Design data-driven product sampling campaigns including target audience selection, distribution channel optimization, sample size calculation, feedback colle...

Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.

AutoMD-GROMACS: AI-friendly molecular dynamics automation for GROMACS with workflow, enhanced sampling, special-system simulation, advanced analysis, and pub...

7 runnable Monte Carlo simulation tools extracted from a viral quant article. Importance sampling, particle filters, copulas, agent-based markets, variance r...

Experience hip-hop / rap as data. AI agents stream harmonic separation, chroma, equations. Provenance reasoning measured.

Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting, pseudo-relevance feedback, salience scoring, and knowledge graph cross-references. Replaces the default memory search with a 4-signal fusion retrieval system. Use…

Enhanced Gmail integration with advanced features including label management, attachment handling, advanced search, email parsing, and automated email proces...

Enhanced security audit framework with automated scanning, cross-platform support, security scoring, and baseline comparison. Audits AI agent configurations,...

Enhanced skill creator with templates, validation, publishing workflow, and quality gates. Guides through skill creation process with best practices, common...

Create enhanced implementation plans with milestone timelines, data flow diagrams, mockups, and risk tables. Use when planning complex multi-step tasks that...

macOS Desktop Control Enhanced provides system-wide desktop automation on macOS, including screenshot capture, process management, clipboard operations, syst...

Notion API for creating and managing pages, databases, blocks and enhanced markdown.

Improved Attio CRM integration with batch record creation, error handling, field mapping, and support for companies, people, and deals.

Comprehensive Blender automation via Python bpy API. Procedural modeling, material nodes, lighting, rendering, and asset generation. Includes verified gear/m...

Provides three modes—Explore (read-only), Plan (analyze before acting), and Verify (check results)—plus feature flags to toggle capabilities dynamically.

Enhances memory search by combining co-occurrence graph analysis and semantic similarity for improved contextual relevance and ranking.

Write structured PRDs with interactive HTML feature demos including code samples and configuration. Use when speccing features that need visual walkthroughs,...

Control whole-house music scenes combining Spotify playback with Airfoil speaker routing. Quick presets for morning, party, chill modes.

Advanced AI text humanizer for blog content. Detects and removes 34 AI writing patterns, adds personality/soul, and handles crypto/Web3 specific tells. Use w...

Automate LinkedIn content creation, posting, engagement tracking, and audience growth. Use for posting content, scheduling posts, analyzing engagement metric...

Fetch upcoming events from Luma (lu.ma) for any city. Use when the user asks about tech events, startup meetups, networking events, conferences, or things ha...

Transfer memories between OpenClaw agents with optional topic filtering, supporting sharing mode with role transformation or cloning mode for verbatim copies.

Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).

Integrate with Notion workspaces to read pages, query databases, create entries, and manage content. Perfect for knowledge bases, project tracking, content calendars, CRMs, and collaborative documentation. Works with any Notion page or database you explicitly share with the in…

Posts content and articles to X (Twitter). Custom fork with image upload fix: DOM.setFileInputFiles first, path leak cleanup, post-publish verification. Use...

Session history system for OpenClaw — persistent, browsable, resumable chat sessions with SQLite index, archive/restore, migration, paginated UI, and chat dr...

Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.

Automatically performs paged web searches with progress updates, saves intermediate results, supports resuming, and merges all findings into a final report.

Zotero library management with PDF metadata auto-fetch (Crossref/arXiv), item search, file read, and note management. Supports cloud and WebDAV storage.

Indexed by skills.sh from nexscope-ai/amazon-skills

Indexed by skills.sh from lingui/skills

Indexed by skills.sh from gamedev-skills/awesome-gamedev-agent-skills

Fetch Amazon product reviews through the Reveyes task API, choose cost-aware sampling by user intent, reuse permanent tasks, perform evidence-grounded Voice...

Split large files, run parallel processing, and stream batch analysis. Use when sampling datasets, aggregating logs, or transforming bulk data.

Write a factory acceptance test (FAT) plan or report — test coverage matrix against spec, AQL sampling plan, pass/fail criteria, golden-sample handling, devi...

Structured logging extensions for Golang using samber/slog-**** packages — multi-handler pipelines (slog-multi), log sampling (slog-sampling), attribute form...

