Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting…
Score 70/100
Comprehensive guide for developing MailExtensions for Mozilla Thunderbird, including Manifest V2/V3 configuration, all messenger.* APIs, UI actions, Experiment APIs, and ATN…
Score 70/100
Plan and control time-step policies for transient simulations — couple CFL and physics-based stability limits with adaptive stepping, ramp initial transients through sharp…
Score 70/100
Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical research writing.
Score 70/100
Fast and accurate code statistics tool written in Rust. Counts lines of code, comments, and blanks across 200+ languages, with output in JSON, YAML, or CBOR for programmatic…
Score 70/100
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms.
Score 70/100
Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting…
Score 70/100
Use when planning a topic cluster (hub + spokes) for a new content area. The agent researches the space, identifies the hub topic, maps the spokes, and produces a specific content…
Score 70/100
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
Score 70/100
PyTorch Geometric (PyG) for graph neural networks: node/graph classification, link prediction with GCN, GAT, GraphSAGE, GIN.
Score 70/100
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning.
Score 70/100
PyTorch-native Graph Neural Network framework for molecules and proteins. Suitable for building custom GNN architectures for drug discovery, protein modeling, or knowledge graph…
Score 70/100
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms.
Score 70/100
Interactive guided tour of the Claude Memory Kit aimed at marketers, content creators, and agency operators — not developers.
Score 70/100
Identify which processes, connections, and remote hosts are actually using bandwidth before you chase the wrong incident hypothesis.
Score 70/100
Implement the Entrepreneurial Operating System (EOS) to align vision and execution across a company. Use when the user mentions "EOS", "V/TO", "quarterly rocks", "Level 10…
Score 70/100
Diagnose why website traffic changed. Use when the user asks "why did traffic drop/spike", investigates an anomaly, or wants to separate tracking regressions from real behaviour…
Score 70/100
Run a quick training experiment locally (CPU or MPS). Use when the user wants to test a model change, debug training code, run a smoke test, or validate a new architecture before…
Score 70/100
Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching.
Score 70/100
Systematically gather comprehensive travel itinerary requirements through structured discovery questions, MCP-powered research (Perplexity, Exa), and expert detail gathering.
Score 70/100
Run a command or prompt on a recurring interval, like a lab rat on a wheel. Use when the user wants to poll, repeat a task periodically, set up a recurring check, or keep a…
Score 70/100
Trending audio and sound finder for Instagram Reels and TikTok — research currently trending sounds, match them to your niche, and suggest how to use them in your content.
Score 70/100
(Industry standard: Meta-Learning System / Automated Autoresearch) Primary Use Case: Continuous, self-improving orchestration of an agentic system over multiple sessions.
Score 70/100
Use AutoResearchClaw when an agent should turn a raw research topic into literature review, experiment planning, draft writing, and verification artifacts instead of improvising…
Score 70/100
Generates complete two-sample Mendelian randomization research designs from a user-provided outcome, exposure or exposure family, and robustness direction.
Score 70/100
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction.
Score 70/100
Query UCSC Genome Browser REST API for DNA sequences, tracks, gene models, and conservation across 100+ assemblies.
Score 70/100
Iteratively improve frontend UI quality through automated grade-fix-verify cycles inspired by Karpathy's autoresearch pattern.
Score 70/100
Think-Driven Interactive Discovery - Deep research with step-file architecture for high-density output
Score 70/100
Reviews umbrella reviews and second-order meta-analyses. Use when synthesizing existing systematic reviews/meta-analyses, assessing primary-study overlap, duplicate evidence,…
Score 70/100
Unity Physics skill for collision detection, rigidbody dynamics, raycasting, and physics configuration.
Score 70/100
Unreal Engine Chaos physics skill for destruction, vehicle simulation, and cloth physics.
Score 70/100
Generates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review, Spotify Wrapped-style).
Score 70/100
Use when the user wants browser automation, page inspection, or web research and you need to choose between public-web tools, the live browser session, or a separate browser…
Score 70/100
Design and improve product user onboarding (first-time user experience) to drive activation and early retention.
Score 70/100
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs…
Score 70/100
Plan and execute user research — interviews, surveys, usability tests. Use when you need primary evidence to inform a product decision.
Score 70/100
Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points,…
Score 70/100
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds.
Score 70/100
Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants,…
Score 70/100
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test utilisateur",…
Score 70/100
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis.
Score 70/100
Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
Score 70/100
Designs internal, external, temporal, and functional validation strategies at the protocol stage for medical research studies.
Score 70/100
Research VCF 9 and its ecosystem (vSphere 9, vSAN 9, NSX 9, VKS, VCF Operations, VCFA, VMware Live Recovery, Private AI Foundation).
Score 70/100
Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar…
Score 70/100
Server-side extension that completes the full analysis pipeline for continuous outcome variables after vera-stat-continuous-testing has run.
Score 70/100
Server-side extension that completes the full analysis pipeline for count outcome variables after vera-stat-count-testing has run.
Score 70/100
Server-side extension that completes the full analysis pipeline for designed experiments (DOE) after vera-stat-doe-testing has run.
Score 70/100
Brainstorm 3-5 verdienmodellen met doelgroepfit, risico's en validatie-experimenten. De stap vóór prijsstrategie: eerst HOE je geld verdient, dan pas HOEVEEL.
Score 70/100
Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
Score 70/100
Extract Voice of Customer quotes from forums, reviews, and social media. Use when gathering customer language for copywriting, understanding pain points, or building messaging…
Score 70/100
Word learning strategies, vocabulary instruction, and lexical development for reading comprehension. Covers Beck's three-tier vocabulary model, context clue strategies…
Score 70/100
Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. Triggered when user needs visualization of gene expression data, p-value vs…
Score 70/100
Outcome-first operating covenant for AI agents. Use when work is vague, broad, multi-step, coding, debugging, research, writing, planning, review, artifact, repository, or handoff…
Score 70/100
Wandb Experiment Logger - Auto-activating skill for ML Training. Triggers on: wandb experiment logger, wandb experiment logger Part of the ML Training skill category.
Score 70/100
Multi-agent research war room. Personas debate in sequential turns through two phases — ideation and proposal writing.
Score 70/100
Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes.
Score 70/100
Fetch current, hourly, and daily weather forecasts and display required attribution using WeatherKit.
Score 70/100
통합 웹 검색 스킬. web_search(Brave) → duckduckgo → claude.ai 순서로 fallback. 검색 결과 자동 캐시(memory/research/에 저장)
Score 70/100