Browse Skills — Page 193
32,504 public skills · showing 19,201–19,300
- 100/100
msw
TerminalSkills/skills
>-
- 100/100
msw-cli
JasonBoy/msw-mcp
>-
- 100/100
msw-setup
JasonBoy/msw-mcp
>-
- 90/100
mtls-configuration
wshobson/agents
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
- 90/100
mtls-configuration
benjaminasterA/antigravity-awesome-skills
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
- 90/100
mtls-configuration-v2
diegosouzapw/awesome-omni-skills
mTLS Configuration workflow skill. Use this skill when the user needs Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
mtp-hot-reload
microsoft/testfx
>
- 95/100
muapi-3d-logo-animation
SamurAIGPT/Generative-Media-Skills
Transform a 2D logo into a premium 3D version and animate it with professional cinematic effects.
- 95/100
muapi-action-figure-generator
SamurAIGPT/Generative-Media-Skills
Convert a photo of a person into a custom 3D action figure, complete with collectible toy packaging.
- 95/100
muapi-ad-creative
SamurAIGPT/Generative-Media-Skills
Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
- 100/100
muapi-ai-clipping
SamurAIGPT/Generative-Media-Skills
Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's `/ai-clipping` endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.
- 95/100
muapi-ai-fight-scene
SamurAIGPT/Generative-Media-Skills
Generate a high-cut-density action / fight scene by first composing a 16-cell storyboard image, then driving Seedance 2.0 image-to-video off that storyboard. Stacks GPT-Image-2 (character sheet + storyboard), Nano-Banana-2 (environment concept), and Seedance 2.0 i2v.
- 95/100
muapi-amazon-product-listing
SamurAIGPT/Generative-Media-Skills
Generate a complete Amazon product listing image set — hero image, lifestyle shot, infographic with features, and comparison/detail closeups optimized for Amazon standards.
- 95/100
muapi-animal-video-generator
SamurAIGPT/Generative-Media-Skills
Create a hilarious and ultra-realistic video of an anthropomorphic animal acting like a human vlogger in a real-world setting.
- 95/100
muapi-award-ceremony-video
SamurAIGPT/Generative-Media-Skills
Generate a 15-second cinematic awards-ceremony video — a host announces a winner from the stage, a spotlight finds them in the crowd, they walk up to the podium, receive the award, and the LED display reveals their name and "THE BEST ACTOR".
- 95/100
muapi-blog-header
SamurAIGPT/Generative-Media-Skills
Create a professional, eye-catching blog post header image sized for web (1200×628) with optional title composition guidance.
- 95/100
muapi-brand-kit
SamurAIGPT/Generative-Media-Skills
Generate a cohesive brand visual kit — logo concept, color palette moodboard, and typography pairing suggestions.
- 95/100
muapi-brochures
SamurAIGPT/Generative-Media-Skills
Generate a professional multi-page brochure design — cover, inner spread, and back cover — for business, real estate, events, or product launches.
- 95/100
muapi-cartoon-dance-animation
SamurAIGPT/Generative-Media-Skills
Convert a photo of a person into a Pixar-style 3D cartoon character, then animate it using a reference dance or motion video.
- 95/100
muapi-character-story-video
SamurAIGPT/Generative-Media-Skills
Create a multi-part animated story video by first establishing a consistent character and then generating sequential scenes and animating them.
- 95/100
muapi-chibi-collage-effect
SamurAIGPT/Generative-Media-Skills
Turn a real lifestyle photo into a polished "chibi clone sticker diary" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene.
- 100/100
muapi-cinema-director
SamurAIGPT/Generative-Media-Skills
Direct high-fidelity cinematic video with AI — translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai
- 95/100
muapi-color-analysis-board
SamurAIGPT/Generative-Media-Skills
Turn a portrait photo into a high-end editorial "Color Analysis Board" in a luxury fashion-magazine style (Dior / Ralph Lauren aesthetic) — best colors, undertone, makeup guide, capsule wardrobe, hair & jewelry recommendations, all laid out on a clean beige/ivory grid.
- 95/100
muapi-couple-grid-creator
SamurAIGPT/Generative-Media-Skills
Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging.
- 95/100
muapi-design-guide
SamurAIGPT/Generative-Media-Skills
Create a comprehensive brand design guide — color palette, typography pairings, UI component previews, and visual identity rules with example mockups.