Display the first lines of files. Use for quickly previewing file contents, checking headers, or sampling data.

Build a cost-efficient LLM evaluation ensemble with sampling, tiebreakers, and deterministic validators. Learned from 600+ production runs judging local Olla...

Randomly shuffle lines of text input. Use for random sampling, data randomization, and selection tasks.

Plan and price a multi-city event staffing program with one consolidated quote. Use when a user is staffing a tour, roadshow, sampling or mall tour, festival...

Learn to enhance LLM performance using test-time compute with parallel sampling, sequential revision, and process reward models for better reasoning.

Deep distributed tracing workflow—instrumentation boundaries, context propagation, sampling, tail-based analysis, service maps, and using traces for latency...

Convert short drama dialogues into multi-character, emotional TTS audio matching scene rhythm for enhanced expressive content.

Enhanced terminal AI agent orchestrator with parallel execution, health checks, and workflow presets.

A smarter phone powered by AI. Polly manages your calls, screens unknown numbers, transcribes voicemails, and gives you a complete AI-enhanced phone experience.

Enhanced agent identity with templates, voice guidelines, adaptation rules, and personality frameworks. Defines WHO an agent is — personality, voice, boundar...

Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...

Query DTS (Data Transmission Service) task status and details across all Alibaba Cloud regions. **v12.1: Enhanced reliability** - Timeout increased to 10s, e...

Agents and people post to AltBook, the open source MoltBook alternative. OpenAI post/comment moderation, natural-link policy, enhanced Google indexation, Fly...

Enhanced auto-updater with detailed logging, missed run recovery, and Gateway restart protection.

Enhanced BOOK BRAIN for LYGO Havens with visual capability. Use to design and maintain a 3-brain filesystem + memory system that also integrates LEFT/RIGHT brain visual checking (browser, images, screenshots) with text and API data for deeper verification and retrieval. Recomm…

Enhanced browser automation with error recovery, retry logic, multi-browser support, screenshot verification, and integration with web scraping. Supports Chr...

Learn to build Retrieval-Augmented Generation (RAG) applications using LangChain with Python and FAISS vector stores for enhanced AI retrieval.

Enhanced code review with AI/ML-specific checks, multi-language support, security vulnerability patterns, and integration with automated testing. Covers secu...

RAG-enhanced compliance Q&A with regulatory interpretation guardrails, source attribution, and escalation triggers.

Enhanced data analysis with Python/R code templates, visualization gallery, statistical tests, and automated report generation. Covers hypothesis testing, re...

Enhanced coding agent for development workflows. Optimized for building features, fixing bugs, and code refactoring with OpenCode integration.

Search Dify Knowledge Base (Dataset) to get accurate context for RAG-enhanced answers.

Enhanced document summarizer. Smart summary, bullet extraction, executive summary, chapter breakdown, multi-doc comparison, translate+summarize.

Enhanced Docker with Dockerfile templates, multi-stage builds, security hardening, production best practices, Docker Compose patterns, and troubleshooting gu...

NodeSkai's optimized Free AI search via Exa MCP. Enhanced web search for news/info, code search for docs/examples from GitHub/StackOverflow, and deep company...

Enhanced Git with advanced workflows, Git hooks, CI/CD integration, monorepo support, Git LFS, and Git internals deep dive.

Real-time crypto token data, DeFi analytics, blockchain data, Twitter/X social intelligence, enhanced web search, crypto project search all in one Skill. For...

Generate images from text prompts using FLUX via Together.ai. Returns image URL. Prompts are auto-enhanced for best results.

Provides time-aware memory retrieval by combining vector similarity with temporal relevance and tracks learning progress for enhanced study management.

Managed MCP servers: filesystem-secure, memory-enhanced, github, postgres, websearch, rss. Provides connection details and auto-config for OpenClaw agents. S...

Enhanced MCP server creation with templates, security best practices, deployment guides, and monitoring. Supports multiple transport types (stdio, SSE, WebSo...

Enhanced AI memory system — vector store, document-level MSA, knowledge graph, collision engine, executable skills, and closed-loop skill evolution.

MiniMax TTS skill (enhanced). Multi-agent voice support (each agent can select a unique voice written in SOUL.md), native voice message for Telegram (MP3) an...

