Skill Catalog
Browse 5,478 curated AI agent skills. No account needed.
Loom
Designing a project's operating layer — the blueprint of which project-local skills, repo-tailored recipes (task playbooks), and skill-and-agent orchestration workflows a repository needs, designed together as a coherent system. Analyzes the repo, designs the layer, then delegates skill-body authoring to Sigil and runtime routing to Nexus. Use when a repository needs a coordinated set of project agents, recipes, and orchestration workflows designed together. Don't use for authoring a single skill body (Sigil), runtime request orchestration (Nexus), autonomous loop runners (Orbit), application or business-process workflows and code-level state machines (Weave), or ecosystem-wide global agents (Architect).
by simota/agent-skills / loom
Lore
Curating cross-agent knowledge and guarding institutional memory. Extracts patterns from agent journals into METAPATTERNS.md, detects knowledge decay, propagates best practices, prevents organizational forgetting. Use when consolidating cross-agent insights, curating memory, or auditing knowledge decay.
by simota/agent-skills / lore
LQF_Machine_Learning_Expert_Guide
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression, clustering, deep learning, neural network, model evaluation, feature engineering, hyperparameter tuning, overfitting, underfitting, baseline, ablation study, critique my approach, review my model, is this a good idea, should I use, what's wrong with, evaluate my solution, challenge my assumptions, discuss my approach Engages in critical discussion with minimum 3 rounds of iterative refinement. Challenges both user proposals and own suggestions with fact-based critique. Demands evidence and baselines before accepting solutions.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/LQF_Machine_Learning_Expert_Guide
Lsp Setup
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the right server, and generates the JSON configuration (user-level or repo-level). Use when you need deeper code understanding and no LSP server is configured, or when the user asks to set up, install, or configure an LSP server.
by github/awesome-copilot / skills/lsp-setup
LWC Development
Guidelines and best practices for developing Lightning Web Components (LWC) on Salesforce Platform.
by github/awesome-copilot / instructions/lwc.instructions.md
Lyric Refiner
Autonomous multi-pass lyric refinement for tightening, cohesion, and album unity. Use after lyrics are written to polish a track or entire album through iterative passes.
by bitwize-music-studio/claude-ai-music-skills / skills/lyric-refiner
Lyric Reviewer
Reviews lyrics against a quality checklist before Suno generation. Use before generating tracks to catch rhyme, prosody, pronunciation, and structural issues.
by bitwize-music-studio/claude-ai-music-skills / skills/lyric-reviewer
Lyric Writer Agent
Writes or reviews lyrics with professional prosody, rhyme craft, and quality checks. Use when writing new lyrics, revising existing lyrics, or when the user says 'let's work on a track.'
by bitwize-music-studio/claude-ai-music-skills / skills/lyric-writer
macOS Cleaner
Analyze and reclaim macOS disk space through intelligent cleanup recommendations. This skill should be used when users report disk space issues, need to clean up their Mac, or want to understand what's consuming storage. Focus on safe, interactive analysis with user confirmation before any deletions.
by daymade/claude-code-skills / macos-cleaner
Macos Cleaner Skill
Macos Cleaner Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.
by julianobarbosa/claude-code-skills / skills/macos-cleaner-skill
macOS Computer Use
Drive the macOS desktop in the background — screenshots, mouse, keyboard, scroll, drag — without stealing the user's cursor, keyboard focus, or Space. Works with any tool-capable model. Load this skill whenever the `computer_use` tool is available.
by NousResearch/hermes-agent / skills/apple/macos-computer-use
macOS Design Guidelines
Apple Human Interface Guidelines for Mac. Use when building macOS apps with SwiftUI or AppKit, implementing menu bars, toolbars, window management, or keyboard shortcuts. Triggers on tasks involving Mac UI, desktop apps, or Mac Catalyst.
by ehmo/platform-design-skills / skills/macos
macOS Setup
macOS development environment setup wizard. Interactive Q&A to collect preferences, auto-detect installed software, generate customized installation plan. Supports presets: fullstack, frontend, backend, data, devops. Triggers: /new-macos-setup, macos setup, dev environment, new mac
by julianobarbosa/claude-code-skills / skills/macos-setup
Macos Setup Skill
Macos Setup Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.
by julianobarbosa/claude-code-skills / skills/macos-setup-skill
Macro Regime Detector
Detect structural macro regime transitions (1-2 year horizon) using cross-asset ratio analysis. Analyze RSP/SPY concentration, yield curve, credit conditions, size factor, equity-bond relationship, and sector rotation to identify regime shifts between Concentration, Broadening, Contraction, Inflationary, and Transitional states. Run when user asks about macro regime, market regime change, structural rotation, or long-term market positioning.