- 95/100
muapi-drone-style-video
SamurAIGPT/Generative-Media-Skills
Generate aerial drone-perspective footage — sweeping bird's-eye views, orbit shots, and flyover sequences for landscapes, architecture, and events.
- 95/100
muapi-fashion-try-on
SamurAIGPT/Generative-Media-Skills
Virtually try on different outfits by combining a person's photo and a clothing item, then optionally generate a professional fashion model video.
- 95/100
muapi-floor-plan-rendering
SamurAIGPT/Generative-Media-Skills
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
- 95/100
muapi-freeze-effect-video
SamurAIGPT/Generative-Media-Skills
Generate a cinematic "freeze effect" video where time stops mid-scene, the subject walks through the frozen world, then time resumes with a snap.
- 95/100
muapi-giant-product-showcase
SamurAIGPT/Generative-Media-Skills
Create a dramatic "Giant Product" visual where a regular item is showcased as a massive, building-sized object next to a person, then optionally animate the scene.
- 95/100
muapi-instagram-post
SamurAIGPT/Generative-Media-Skills
Create a polished, on-brand Instagram post — square or portrait hero image with matching caption and hashtags.
- 95/100
muapi-interior-design
SamurAIGPT/Generative-Media-Skills
Create professional interior design visualizations — redesign existing rooms, generate new room concepts, or visualize specific furniture styles in a space.
- 95/100
muapi-interior-design-visualizer
SamurAIGPT/Generative-Media-Skills
Visualize interior design by generating an empty room and filling it with stylish furniture and decor, or by redesigning an existing room.
- 95/100
muapi-jewelry-product-video
SamurAIGPT/Generative-Media-Skills
Create a luxury jewelry advertisement with high-end commercial cinematography and detailed macro animation.
- 95/100
muapi-keyboard-art-maker
SamurAIGPT/Generative-Media-Skills
Generate artistic top-down photos of keyboard keycaps arranged to spell out custom text messages.
- 95/100
muapi-logo-branding
SamurAIGPT/Generative-Media-Skills
Design a professional logo with full branding package — primary logo, variations (dark/light/icon-only), color palette, and real-world application mockups.
- 100/100
muapi-logo-creator
SamurAIGPT/Generative-Media-Skills
Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai
- 95/100
muapi-logo-generator
SamurAIGPT/Generative-Media-Skills
Quickly generate a single polished logo for any brand — fast, focused, single output with clean vector aesthetic and accurate brand name text.
- 100/100
muapi-media-editing
SamurAIGPT/Generative-Media-Skills
Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more
- 100/100
muapi-media-generation
SamurAIGPT/Generative-Media-Skills
Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5
- 95/100
muapi-multi-angle-reshoot
SamurAIGPT/Generative-Media-Skills
Re-render a subject or scene from multiple dramatic camera angles, such as fish-eye, bird's-eye, low-angle, and macro, while maintaining consistent identity and detail.
- 95/100
muapi-multi-angle-shots
SamurAIGPT/Generative-Media-Skills
Generate a complete set of multi-angle product shots — front, side, back, top-down, and 45-degree perspective — for comprehensive product visualization.
- 95/100
muapi-music-video
SamurAIGPT/Generative-Media-Skills
Build a short music video from a song theme — N keyframes, animate each, generate matching music.
- 100/100
muapi-nano-banana
SamurAIGPT/Generative-Media-Skills
Reasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting
- 95/100
muapi-one-shot-video
SamurAIGPT/Generative-Media-Skills
Generate a single continuous cinematic shot video — no cuts, one seamless flowing scene with dramatic lighting and motion.
- 100/100
muapi-photo-pack-generator
SamurAIGPT/Generative-Media-Skills
Generate a pack of professional or aesthetic photos from a single reference image while preserving the exact identity of the person.
- 100/100
muapi-platform
SamurAIGPT/Generative-Media-Skills
Setup and utility scripts for muapi.ai — configure API keys, test connectivity, and poll for async generation results
- 95/100
muapi-product-ad-cinematic
SamurAIGPT/Generative-Media-Skills
Cinematic 5–10s product ad from a product photo + brand brief.
- 95/100
muapi-product-campaign
SamurAIGPT/Generative-Media-Skills
Generate a full multi-channel product campaign — hero visuals, social media assets, short ad video, and platform-specific crops for an end-to-end launch campaign.
