用。

multi-source-news-writer

aipoch/medical-research-skills

Integrates multiple news sources into a single, cohesive press release using an inverted pyramid structure and AP style. Use when you have raw news content and a topic, and need a professional press release.

multi-source-research-synthesis

Significant-Gravitas/skills-catalog

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

multi-source-signal-synthesiser

mohitagw15856/pm-claude-skills

Synthesise user signals from multiple research sources into a unified insight brief, reconciling conflicting feedback. Use when asked to make sense of data from multiple sources, synthesise user research, reconcile conflicting feedback, or when the user says 'what are users really telling us' or 'make sense of all this user data'. Produces ranked insights with confidence ratings, divergent signal analysis, and research gap identification.

multi-stage-dockerfile

github/awesome-copilot

'Create optimized multi-stage Dockerfiles for any language or framework'

multi-stakeholder-simulation

yogsoth-ai/de-anthropocentric-research-engine

Simulate multiple stakeholder perspectives evaluating a research gap, method, or proposal. Identifies blind spots from single-perspective analysis.

multi-step-form-design

rampstackco/claude-skills

Designing forms with multiple steps, progress indicators, conditional logic, and save-and-resume mechanics. The discipline of breaking complex data collection into stages that respect cognitive load while maintaining completion intent. Honest about kitchen-sink-single-page (overwhelms before the user starts), progress-theater (steps without genuine staging), and genuinely-staged (each step earns its own page) patterns. Triggers on multi-step form, multi-page form, form wizard, signup wizard, lead form, application form, intake form, configurator, onboarding form. Also triggers when a long form is converting poorly, when an audience is dropping off mid-form, or when a multi-step form is being scoped for the first time.

multi-surface-render

yonatangross/orchestkit

Multi-surface rendering with json-render — same JSON spec produces React components, PDFs, emails, Remotion videos, OG images, and more. Covers renderer target selection, registry mapping, and platform-specific APIs (renderToBuffer, renderToStream, renderToFile). Use when generating output for multiple platforms, creating PDF reports, email templates, demo videos, or social media images from a single component spec.

multi-worldview-comparison

yogsoth-ai/de-anthropocentric-research-engine

Multi-worldview comparison — CATWOE from multiple perspectives, reframing matrix across professional lenses, identify overlooked framings. Reveals what single-perspective analysis misses.

multiagent-debate

yogsoth-ai/de-anthropocentric-research-engine

Campaign: Multi-agent structured debate for adversarial validation. Core question: Can this artifact survive structured adversarial debate? Methods: Irving AI Safety via Debate, Du Society of Mind, Liang MAD, Toulmin Argumentation, D3 framework.

multica-autopilots

multica-ai/multica

Use when creating, updating, inspecting, triggering, or debugging Multica autopilots. Covers the full chain: schedule/webhook/manual trigger, create_issue vs run_only execution, agent/squad leader admission, runs, created issues/tasks, webhook URL rotation, and side-effect boundaries.

multica-creating-agents

multica-ai/multica

Use when creating, inspecting, or debugging a Multica agent through the `multica agent` CLI or `POST /api/agents` — what each field is, its persisted shape, whether it is metadata-only or consumed by the daemon at claim time, which inputs are validated/rejected, how custom_env secrets are gated, and how skill binding behaves. Not for assigning issues to existing agents or for runtime task prompts.

multica-focused-testing

multica-ai/multica

Use when selecting or running a focused or targeted test in any user repository. Detect the repository's stack and runner first, prefer its commands, and verify discovery before execution. Not for an explicitly requested full-suite run.