by tradermonty/claude-trading-skills / skills/macro-regime-detector
Maggy Skill
Maggy is a local AI engineering command center. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.
by alinaqi/maggy / skills/maggy
Magi
Deliberating decisions via multi-perspective lenses (Logos/Pathos/Sophia) for architecture arbitration, trade-offs, Go/No-Go, and strategic decisions. Does not write code. Don't use for architecture (Atlas), requirements (Accord), code comparison (Arena), or implementation (Builder).
by simota/agent-skills / magi
Mailchimp Automation
Automate Mailchimp email marketing campaigns, audience management, automations, and analytics
by claude-office-skills/skills / mailchimp-automation
Mailcoach Automation via Rube MCP
Automate Mailcoach tasks via Rube MCP (Composio). Always search tools first for current schemas.
by ComposioHQ/awesome-claude-skills / composio-skills/mailcoach-automation
MailerLite Automation
Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio
by ComposioHQ/awesome-claude-skills / composio-skills/mailerlite-automation
Mails So Automation via Rube MCP
Automate Mails So tasks via Rube MCP (Composio). Always search tools first for current schemas.
by ComposioHQ/awesome-claude-skills / composio-skills/mails-so-automation
Makefile Development Instructions
Best practices for authoring GNU Make Makefiles
by github/awesome-copilot / instructions/makefile.instructions.md
Make Repo Contribution
All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search must be done to ensure the right steps are followed. Whenever asked to create an issue, commit messages, to push code, or create a PR, use this skill so everything is done correctly.
by github/awesome-copilot / skills/make-repo-contribution
Make Skill Template
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.
by github/awesome-copilot / skills/make-skill-template
Mamba Architecture
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace.
by Orchestra-Research/AI-Research-SKILLs / 01-model-architecture/mamba
Manage Pantry
Track kitchen inventory, find expiring items, and discover recipes you can make now
by cooklang/cooklang-skills / skills/manage-pantry
Managing Cloud Identity With Okta
This skill covers implementing Okta as a centralized identity provider for cloud environments, configuring SSO integration with AWS, Azure, and GCP, deploying phishing- resistant MFA with Okta FastPass, managing lifecycle automation for user provisioning and deprovisioning, and enforcing adaptive access policies based on device posture and risk signals.
by mukul975/Anthropic-Cybersecurity-Skills / skills/managing-cloud-identity-with-okta
Managing Infra
Infrastructure patterns for Kubernetes, Terraform, Helm, Kustomize, and GitHub Actions. Use when making K8s architectural decisions, choosing between Helm vs Kustomize, structuring Terraform modules, writing CI/CD workflows, or applying security best practices.
by julianobarbosa/claude-code-skills / skills/managing-infra
Managing Infra Skill
Managing Infra Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.
by julianobarbosa/claude-code-skills / skills/managing-infra-skill
Managing Intelligence Lifecycle
Manages the end-to-end cyber threat intelligence lifecycle from planning and direction through collection, processing, analysis, dissemination, and feedback to ensure intelligence products meet stakeholder requirements and continuously improve. Use when establishing or maturing a CTI program, defining intelligence requirements with business stakeholders, or building feedback loops between intelligence consumers and producers. Activates for requests involving CTI program maturity, intelligence requirements, PIRs, or intelligence lifecycle management.
by mukul975/Anthropic-Cybersecurity-Skills / skills/managing-intelligence-lifecycle
Manifest Schema Reference
Complete manifest schema reference for PCF components with all available XML elements
by github/awesome-copilot / instructions/pcf-manifest-schema.instructions.md
Manim Video
Manim CE animations: 3Blue1Brown math/algo videos.
by NousResearch/hermes-agent / skills/creative/manim-video
Manus
Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.
by sanjay3290/ai-skills / skills/manus
Manuscript As Code
Treat manuscripts as software: version control, reproducible builds, figure pipelines, CI, and structured repo layout. Helps teams avoid 'final_v7' chaos and ensures submission-ready artifacts.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/manuscript-as-code
Ma Playbook
M&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure. Use when evaluating acquisitions, preparing for acquisition, M&A due diligence, integration planning, or deal negotiation.
by alirezarezvani/claude-skills / c-level-advisor/skills/ma-playbook
Mapping Mitre Attack Techniques
Maps observed adversary behaviors, security alerts, and detection rules to MITRE ATT&CK techniques and sub-techniques to quantify detection coverage and guide control prioritization. Use when building an ATT&CK-based coverage heatmap, tagging SIEM alerts with technique IDs, aligning security controls to adversary playbooks, or reporting threat exposure to executives. Activates for requests involving ATT&CK Navigator, Sigma rules, MITRE D3FEND, or coverage gap analysis.