- 95/100
muapi-product-showcase-video
SamurAIGPT/Generative-Media-Skills
Create a dynamic product showcase with explosive ingredient arrangements, followed by a realistic motion animation.
- 95/100
muapi-product-video-ad-maker
SamurAIGPT/Generative-Media-Skills
Create a high-end cinematic product video advertisement starting from a simple product photo.
- 95/100
muapi-rednote-cover
SamurAIGPT/Generative-Media-Skills
Create a Xiaohongshu (RedNote/小红书) style cover image — vibrant, lifestyle-focused, with aesthetic typography overlay suitable for the Chinese social platform.
- 100/100
muapi-seedance-2
SamurAIGPT/Generative-Media-Skills
Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.
- 95/100
muapi-selfie-with-celebrities
SamurAIGPT/Generative-Media-Skills
Generate a realistic behind-the-scenes selfie of the user with a celebrity or main actor from a specific movie, followed by an option to generate a cinematic long-take video connecting multiple selfies.
- 100/100
muapi-social-media-video
SamurAIGPT/Generative-Media-Skills
Brand-aware social media video creator. Reads brand-identity.md, ICP.md, and messaging.md to write a post/storyboard, craft an optimized Seedance 2.0 Director prompt, generate reference frames with the best available image model, and produce platform-ready video.
- 95/100
muapi-social-pack
SamurAIGPT/Generative-Media-Skills
Re-render a hero image into Instagram, TikTok, YouTube-shorts and Twitter/X aspect ratios.
- 95/100
muapi-storyboard
SamurAIGPT/Generative-Media-Skills
Generate N keyframes for a short story or scene sequence (image only, no video).
- 95/100
muapi-storyboard-to-cooking-video
SamurAIGPT/Generative-Media-Skills
Turn a single photo of a person into a 15-second cinematic pasta-making (or other cuisine) tutorial video. First builds a composite reference sheet (character + kitchen + 9-step action board), then animates the full cooking sequence with audio in a single continuous shot.
- 95/100
muapi-talking-baby-video
SamurAIGPT/Generative-Media-Skills
Create a viral-style video of a talking baby with custom costumes and scripts.
- 95/100
muapi-ugc-ads-workflow
SamurAIGPT/Generative-Media-Skills
Create a User-Generated Content (UGC) video ad by combining a human selfie and a product image, then generating a video script and an animated ad.
- 95/100
muapi-ugc-lifestyle-try-on
SamurAIGPT/Generative-Media-Skills
Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery.
- 95/100
muapi-ugc-video-factory
SamurAIGPT/Generative-Media-Skills
Turn a person photo + a product photo + an optional script into a vertical 9:16 UGC-style video ad. Generates a lifestyle hero image (Nano-Banana Pro Edit), then animates it with native audio using Seedance 2.0 VIP image-to-video.
- 100/100
muapi-ui-design
SamurAIGPT/Generative-Media-Skills
Generate high-fidelity UI/UX mockups for mobile and web apps using Atomic Design principles — creates wireframes and design systems via muapi.ai
- 95/100
muapi-url-to-design
SamurAIGPT/Generative-Media-Skills
Analyze a website URL and generate a redesigned, improved UI — recreate the visual design with modern aesthetics, better hierarchy, and fresh brand direction.
- 100/100
muapi-workflow
SamurAIGPT/Generative-Media-Skills
Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.
- 100/100
muapi-youtube-shorts
SamurAIGPT/Generative-Media-Skills
Auto-generate viral 9:16 YouTube Shorts (or TikTok / Reels clips) from a long-form video. Thin platform-aware wrapper around the AI Clipping skill — picks sensible defaults for short-form social platforms (9:16, 30–60s sweet spot) and delegates the actual highlight extraction + crop to muapi.ai's `/ai-clipping` endpoint.
- 95/100
muapi-youtube-thumbnail
SamurAIGPT/Generative-Media-Skills
Design a high-CTR YouTube thumbnail — striking imagery, bold text placement, and emotional face/subject if needed.