multica-mentioning

multica-ai/multica

Use when an issue comment needs to @mention someone — link to a person, trigger another agent, hand work to a squad, or broadcast with @all. Documents the verified mention contract: how a mention link is built from a real UUID, the four mention types and exactly what each one enqueues (agent → a run for that agent, squad → a run for the squad leader, member and issue → a rendered link with NO run), comment create/edit preview and suppression, the @all broadcast and how it suppresses the assignee's auto-trigger, and the silent no-op cases (a name where a UUID belongs, a bad/unknown UUID, an already-pending task, an archived agent, a private agent you cannot access). WHETHER to mention — loop avoidance, staying silent on acknowledgements — lives in the runtime brief's Mentions section, not here. This skill is the backend contract only, traced to server/internal/util/mention.go and server/internal/handler/comment.go.

multica-projects-and-resources

multica-ai/multica

Use when creating, inspecting, updating, or debugging Multica projects and project resources. Covers durable project context, github_repo and local_directory resources, how resources affect future agent task context, when to bind repos, and when not to mutate resources.

multica-runtimes-and-repos

multica-ai/multica

Use when inspecting or debugging Multica runtimes, daemon task claiming, agent not running, workdir/session reuse, or repository checkout. Covers runtime online/offline state, daemon heartbeat/claim chain, task-scoped repo checkout, project repo context, local_directory caveats, and safe diagnostic commands.

multica-skill-importing

multica-ai/multica

Use when a user provides a skill URL, slug, or clear intent to import/install a specific skill into the current Multica workspace. Teaches the workspace import API/CLI path (POST /api/skills/import), the supported URL source families, --on-conflict fail|overwrite|rename|skip behavior and structured import results, additive agent binding vs replace-all, and the reserved SKILL.md supporting-file rule. Do not use it to decide which skill the user needs, and never treat an external local installer like npx skills add as the final Multica install.

multica-squads

multica-ai/multica

Use when creating, inspecting, updating, assigning, mentioning, or debugging Multica squads. Explains what squads are, squad/member fields, CLI commands, leader routing, issue assignment, comments, mentions, autopilot behavior, leader briefing, side effects, and product-gap handling.

multica-working-on-issues

multica-ai/multica

Use when working on a Multica issue after the runtime has provided the trigger context — to apply the product contracts the runtime brief does not encode: how PR linking differs from close intent, how to read a linked PR's real state via the pull-requests CLI, which metadata keys are high-signal, what status changes trigger on the server, and how sub-issue create status (todo vs backlog) controls whether assigned agents start immediately.

multiline-commit-messages

prisma/prisma-next

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multiline-validation

microsoft/Docker-Provider

Validate multi-line log stitching behavior for an ama-logs image change. Enables multiline in the configmap, deploys the OLD (production) image, captures stitching baselines, deploys the NEW (test) image, captures the same metrics, and produces an A/B comparison per language and OS. Use when: validating a fluent-bit upgrade, validating a parser/configmap change, comparing multiline stitching between two images, multi-line A/B test, stacktrace stitching test.

multilingual-score

indranilbanerjee/digital-marketing-pro

Score localized content quality. Use when: checking translation accuracy, cultural adaptation, or voice preservation.

multimodal-gen

aAAaqwq/AGI-Super-Team

多模态内容生成（图片、视频）。当用户需要生成图片、生成图像、生成视频、AI绘画、AI作图、画一张图、做个视频、文生图、文生视频时使用此技能。自动调用 multimodal-agent 进行生成。

multimodal-llm

yonatangross/orchestkit

Vision, audio, video generation, and multimodal LLM integration patterns. Use when processing images, transcribing audio, generating speech, generating AI video (Kling, Sora, Veo, Runway), or building multimodal AI pipelines.

multimodal-medical-imaging

swaruplab/operon

Analyzes medical images (X-ray, MRI, CT) using multimodal LLMs to identify anomalies and generate reports.

multiomics_integration

InternScience/scp

Multi-Omics Integration - Integrate transcriptomics (TCGA), proteomics (UniProt), pathway enrichment (STRING), and metabolic pathway (KEGG) data for a target gene. Outputs a unified JSON report combining expression profiles, protein annotations, enriched pathways, and KEGG pathway details.

multiplayer

benjaminasterA/antigravity-awesome-skills

Multiplayer game development principles. Architecture, networking, synchronization.

