Security pattern for implementing rate limiting and throttling. Use when protecting against brute-force attacks, DoS/DDoS mitigation, preventing resource exhaustion, or limiting API abuse. Addresses "Entity absorbs excessive resources" problem.

Query LinkedIn — profile, connections, posts, and organization pages via the REST API.

Run linting and code quality checks on Ruby and ERB files. Use before pushing to origin.

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in SwiftUI UI, refactor to Liquid Glass, or review Liquid Glass usage.

List saved SourceAtlas analysis results

List open windows with app names, titles, and window IDs for targeted capture.

Read the latest real-time transcription. Use when user asks to see, read, or show a transcription that was captured via live-transcribe. Triggers on: 'תקריא תמלול', 'מה תמללתי', 'התמלול האחרון', 'show transcription', 'what did I say', 'read the transcript', 'מה נכתב בתמלול', 'תראה לי את התמלול'. Also use when user references transcription content without being explicit — e.g. 'summarize what I said', 'translate the transcription'.

Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation

LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization

Load all open issues from GitHub and save them as markdown files

Creates comprehensive load test plans with realistic scenarios, traffic models, k6 scripts, and success criteria. Use for "load testing", "performance testing", "capacity validation", or "stress testing".

Search the web privately via a self-hosted SearXNG metasearch engine.

Local speech-to-text using OpenAI Whisper. Runs fully offline after model download. High quality transcription with multiple model sizes.

Security anti-pattern for log injection vulnerabilities (CWE-117). Use when generating or reviewing code that writes to log files, handles logging of user input, or processes log data. Detects unsanitized data in log messages enabling log forging and CRLF injection.

Add, fix, or update logging in project code

Log decisions, progress, deviations, and discoveries during any workflow phase

Manage long-running agent sessions. Use for tracking progress in extended tasks, maintaining context across long sessions, and managing multi-step workflows.

Iterative do-verify-reflect loop until verify skill PASSes or max-iter exhausted. Backs /shannon:loop.

Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.

Customizes and extends Magento's default Luma theme. Use when working with Luma theme, LESS preprocessing, RequireJS modules, KnockoutJS components, or traditional Magento frontend architecture. Masters LESS variables, RequireJS configuration, and responsive design.

Advanced PHP development for Magento 2 following PSR-12 and Magento coding standards. Use when writing PHP code, implementing business logic, or ensuring code quality. Masters modern PHP features, object-oriented programming, design patterns, and Magento-specific PHP practices.

Manage Mailchimp — lists, campaigns, subscribers, and templates via the Marketing API.

Audit and maintain project rules in .cursor/rules/. Use when auditing project rules, checking prefix convention, syncing doc/rules.md, or when the user asks about .cursor/rules or prefix convention.

Discover, list, create, edit, toggle, copy, move, and delete AI agent skills across 11 tools (Cursor, Claude, Agents, Windsurf, Copilot, Codex, Cline, Aider, Continue, Roo Code, Augment)

Manages Git workflows including branching, commits, and pull requests. Use when working with Git, creating commits, opening PRs, managing branches, resolving conflicts, or when asked about version control best practices.

Enrich auto-generated .cartographer/ maps with full descriptions from source files.

Patterns for DeFi market analysis, screening, and comparison using DefiLlama MCP tools. Covers valuation ratios (P/S, P/F), growth screening with pct_change columns, multi-metric protocol comparison, category comparison, and cross-entity analysis. Use when users ask to compare protocols, screen for undervalued projects, analyze growth trends, or do sector analysis.

Ingest and normalize market data into OHLCV vectors with HNSW indexing

This skill enables Claude to conduct comprehensive market research, including customer interviews, competitor analysis, and social media listening. Use it to understand customer needs, identify market gaps, and inform marketing strategy.

Assess current market conditions. Use when: checking economic indicators, cultural moments, or competitive activity.

Use this skill when setting up marketing automation in HubSpot, Marketo, email sequences, lead scoring, and workflows.