- 100/100
muendliche-verhandlung-vgh-strategie
Klotzkette/claude-fuer-deutsches-recht
Vorbereitung und Durchfuehrung der muendlichen Verhandlung im Normenkontrollverfahren vor BayVGH oder OVG. Vorbereitung Schriftsatz Anlagen Beweisantraege Zeugenvorbereitung Sachverstaendigen. Aufbau Plaedoyer Einleitung Sachverhalt Rechtsausfuehrungen Antraege. Verhandlungsfuehrung Senat Aktenkenntnis Senatsvorsitzender Berichterstatter. Beweisantraege schriftlich vorbereiten Ortsbesichtigung Augenscheinseinnahme. Hilfsantraege Teilunwirksamkeit. Wirkungsausspruch Plan-Unwirksamkeit als Ausschluss-Erklaerung. Kostenentscheidung Streitwertfestsetzung Belehrung ueber Rechtsmittel. Revision Paragraf 132 VwGO nur bei grundsaetzlicher Bedeutung oder Abweichung. Vorbereitung Mandantin auf den Verhandlungstermin Begleitung Anwesenheitspflicht.
- 100/100
multi-advisor
diegosouzapw/awesome-omni-skills
MULTI-ADVISOR: Board de Especialistas em Paralelo workflow skill. Use this skill when the user needs Conselho de especialistas \u2014 consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agentes tecnicos simultaneamente, cada um pela sua otica unica, e consolida em sintese decisoria final and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-advisor-v2
diegosouzapw/awesome-omni-skills
MULTI-ADVISOR: Board de Especialistas em Paralelo workflow skill. Use this skill when the user needs Conselho de especialistas \u2014 consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agentes tecnicos simultaneamente, cada um pela sua otica unica, e consolida em sintese decisoria final and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-agent-architect
diegosouzapw/awesome-omni-skills
Multi-Agent Architect & Updater Skill workflow skill. Use this skill when the user needs Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-agent-architect-v2
diegosouzapw/awesome-omni-skills
Multi-Agent Architect & Updater Skill workflow skill. Use this skill when the user needs Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workflows and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-agent-architecture
aAAaqwq/AGI-Super-Team
多 Agent 架构设计与智能 Spawn 系统。当需要设计多 Agent 系统、配置专业化 Agent、实现智能任务分发、或优化并发处理能力时使用此技能。
- 100/100
multi-agent-brainstorming
benjaminasterA/antigravity-awesome-skills
Transform a single-agent design into a **robust, review-validated design** by simulating a formal peer-review process using multiple constrained agents.
- 100/100
multi-agent-brainstorming-v2
diegosouzapw/awesome-omni-skills
Multi-Agent Brainstorming (Structured Design Review) workflow skill. Use this skill when the user needs Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 80/100
multi-agent-client-onboarding
OneWave-AI/claude-skills
Uses Agent SDK to deploy 3 parallel agents for client onboarding -- workflow auditor, tech stack mapper, and strategy drafter. Real consulting workflow that produces a complete client assessment.
- 100/100
multi-agent-e2e-validation
terrylica/cc-skills
Multi-agent parallel E2E validation for database refactors. TRIGGERS - E2E validation, schema migration testing, database refactor validation.
- 100/100
multi-agent-estimation
datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction
Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.
- 100/100
multi-agent-patterns
guanyang/antigravity-skills
This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple agents are justified.
- 100/100
multi-agent-patterns-v2
diegosouzapw/awesome-omni-skills
Multi-Agent Architecture Patterns workflow skill. Use this skill when the user needs This skill should be used when the user asks to \"design multi-agent system\", \"implement supervisor pattern\", \"create swarm architecture\", \"coordinate multiple agents\", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-agent-performance-profiling
terrylica/cc-skills
Multi-agent performance profiling for pipeline bottlenecks. TRIGGERS - performance profiling, bottleneck analysis, pipeline optimization.
- 100/100
multi-agent-task-orchestrator
diegosouzapw/awesome-omni-skills
Multi-Agent Task Orchestrator workflow skill. Use this skill when the user needs Route tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoring and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-agent-task-orchestrator-v2
diegosouzapw/awesome-omni-skills
Multi-Agent Task Orchestrator workflow skill. Use this skill when the user needs Route tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoring and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-cloud-architecture
wshobson/agents
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
- 100/100
multi-cloud-architecture
benjaminasterA/antigravity-awesome-skills
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
- 100/100
multi-cloud-architecture-v2
diegosouzapw/awesome-omni-skills
Multi-Cloud Architecture workflow skill. Use this skill when the user needs Decision framework and patterns for architecting applications across AWS, Azure, and GCP and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
multi-criteria-ranking
yogsoth-ai/de-anthropocentric-research-engine
Strategy: 多维度加权评分排序——将 gap 分解为独立子问题后重组为优先级列表
- 100/100
multi-criteria-scoring
yogsoth-ai/de-anthropocentric-research-engine
Score gaps on multiple dimensions (importance, feasibility, novelty, urgency, impact) using weighted multi-criteria decision analysis.