multiplayer-v2

diegosouzapw/awesome-omni-skills

Multiplayer Game Development workflow skill. Use this skill when the user needs Multiplayer game development principles. Architecture, networking, synchronization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

multiqc-qc-reports

jaechang-hits/SciAgent-Skills

Aggregates QC from 150+ bioinformatics tools into one interactive HTML report. Scans FastQC, samtools, STAR, HISAT2, Trim Galore, featureCounts, Kallisto, Salmon, Picard, GATK logs; merges per-sample stats with plots. For NGS pipeline-wide QC. Use FastQC directly for single-sample; MultiQC for multi-sample reporting.

multispecies_gene_analysis

InternScience/scp

Multi-Species Gene Analysis - Analyze gene across species: Ensembl homologs, NCBI orthologs, cross-species STRING similarity, and taxonomy. Use this skill for comparative genomics tasks involving get homology symbol get gene orthologs get best similarity hits between species get taxonomy. Combines 4 tools from 3 SCP server(s).

multitenant

TheBeardedBearSAS/claude-craft

Architecture multitenant avec approche tiered (Shared/Dedicated Schema/DB), RBAC/ABAC, field-level encryption. Use when working with multitenant applications, tenant isolation, data segregation.

multithread-and-stakeholder-maps

Significant-Gravitas/skills-catalog

Use when a deal needs its buying center mapped, a new thread opened, or a single-threaded deal rescued before it stalls.

munger-mental-models-worldly-wisdom

simbajigege/book2skills

Apply Charlie Munger mental models to investments, decisions, and bias diagnosis. Trigger on Munger checklist or spot biases.

munger-observer

jdrhyne/agent-skills

Daily wisdom review applying Charlie Munger's mental models to your work and thinking. Use when asked to review decisions, analyze thinking patterns, detect biases, apply mental models, do a "Munger review", or run the Munger Observer. Triggers on scheduled daily reviews or manual requests like "run munger observer", "review my thinking", "check for blind spots", or "apply mental models".

muon-multiomics-singlecell

jaechang-hits/SciAgent-Skills

Multi-modal single-cell analysis with muon/MuData. Joint RNA+ATAC (10x Multiome), CITE-seq (RNA+protein), other multi-omics. MuData holds per-modality AnnData with shared obs. WNN joint embedding, per-modality preprocessing, MOFA factor analysis. Use scanpy-scrna-seq for single-modality RNA; use muon when combining 2+ omics from the same cells.

mural-automation

ComposioHQ/awesome-claude-skills

"Automate Mural tasks via Rube MCP (Composio). Always search tools first for current schemas."

muse

simota/agent-skills

Defining and managing design tokens, applying token systems to existing codebases, and building design system foundations. Covers token architecture for spacing, color, typography, dark mode, and cross-platform output.

muse_db

obra/muse-skills

Inspect database-backed Muse records for diagnosis and cross-table tracing when purpose-built product tools do not expose the needed state.

muse_early_access

obra/muse-skills

Use for questions about Muse's general early access program, requests to join it, checking or withdrawing a join request, and admission updates.

muse-feedback

obra/muse-skills

Use for feedback and feature requests to the Muse team. Whenever your response tells the user you can't do a specific thing they wanted, or accepts them giving up on one, offer once to file feedback in that response. This covers missing integrations you can't do yourself, capabilities you lack, and tasks that keep failing at a specific point. File only on their go-ahead. Also use when asked to send, view, check, or withdraw feedback.

music-to-video

langchain-ai/design-agent

Turn a music track (an audio file, a video to pull audio from, or a track generated from a mood brief) into a beat-synced video — lyric video, slideshow, or kinetic promo. The music drives all pacing; any user-supplied images/videos are cut onto the same beat grid, and a complete video needs zero assets. Narrated pieces → the input-matched workflow (see /hyperframes). Unclear → /hyperframes.