Diagnose and improve marketplace liquidity with segment-level bottleneck analysis and experiments.

Audit the martech stack. Use when: evaluating marketing tools, recommending consolidation, or choosing between platforms.

Learn how to seamlessly integrate Material Design 3's styling into your Material Design 2 components using CSS variable overrides.

Guide for implementing Material Design 3 (Material You). Use when designing Android apps, implementing dynamic theming, or following Material component patterns.

Use browser automation MCP (Playwright/Browser/Browser-Use) to validate UI flows, capture screenshots, and reproduce issues. Use when visual verification or web flow testing is needed.

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).

Use GitHub MCP for issue/PR context, diffs, reviews, and automations. Use when the task references PR/issue numbers, review requests, or requires repo metadata beyond local git.

Query dashboards/logs/alerts to support incident analysis and regressions. Use when troubleshooting involves observability, incidents, latency, error rates.

Use Postman MCP to inspect/maintain collections, environments, and API workflows; generate or validate requests and tests. Use when API verification or collections are the source of truth.

Combine Shrimp task tracking with execution loops (plan → execute → verify → update status). Use for multi-step deliveries where progress tracking matters.

List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.

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# Mean Reversion Detector Skill

This skill transforms Claude into a media planning and buying specialist. Use it to create data-driven, cross-channel media plans that maximize ROI. Triggers: media plan, buying strategy, ad campaign, ROI.

Vern the Mediocre - missed his alarm, throwing down code fast. Uses Sonnet, watches token consumption.

Analyze meeting transcripts to extract decisions, action items, blockers, sentiment, and generate follow-up emails. Use when user provides meeting notes, transcripts, or recordings and needs structured summaries or action tracking.

# Membership Engagement

Extract a learned pattern from session and save to memory. Cross-link with [[name]] to related memories.

Maintains concise repository MEMORY.md notes for gotchas, stale memory corrections, and durable user preferences. Use at the start of repository conversations, when the user mentions MEMORY.md, when an error should be remembered to avoid repeating it, or when MEMORY.md content may be wrong.

Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph.

Intelligently merge branches with context-aware conflict resolution

Intelligently merge branches with context-aware conflict resolution

Commit, rebase, and merge the current branch.

# Metrics and Analytics

Semantic code search using mgrep for efficient codebase exploration. This skill should be used when searching or exploring codebases with more than 30 non-gitignored files and/or nested directory structures. It provides natural language semantic search that complements traditional grep/ripgrep for finding features, understanding intent, and exploring unfamiliar code.

Create a new sequentially numbered database migration with up/down SQL files

Migrate heres-the-thing data between versions. Stub for future migration support.

Apply Supabase migrations through a guarded, script-backed workflow with rollback notes and verification.

Migrates existing Xcode projects to Tuist generated workspaces with build and run validation, external dependency mapping, and migration checklists. Use when adopting Tuist for an existing app or converting a hand-edited Xcode project to generated projects.

Execute end-to-end migrations and consolidate docs/scripts (remove dead files, keep canonical runbooks). Use when changing runtime model, reorganizing repo, or doing “repo cleanup”.

Transcribe therapy session recordings to formatted text. Converts audio to clean, speaker-labeled transcripts (Me/Therapist format) with grammar correction and English translation. Use when processing therapy recordings, session audio, or any two-person conversation recording.

Model selection guidelines, feature engineering techniques, hyperparameter tuning strategies, evaluation metrics, and common ML frameworks

Model deployment strategies, monitoring and drift detection, CI/CD for ML models, feature store concepts, and model versioning

Mobile development patterns for React Native and Flutter including navigation, state management, and responsive design

Use when creating, revising, or reviewing C4 architecture diagrams from a real codebase, especially when deciding system, container, and component boundaries or writing Structurizr DSL.

Assist with Mojolicious web framework development using documentation search, browsing, and testing requests without starting a server.

Query MongoDB Atlas — collections, documents, and aggregations via the Data API.