by mukul975/Anthropic-Cybersecurity-Skills / skills/mapping-mitre-attack-techniques
Maps
Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.
by NousResearch/hermes-agent / skills/productivity/maps
Markdown A11y Assistant
Interactive markdown accessibility audit wizard. Runs a guided, step-by-step WCAG audit of markdown documentation. Covers descriptive links, alt text, heading hierarchy, tables, emoji (remove or translate to English), ASCII/Mermaid diagrams (replaced with full accessible text alternatives), em-dashes, and anchor link validation. Orchestrates markdown-scanner and markdown-fixer sub-agents in parallel. Produces a MARKDOWN-ACCESSIBILITY-AUDIT.md report with severity scores and remediation tracking. For web UI accessibility use web-accessibility-wizard. For Office/PDF documents use document-accessibility-wizard.
by Community-Access/accessibility-agents / codex-skills/markdown-a11y-assistant
Markdown Accessibility Assistant
Improves the accessibility of markdown files using five GitHub best practices
by github/awesome-copilot / agents/markdown-accessibility-assistant.agent.md
Markdown Accessibility Review Guidelines
Markdown accessibility guidelines based on GitHub's 5 best practices for inclusive documentation
by github/awesome-copilot / instructions/markdown-accessibility.instructions.md
Markdown and Mermaid Writing
Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates.
by K-Dense-AI/scientific-agent-skills / scientific-skills/markdown-mermaid-writing
Markdown Content Rules
Markdown guidelines and content creation standards for blog posts
by github/awesome-copilot / instructions/markdown-content-creation.instructions.md
Markdown CSV Reporter
Internal helper agent. Invoked by orchestrator agents via Task tool. Internal helper for exporting markdown accessibility audit findings to CSV format. Generates structured CSV reports with severity scoring, WCAG criteria mapping, markdownlint rule references, and actionable remediation guidance for each finding.
by Community-Access/accessibility-agents / codex-skills/markdown-csv-reporter
Markdown Fixer
Internal helper agent. Invoked by orchestrator agents via Task tool. Internal helper for applying accessibility fixes to markdown files. Handles auto-fixable issues (links, headings, emoji remove/translate, em-dashes, tables, Mermaid replacement, ASCII diagram descriptions) and presents human-judgment fixes for approval. Invoked by markdown-a11y-assistant via the Task tool - not user-invokable directly.
by Community-Access/accessibility-agents / codex-skills/markdown-fixer
Markdown Mermaid Writing
Comprehensive markdown and Mermaid diagram writing skill that establishes text-based diagrams as the DEFAULT documentation standard. Use this skill when creating ANY scientific document, report, analysis, or visualization — it ensures all outputs are in version-controlled, token-efficient markdown with embedded Mermaid diagrams as the source of truth, with clear pathways to downstream Python or AI-generated images. Includes full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates ready to use.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/markdown-mermaid-writing
Markdown Mermaid Writing
Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates.
by K-Dense-AI/scientific-agent-skills / skills/markdown-mermaid-writing
Markdown Scanner
Internal helper agent. Invoked by orchestrator agents via Task tool. Internal helper for scanning a single markdown file for accessibility issues across all 9 domains. Returns structured findings with severity, line numbers, suggested fixes, and auto-fix classification. Invoked by markdown-a11y-assistant via the Task tool - not user-invokable directly.
by Community-Access/accessibility-agents / codex-skills/markdown-scanner
Markdown Slides Skill
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by claude-office-skills/skills / md-slides
Markdown to HTML Conversion
Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.
by github/awesome-copilot / skills/markdown-to-html
Market Breadth Analyzer
Quantifies market breadth health using TraderMonty's public CSV data. Generates a 0-100 composite score across 6 components (100 = healthy). No API key required. Use when user asks about market breadth, participation rate, advance-decline health, whether the rally is broad-based, or general market health assessment.
by tradermonty/claude-trading-skills / skills/market-breadth-analyzer
Market Data
Design and manage market data infrastructure — real-time and delayed feeds, Level 1/2/3 depth, consolidated tape vs direct feeds, vendor selection, licensing, and distribution architecture. Use when choosing between real-time and delayed data, evaluating market data vendors like Bloomberg or Refinitiv, designing ticker plants or fan-out architecture, managing exchange data licensing and entitlements, diagnosing stale quotes or missing ticks, deciding between SIP and direct exchange feeds, or assessing Level 2/3 depth-of-book requirements for trading. Trigger on: market data, Level 1/2/3, depth of book, consolidated tape, SIP, direct feed, NBBO, ticker plant, B-PIPE, data license, non-display use, market data entitlements, conflation, tick data, real-time feed.
by JoelLewis/finance_skills / plugins/data-integration/skills/market-data
Market Environment Analysis
Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.
by tradermonty/claude-trading-skills / skills/market-environment-analysis
Marketing Context
Create and maintain the marketing context document that all marketing skills read before starting. Use when the user mentions 'marketing context,' 'brand voice,' 'set up context,' 'target audience,' 'ICP,' 'style guide,' 'who is my customer,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Run this at the start of any new project before using other marketing skills.