- 100/100
multi-database-literature-collector
aipoch/medical-research-skills
Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool. Always use this skill when a user wants cross-database literature collection, search strategy construction, candidate paper aggregation, or first-pass evidence organization before deduplication, screening, layered reading, or review planning. Requires real and verifiable literature records only. Every formal literature item must include a real link and DOI when available; never fabricate citations, titles, authors, years, journals, abstracts, PMIDs, or DOIs. If a DOI is unavailable or cannot be verified, state that explicitly rather than inventing one.
- 100/100
multi-dimensional-readiness-scan
yogsoth-ai/de-anthropocentric-research-engine
Assess readiness across multiple dimensions, synthesize into radar visualization, and identify bottleneck dimensions.
- 100/100
multi-domain-brand-seo
kostja94/marketing-skills
When the user wants to optimize brand search for a company with multiple domains (e.g. parent company.com vs product.ai). Ensure the parent/company domain ranks first for brand queries. Also use when the user mentions "brand search," "multi-domain SEO," "company domain first," "parent vs product domain," "hub-spoke domain," "brand SERP control," or "differentiate company and product domains." For domain structure, use domain-architecture.
- 100/100
multi-factor
HKUDS/Vibe-Trading
Multi-factor cross-sectional stock ranking. Combines factor standardization, equal-weight or IC-weighted scoring, and TopN portfolio construction. Suitable for multi-instrument portfolio strategies.
- 100/100
multi-judge-aggregation
yogsoth-ai/de-anthropocentric-research-engine
Collect independent rankings from multiple judges, aggregate using social choice methods, and identify disagreement hotspots.
- 100/100
multi-layer-network
wgpsec/AboutSecurity
多层网络渗透与隧道搭建。当需要从 DMZ 跳转到内网、跨网段渗透、或目标在多层防火墙/网络分区后面时使用。覆盖代理搭建(frp/chisel/SSH)、多跳隧道链、端口转发、SOCKS 代理。从边界突破到域控的完整多层攻击路径
- 100/100
multi-level-bisociation
yogsoth-ai/de-anthropocentric-research-engine
Simultaneous concept collision at multiple abstraction levels
- 100/100
multi-method-triangulation
yogsoth-ai/de-anthropocentric-research-engine
Apply 2-3 MCDA methods to the same candidates, compare rankings, and identify method-sensitive options.
- 100/100
multi-model-convergence
yogsoth-ai/de-anthropocentric-research-engine
Wimsatt-style multi-method cross-validation — enumerate assumptions, generate alternative models, compare results, flag divergences.
- 100/100
multi-node-slurm
NVIDIA-NeMo/Megatron-Bridge
Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run torch.distributed approaches, container setup, NCCL timeouts, OOM sizing for MoE models, and interactive allocation.
- 100/100
multi-omics-clinical-integration-planner
aipoch/medical-research-skills
Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a study that combines clinical variables with transcriptomics, proteomics, metabolomics, epigenomics, or related omics layers for mechanism interpretation, biomarker development, risk stratification, treatment-response analysis, or translational use. It should define the clinical use case, alignment across data layers, feature-reduction and fusion logic, modeling route, mechanism-interpretation layer, validation ladder, and four workload configurations (Lite / Standard / Advanced / Publication+). Never fabricate datasets, accession numbers, sample counts, metadata completeness, platform coverage, literature references, PMIDs, DOIs, or validation status. Always include the mandatory Dataset Disclaimer immediately before any workflow section that mentions datasets or public resources.
- 100/100
multi-omics-data-harmonization
swaruplab/operon
Preprocessing and harmonization of multi-omics data before integration. Covers normalization, batch correction, feature alignment, and missing value handling across data types. Use when preparing multi-omics datasets for integration analysis.
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