Generate artistic top-down photos of keyboard keycaps arranged to spell out custom text messages.

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 leveraging best-of-breed services from multiple providers.

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 leveraging best-of-breed services from multiple providers.

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 leveraging best-of-breed services from multiple providers.

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".

Use PROACTIVELY when checking if tests catch real bugs, assessing test suite quality, finding weak tests, or measuring mutation score. Validates test effectiveness beyond coverage metrics by introducing code mutations. Supports Stryker (JS/TS), PIT (Java), mutmut (Python). Not for projects without existing test suites.

Security anti-pattern for mutation XSS (mXSS) vulnerabilities (CWE-79 variant). Use when generating or reviewing code that sanitizes HTML content, handles user-provided markup, or processes rich text. Detects sanitizer bypass through browser parsing mutations.

Use the local mymind CLI to initialize auth, refresh bookmark cache from access.mymind.com/cards, search bookmarks by text or regex, query tags, and shape JSON output with jq. Trigger when a user mentions "mymind", asks to find bookmarks, list tag counts, troubleshoot mymind CLI fetch errors (including CloudFront 403), or operate local cache/config files in ~/.mymind.

MySQL database patterns for query optimization, schema design, indexing, and security. Quick reference for common patterns.

What tokens are whales dollar-cost averaging into? Jupiter DCA strategies by smart money and target token fundamentals.

What DeFi positions does a wallet hold? Protocol-by-protocol breakdown of assets, debts, and rewards across chains.

Is smart money exiting a token I hold? Net flow direction, seller breakdown by label, and recent SM trades.

What are crypto funds and VCs holding right now? Cross-chain fund portfolios and net accumulation signals.

Search for tokens or entities by name. Use when you have a token name and need the full address, or want to find an entity.

Is this token held by quality wallets or retail noise? SM holder ratio, flow breakdown by label, and recent buyer quality.

What is the state of the Hyperliquid perp market? Top contracts by volume/OI, trader leaderboard, and SM perp activity.

Deep dive on a Hyperliquid perp trader. Identity, open positions, recent trades, and overall PnL.

How has a wallet's portfolio changed over time? Historical balances, current snapshot, and per-token PnL.

What tokens is smart money accumulating before they pump? Token screener with SM filter cross-referenced against netflow.

Where is this token moving and why? Large transfers, flow trends over time, and breakdown by wallet label.

Quick light sleep cycle on a specific skill — N1 drift scan + N2 spindle triage only, no deep analysis or dreaming. Use when user says 'nap on [skill]'.

Diagnose a codebase through its git history before reading any code. Surfaces churn hotspots, bus factor risks, bug clusters, velocity trends, and firefighting patterns. Only invoked directly via /navvy — does not auto-trigger.

Network flow extractor that analyzes pcap/pcapng files to identify outbound connections with automatic DNS hostname resolution. Use when you need to enumerate network destinations, identify what hosts a device communicates with, or map IP addresses to hostnames from packet captures.

Guide for controlling caching on Netlify's CDN. Use when configuring cache headers, setting up stale-while-revalidate, implementing on-demand cache purge, or understanding Netlify's CDN caching behavior. Covers Cache-Control, Netlify-CDN-Cache-Control, cache tags, durable cache, and framework-specific caching patterns.

Guide for using the Netlify CLI and deploying sites. Use when installing the CLI, linking sites, deploying (Git-based or manual), managing environment variables, or running local development. Covers netlify dev, netlify deploy, Git vs non-Git workflows, and environment variable management.

Reference for netlify.toml configuration. Use when configuring build settings, redirects, rewrites, headers, deploy contexts, environment variables, or any site-level configuration. Covers the complete netlify.toml syntax including redirects with splats/conditions, headers, deploy contexts, functions config, and edge functions config.

Query NetSuite ERP — records, saved searches, and SuiteQL via the REST API.

Scaffold a new project from a template using vibe-generate. Use when the user wants to create a new project.