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-context
Marketing Demand Acquisition
Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) — adapt benchmarks for other stages and motions rather than skipping the skill.
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-demand-acquisition
Marketing Ideas
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.).
by coreyhaines31/marketingskills / skills/marketing-ideas
Marketing Ideas
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 139 proven marketing approaches organized by category.
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-ideas
Marketing Ideas
Produces the best marketing ideas for your business by analyzing your FOUNDER_CONTEXT and matching it against a curated database of 170+ proven marketing strategies. Use when user needs creative, actionable marketing ideas tailored to their business.
by ognjengt/founder-skills / skills/marketing-ideas
Marketing Ideas
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale. Use when brainstorming marketing campaigns, planning product promotion, or looking for creative marketing tactics.
by phuryn/pm-skills / pm-marketing-growth/skills/marketing-ideas
Marketing Ops
Central router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO, channels, and analytics. Also use when the user mentions 'marketing help,' 'campaign plan,' 'what should I do next,' 'marketing priorities,' or 'coordinate marketing.'
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-ops
Marketing Psychology
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.
by coreyhaines31/marketingskills / skills/marketing-psychology
Marketing Psychology
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-psychology
Marketing Skills Division
42 marketing agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more coding agents. 7 pods: content, SEO, CRO, channels, growth, intelligence, sales. Foundation context + orchestration router. 27 Python tools (stdlib-only).
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-skills
Marketing Strategy Pmm
Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.
by alirezarezvani/claude-skills / marketing-skill/skills/marketing-strategy-pmm
Market Movers
When the user wants to track App Store chart rank changes, find top gainers and losers, detect breakout apps entering the top 100, or identify apps dropping out of charts. Also use when the user mentions "chart movers", "rank changes", "who's rising", "who's falling", "new chart entries", "top gainers", or "market shifts". For broader market overview, see market-pulse. For competitive keyword analysis, see competitor-analysis.
by Eronred/aso-skills / skills/market-movers
Market News Analyst
This skill should be used when analyzing recent market-moving news events and their impact on equity markets and commodities. Use this skill when the user requests analysis of major financial news from the past 10 days, wants to understand market reactions to monetary policy decisions (FOMC, ECB, BOJ), needs assessment of geopolitical events' impact on commodities, or requires comprehensive review of earnings announcements from mega-cap stocks. The skill automatically collects news using WebSearch/WebFetch tools and produces impact-ranked analysis reports. All analysis thinking and output are conducted in English.
by tradermonty/claude-trading-skills / skills/market-news-analyst
Marketplace Dev
Converts any Claude Code skills repository into an official plugin marketplace — generates spec-conforming .claude-plugin/marketplace.json, validates with `claude plugin validate`, tests real installation, and PRs the upstream repo, encoding hard-won schema/version/description anti-patterns. Use when the user mentions marketplace, plugin support, one-click install, marketplace.json, plugin distribution, auto-update, or wants a skills repo installable via `claude plugin install`.
by daymade/claude-code-skills / daymade-claude-code/marketplace-dev
Market Pulse
When the user wants a comprehensive App Store market overview, daily/weekly market briefing, or combined view of chart movements, trending keywords, featured apps, and new releases. Also use when the user mentions "market overview", "what's happening on the App Store", "market briefing", "weekly report", "market trends", or "state of the market". For chart-specific rank changes only, see market-movers. For keyword trends only, see keyword-research.
by Eronred/aso-skills / skills/market-pulse
Market Research Reports
Generate comprehensive market research reports and industry/competitive analysis in the style of top consulting firms. Use for market sizing, competitive landscape, market entry, investment thesis, strategic recommendations, and consulting-style business reports. Do not use for scientific reports, paper writing, LaTeX submission/PDF builds, EDGAR/FRED/Treasury/Data Commons data retrieval, or biomedical literature evidence work.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/market-research-reports
Market Research Reports
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
by K-Dense-AI/scientific-agent-skills / scientific-skills/market-research-reports
Market Segments
Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis. Use when exploring market segments, identifying target audiences, evaluating new markets, or learning how to segment a market.