musickit

dpearson2699/swift-ios-skills

Integrate Apple Music playback, catalog search, and Now Playing metadata using MusicKit and MediaPlayer. Use when adding music search, Apple Music subscription flows, queue management, playback controls, remote command handling, or Now Playing info to iOS apps.

muster

terrylica/cc-skills

Machine-wide loop muster — enumerate every registered loop with health, ownership, and staleness. Renamed from 'status' to avoid.

muster-arbeitszeugnis-gemischte-noten

Klotzkette/claude-fuer-deutsches-recht

Anonymisiertes Schulungszeugnis mit dem klassischen Schaufenster-Pattern: einzelne Saetze tragen Note eins, benachbarte Saetze zum selben Themenbereich tragen Note drei. Vollstaendige Satz-fuer-Satz-Notenmatrix plus Bereichs-Drift-Analyse als Lernbeispiel.

muster-arbeitszeugnis-mit-roten-flaggen

Klotzkette/claude-fuer-deutsches-recht

Anonymisiertes Beispielzeugnis mit gemischten roten, orangen und grünen Bewertungen als Schulungsmaterial. Vollständige Ampel-Analysetabelle als Lernbeispiel für Zeugnissprache und Geheimcode-Erkennung.

muster-arbeitszeugnis-note-1

Klotzkette/claude-fuer-deutsches-recht

Vollständiges Musterarbeitszeugnis mit Note 1 als Referenzdokument. Alle Bausteine in grüner Formulierung: Kopfdaten, Aufgabenbeschreibung, Leistungsbeurteilung, Verhaltensbeurteilung und vollständige Schlussformel mit Erläuterungen.

muster-erstantwort

Klotzkette/claude-fuer-deutsches-recht

Vorlage-Skill mit dem vollstaendigen Musterschreiben fuer die Erstantwort auf Mandantenanfragen: Platzhalter fuer KANZLEI-NAME, SEKRETARIATS-TELEFON, TRANSKRIPTIONS-TELEFON und UNTERZEICHNENDE-RA. Drei Varianten: Standard, nur Vorname, Transkriptionsservice-Modus. Laedt wenn der Nutzer 'Musterschreiben zeigen', 'Vorlage Erstantwort', 'Template Mandantenantwort', 'Platzhalter ausfullen' oder 'Antwortvorlage kopieren' sagt.

musterklauseln-it-vertrag

Klotzkette/claude-fuer-deutsches-recht

Vertragsklauseln für KI-Dienstleister: Verschwiegenheit und § 43e-BRAO-Erklärung, Training-Opt-out, Löschpflichten, Audit- und Kontrollrechte, Haftungsregelung sowie Subprozessor-Genehmigung nach DSGVO und Strafrecht.

mutation_impact_analysis

InternScience/scp

Mutation Impact Analysis - Analyze mutation impact: predict structure, predict mutations from sequence and structure, and check variant effects with Ensembl VEP. Use this skill for molecular biology tasks involving pred protein structure esmfold zero shot sequence prediction predict zero shot structure get vep hgvs. Combines 4 tools from 3 SCP server(s).

mutation-check

trailofbits/coop

Run cargo-mutants for changed coop logic and keep .cargo/mutants.toml synchronized.

mutation-testing

trailofbits/skills

Configures mewt or muton campaigns, analyzes surviving mutants, and investigates bugs exposed by testing gaps. Use when setting up mutation testing, reviewing campaign results, identifying equivalent mutants, or finding bugs from surviving mutations.

mux-video

joelhooks/joelclaw

"Upload, manage, and embed videos via Mux. Covers direct uploads, API asset management, webhook event flow, playback embedding, and the Mux CLI. Use when uploading video, creating assets, checking encoding status, embedding playback, or handling Mux webhook events."