Enhanced monitoring with Prometheus, Grafana, Loki, alerting rules, dashboard templates, and SLO/SLI tracking.

Multi-Agent Orchestrator v8.2.1 - Enhanced stability (Node.js v24 compatibility, lazy environment detection, third-party environment adaptation). Supports go...

Enhanced TODO/task manager backed by a local SQLite database (instead of flat text files) with priorities (1-3), tags, due dates, reminder timestamps, explic...

Perform cloud-based OCR on PNG, JPG, JPEG, and WEBP images using SiliconFlow's DeepSeek-OCR with automatic image preprocessing for enhanced recognition.

Complete guide to upgrading OpenClaw's memory system for persistent, searchable context across sessions. Implements 6 upgrades including enhanced memory flus...

Integrate open construction datasets. Combine open data sources for enhanced analysis

Enhanced browser DOM manipulation using PageAgent's page-controller. Injects into any web page to provide precise DOM extraction, interactive element detecti...

Photo Editor Pro offers AI-enhanced editing, background removal, color grading, batch processing, and format conversion for professional image workflows.

PluginEval Quality Evaluation with enhanced UI. Wraps plugineval-core with vetting and reporting features. Requires plugineval-core.

Enhanced prompt engineering with model-specific optimization, advanced techniques, prompt templates, and evaluation metrics. Covers LLMs, image generators, v...

Enhanced Python with async/await patterns, type hints, dataclasses, testing strategies, performance optimization, and project structure templates.

Enhanced spectrogram visualization tools for time-frequency analysis. Use when creating spectrograms, spectral analysis, or time-frequency plots for signals...

Enhanced QMD search with LLM-powered query expansion. Better recall and precision for multilingual knowledge bases. Use when users ask to search notes, find...

5-Step Quant Trading System with multi-source data, enhanced ML models, and 15+ strategy templates

Quantum-enhanced long-term memory for AI agents — #1 on LongMemEval (98.6% R@5, 99.4% R@10, 0.9426 NDCG). Chunked gte-large retrieval with QAOA+CVaR subgraph...

Extends the agent's memory with semantic search capabilities using Retrieval-Augmented Generation (RAG) for enhanced contextual awareness and continuity.

Research a topic through RedNote/Xiaohongshu discussion signals using either public-web mode (no login) or optional login-enhanced browser review when the us...

Enhanced security with OWASP Top 10, dependency scanning, SAST/DAST, secrets detection, compliance checks, and security hardening guides.

Enhanced self-improvement skill with skill distillation, knowledge base integration, and automatic skill extraction. Logs errors, corrections, and learnings;...

Enhanced self-improvement skill with FULL chat logging (text+images), smart memory compaction, automatic pattern recognition, context-aware learning, multi-s...

Enhanced memory system for agentic workflows. Automatic memory extraction from conversations, memory type classification (preference/project/technical/lesson...

Complete memory system for OpenClaw agents. Combines enhanced memory management (WAL protocol, type classification, temporal decay, session cache) with conte...

Enhanced Tavily web search for fact-checking and cross-verification. Aligned with official Tavily API (2026-03). Supports time_range, exact_match, domain fil...

Enhanced Tavily search with multi-API key rotation, AI-powered intent recognition, sub-question decomposition, intelligent summarization, and offline documen...

Enhanced Tavily search with intelligent intent recognition, source preferences, critical source validation, and offline report generation.

Enhanced testing with framework-specific templates, CI/CD integration, mutation testing, and performance testing. Covers unit, integration, E2E, and security...

Expertise in TRAE IDE's modular Skills architecture, enabling creation, management, and automation of custom workflows for enhanced AI-driven development.

MiniMax TTS skill (enhanced). Multi-agent voice support (each agent can select a unique voice written in SOUL.md), native voice message for Telegram (MP3) an...

Enhanced web scraping with anti-detection, proxy support, rate limiting, data validation, and multiple extraction methods. Supports static pages, dynamic con...

Browser automation skill for web interaction and data extraction. Enhanced version by zhuyu28.

Automatically optimizes content generation with continuous 24/7 improvements and AI-driven maintenance for enhanced performance.