by phuryn/pm-skills / pm-market-research/skills/market-segments
Market Sizing
Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating addressable market, preparing for investor pitches, or evaluating market entry.
by phuryn/pm-skills / pm-market-research/skills/market-sizing
Market Sizing Analysis
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
by wshobson/agents / plugins/startup-business-analyst/skills/market-sizing-analysis
Market Top Detector
Detects market top probability using O'Neil Distribution Days, Minervini Leading Stock Deterioration, and Monty Defensive Sector Rotation. Generates a 0-100 composite score with risk zone classification. Use when user asks about market top risk, distribution days, defensive rotation, leadership breakdown, or whether to reduce equity exposure. Focuses on 2-8 week tactical timing signals for 10-20% corrections.
by tradermonty/claude-trading-skills / skills/market-top-detector
Markitdown
Guide for using Microsoft MarkItDown - a Python utility for converting files to Markdown. Use when converting PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs, Jupyter notebooks, RSS feeds, or Wikipedia pages to Markdown format. Also use for document processing pipelines, LLM preprocessing, or text extraction tasks.
by julianobarbosa/claude-code-skills / skills/markitdown
MarkItDown - File to Markdown Conversion
Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/markitdown
Markitdown Skill
Markitdown Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.
by julianobarbosa/claude-code-skills / skills/markitdown-skill
Mastering Engineer Agent
Guides audio mastering for streaming platforms including loudness optimization and tonal balance. Use when the user has approved tracks and wants to master audio files.
by bitwize-music-studio/claude-ai-music-skills / skills/mastering-engineer
Matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.
by K-Dense-AI/scientific-agent-skills / skills/matchms
Matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.
by K-Dense-AI/scientific-agent-skills / scientific-skills/matchms
Matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/matchms
Material Properties DB
Query fluid viscosities, densities, and material properties vs temperature
by Soljourner/claude-engineering-skills / skills/databases/material-properties-db
Mathematical Logic Expert
Expert in formal logic, model theory, computability, and foundations of mathematics
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/mathematical-logic-expert
Mathlib Build
Building Mathlib
by leanprover/skills / skills/mathlib-build
Mathlib PR
PR conventions for leanprover-community/mathlib4. Use when creating pull requests, writing commit messages, or managing labels for Mathlib contributions.
by leanprover/skills / skills/mathlib-pr
Mathlib Review
Review guidelines for Mathlib PRs. Use when reviewing pull requests, checking code quality, or assessing whether a PR is ready to merge.
by leanprover/skills / skills/mathlib-review
Math Model Selector
Routes problems to appropriate mathematical frameworks using expert heuristics
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/math-model-selector
Math Tools
Deterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic arithmetic, algebra (simplify, expand, factor, solve equations), calculus (derivatives, integrals, limits, series), linear algebra (matrices, determinants, eigenvalues), trigonometry, number theory (primes, GCD/LCM, factorization), and statistics. Ensures mathematical accuracy by using symbolic computation rather than LLM estimation.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/math-tools
/math - Unified Math Capabilities
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/math
Matlab
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.
by K-Dense-AI/scientific-agent-skills / skills/matlab
Matlab
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/matlab
MATLAB/Octave Scientific Computing
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.
by K-Dense-AI/scientific-agent-skills / scientific-skills/matlab
Matplotlib
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/matplotlib
Matrix
Controlling combinatorial explosion across multi-dimensional axes via universal combinatorial analysis. Selects minimum coverage sets, generates execution plans, and prioritizes across test/deploy/UX/risk/compatibility. No code. Use when scoping multi-axis combinations or selecting minimum-coverage subsets under combinatorial explosion.
by simota/agent-skills / matrix
MAUI Expert
Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices.
by github/awesome-copilot / agents/dotnet-maui.agent.md
MCP-based M365 Copilot Development Guidelines
Best practices for building MCP-based declarative agents and API plugins for Microsoft 365 Copilot with Model Context Protocol integration
by github/awesome-copilot / instructions/mcp-m365-copilot.instructions.md
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
by guanyang/antigravity-skills / skills/mcp-builder
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
by smartnews/claude-skills / mcp-builder
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK).
by microsoft/skills / .github/skills/mcp-builder
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
by snyk/agent-scan / tests/skills/mcp-builder
MCP CLI
Use MCP servers on-demand via the mcp CLI tool - discover tools, resources, and prompts without polluting context with pre-loaded MCP integrations
by obra/superpowers-lab / skills/mcp-cli