mv-generator

aAAaqwq/AGI-Super-Team

MediaClaw 内置的音乐视频端到端生成技能。

mv-production-standard

aAAaqwq/AGI-Super-Team

MV production standard — end-to-end music video creation workflow

mvp

TerminalSkills/skills

>-

mvp-case-builder

OneWave-AI/claude-skills

Construct statistical arguments for MVP/awards. Narrative framing, comparison to past winners, advanced metrics, counter-arguments.

mvvm-toolkit

github/awesome-copilot

CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteChangedFor], [NotifyDataErrorInfo]), base classes (ObservableObject / ObservableValidator / ObservableRecipient), commands (RelayCommand / AsyncRelayCommand), and validation. Companion skills: mvvm-toolkit-messenger for pub/sub, mvvm-toolkit-di for Microsoft.Extensions.DependencyInjection wiring. Works across WPF, WinUI 3, MAUI, Uno, and Avalonia.

mvvm-toolkit-di

github/awesome-copilot

Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes (Singleton / Transient / Scoped), IMessenger registration, resolving ViewModels in Views, keyed services, testing seams, and the legacy Ioc.Default escape hatch. Use across WPF, WinUI 3, .NET MAUI, Uno, and Avalonia.

mvvm-toolkit-messenger

github/awesome-copilot

CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongReferenceMessenger, IRecipient<TMessage>, RequestMessage<T> / AsyncRequestMessage<T> / CollectionRequestMessage<T>, ValueChangedMessage<T>, channels (tokens), and the ObservableRecipient activation lifecycle. Use across WPF, WinUI 3, .NET MAUI, Uno, and Avalonia.

mx-pg-controller-migration

mx-space/core

Use when verifying and porting an mx-core controller (Post/Note/Page/Comment/Category/etc.) after the MongoDB→PostgreSQL cutover, or when its data shape no longer matches what api-client and admin-vue3 expect. Triggers on "校验 controller"、"check controller"、"迁移 controller"、"修复迁移后的接口"、"data missing after PG migration"、"related/category 字段丢了" and similar.

mx-review

mx-space/core

Review code for MX Space project conventions. Checks NestJS patterns, Drizzle ORM repositories, Zod schemas, API design, etc.

mx-technologies-automation

ComposioHQ/awesome-claude-skills

"Automate MX Technologies tasks via Rube MCP (Composio). Always search tools first for current schemas."

mx-toolbox-automation

ComposioHQ/awesome-claude-skills

"Automate Mx Toolbox tasks via Rube MCP (Composio). Always search tools first for current schemas."

mxl-dsl

SteelMorgan/1c-agent-based-dev-framework

JSON DSL для генерации табличных документов 1С (MXL) с областями, ячейками, шрифтами и стилями. Используй при mxl compile для печатных форм.

my-api-hq

myapihq/myapi

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my-audience-api

myapihq/myapi

>

my-auth-api

myapihq/myapi

>

my-company-api

myapihq/myapi

>

my-container-api

myapihq/myapi

>

my-crm-api

myapihq/myapi

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my-database-api

myapihq/myapi

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my-domain-api

myapihq/myapi

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my-email-api

myapihq/myapi

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my-email-verify-api

myapihq/myapi

>

my-function-api

myapihq/myapi

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my-funnel-api

myapihq/myapi

>

my-git-api

myapihq/myapi

>

my-image-api

myapihq/myapi

>

my-issues

TheBushidoCollective/han

Show all Linear issues assigned to you

my-llm-api

myapihq/myapi

>

my-payments-api

myapihq/myapi

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my-people-api

myapihq/myapi

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my-pixel-api

myapihq/myapi

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my-queue-api

myapihq/myapi

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my-router

yzhao062/anywhere-agents

Context-aware router that detects work type and dispatches to the right skill. Ships with a minimal default routing table; extend it in a fork, or register project-local skills in a consuming repo via routing-table.local.md or an AGENTS.local.md Routing section.

my-storage-api

myapihq/myapi

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my-task-api

myapihq/myapi

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my-tasks

TheBushidoCollective/han

Show all ClickUp tasks assigned to you