Top Agent Skills

Set up pre-commit hooks on a Python project — standard file-hygiene checks plus a security gate (gitleaks secret scanning, Trivy filesystem scan for CVEs/secrets/misconfigs, and Bandit Python SAST). Use this whenever the user wants to add, configure, or fix pre-commit hooks on a Python repo, mentions .pre-commit-config.yaml, wants secret/vulnerability/SAST scanning on commits, or is setting up code-quality guardrails — even if they just say 'add pre-commit hooks' without naming the tools. Especially for uv-based GenAI/LLM backends. Handles the setup gotchas that break first-time installs: the Trivy binary, the required data/html.tpl report template, bandit[toml] + [tool.bandit] config, and the right .gitignore entries.

Generate walkthrough videos from Stitch project screens using Remotion with smooth transitions, zoom effects, and text overlays.

Upgrades Remotion packages, compatible Mediabunny dependencies, and installed Remotion Agent Skills to their latest aligned versions.

Automate video editing and media processing tasks using Shotstack through Composio's Rube MCP integration.

Query Google NotebookLM notebooks using Gemini's source-grounded answers. Automates browser-based authentication, notebook management, and question-answering workflows.

Build a minimum viable product using the minimalist entrepreneur approach: manual first, then processized, then productized.

Create adoption strategies and materials to drive design system usage across teams.

Simulates multi-expert panel discussions by recommending or accepting specified experts, generating parallel dialogues, and providing a judge summary for each round.

Records architectural decisions and documentation to capture the context, constraints, and trade-offs behind codebase choices.

Discover, compare, and research autonomous AI agents, frameworks, and tools using the AgentFolio directory at agentfolio.io.

Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives.

Scans frontend files for common design system violations using grep-based checks.

Provides expert guidance for distributed training with DeepSpeed, covering ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, and sparse attention.

Auto-routes Claude Code subtasks to the cheapest capable model (Haiku/Sonnet/Opus), logs token costs, and A/B tests tiers to validate savings against real workloads.

Guides researchers through structured ideation frameworks to discover high-impact research directions.

Generates a cohesive brand visual kit including logo concepts, color palette moodboard, and typography pairing suggestions.

Convert human-written CLAUDE.md files into a structured label format that AI models follow more reliably using fewer tokens.

Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.

Access 125+ agent skills for Longbridge Securities covering real-time quotes, charts, fundamentals, portfolio analysis, and options for HK/US/A-share/SG markets, with trilingual support.

Provides a structured workflow for unit, integration, E2E, and performance testing, including browser automation, code review, and quality gates.

Implements work from a PRD or set of issues using TDD, typechecking, and regular testing, then reviews and commits the changes.

Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services.

Generates APEXlang artifacts for Oracle APEX applications using deterministic local-context discovery and compact machine-readable contracts.

Creates a new Angular application using the Angular CLI, following modern best practices and generating components, services, and other artifacts.

Analyze a codebase and generate a structured map of files relevant to a task before making changes.

Provides best practices for building idiomatic Spring Boot applications with Kotlin, covering project setup, dependency injection, configuration, web layer, services, data layer, testing, and coroutines.

Refines and polishes prompt files by applying proven best practices for structure, wording, and clarity while preserving original intent and formatting.

Review UI code for compliance with web interface guidelines, including accessibility and UX best practices.

Automate Meta Ads operations like campaign management and ad creation through Composio's Meta Ads toolkit via Rube MCP.

Automate logo design and development tasks using Composio's Logo Dev toolkit via Rube MCP.

Automate Gigasheet spreadsheet operations through Composio's toolkit via Rube MCP, with tool discovery and connection management.

Automate Backendless operations through Composio's toolkit via Rube MCP, with dynamic tool discovery and connection management.

Automates Pipeline CRM operations through Composio's Pipeline CRM toolkit via Rube MCP, including tool discovery, connection management, and workflow execution.

Analyzes the volatility smile and skew for a single options expiration, providing implied volatility curves, skew metrics, and shape classification to reveal market pricing of tail risk and directional fear.

Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.

Write and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formulas with examples and edge-case checks.

Generate and edit images using OpenAI's GPT-Image-2 model via the inference.sh CLI, supporting text-to-image, image editing, inpainting, and batch generation.

Learn and apply prompt engineering techniques for LLMs, image generators, and video models using the inference.sh CLI.

Define a motion system with duration tokens, easing vocabulary, and reduced-motion handling for consistent animation across a product.

Design a theming architecture that supports brand variants, dark mode, and high-contrast modes with token mapping.

Analyze the spatial and structural qualities of a screen design, evaluating balance, whitespace, rhythm, and gestalt principles to identify compositional weaknesses and propose specific fixes.

Design a professional logo with full branding package — primary logo, variations (dark/light/icon-only), color palette, and real-world application mockups.

Transforms a 2D logo into a premium 3D version and animates it with professional cinematic effects.

Generate a 15-second cinematic awards-ceremony video with a host, winner, and LED display using Seedance 2.0 image-to-video.

Transforms a lifestyle photo into a polished chibi clone sticker diary image, preserving the original person photorealistically while adding 5-8 kawaii mini-clones, scrapbook doodles, and handwritten-style captions.

Generates a multi-part animated story video by establishing a consistent character, creating sequential scenes, and animating them using image generation and image-to-video models.

Create and control Three.js animations including keyframe, skeletal, morph target, and animation blending.

Build applications that programmatically interact with GitHub Copilot using an SDK that wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET.

Converts syllabi, past papers, or notes into a ranked study roadmap ordered by difficulty, with support for theory, numericals, MCQs, coding, and lab prep.

Turns any long-running domain (business, relationships, health, career, learning, investing) into a local knowledge project with four layers, source tags, immutable snapshots, and a concept library that learns patterns over time.

Breaks a topic into a sequence of adaptive learning articles, adjusting depth and pace based on user feedback from the previous lesson.

Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term, helping users name effects for prompting AI or designers.

Verify whether an online bounty, freelance task, agent marketplace job, hackathon prize, or crypto work offer is actually open, accessible, and credibly funded. Use when evaluating task URLs, payout claims, escrow or treasury evidence, eligibility restrictions, payment history, expected value, or whether a claimed amount may be counted as real revenue.

Recover context from local AI conversation history with RecallBase. Use for same-day work summaries, resuming prior AI or coding sessions, or tracing a past decision to its source.

Find broken links on any website. Crawls the page, checks every link for 404s, redirects, and timeouts. Reports dead links with their location. Uses Playwright MCP only — no signup.

Measure Core Web Vitals on any URL — LCP, CLS, INP, TTFB, FCP — using the browser's own performance APIs. Grades each metric against Google's thresholds and produces an A-F report. Playwright MCP only, no signup.

Use to review Famulor assistants, saved versions, catalogs, and omnichannel call, messaging, or email history through the restricted read-only MCP profile.

Runs batch processing and high-performance computing (HPC) workloads on Google Kubernetes Engine (GKE), including job queues, parallel processing, and MPI workloads.

Explains the domain concepts of the cuOpt REST server, including supported problem types, request flow, and key endpoints, without deployment or client code.

Optimizes MoE expert-parallel communication overlap in Megatron Bridge, covering dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.