Use Meta's TRIBE v2 brain encoder to validate cortical alignment of AI model representations (LLaMA, V-JEPA2, Wav2Vec, or any encoder) and inform model selection in the Life/Arcan…
In-silico neuroscience experiments using Meta's TRIBE v2 (TRansformer for In-silico Brain Experiments).
When the user mentions a trip they're planning, booked, or considering ('I booked X', 'going to Y', 'thinking about Z') — create the trip note in the Obsidian Travel vault and…
Use when authoring or refreshing the "before you go" entry/customs prep for a trip in this template — solicits traveler nationality and document status, researches current entry…
(Industry standard: Meta-Learning System / Automated Autoresearch) Primary Use Case: Continuous, self-improving orchestration of an agentic system over multiple sessions.
tRPC v11 features: SSE subscriptions with tracked() reconnection, streaming queries/mutations, @trpc/tanstack-react-query options API, Next.js server actions via…
Use when a user is working through a product idea, demand/market research, an MVP, a "nobody buys / nobody uses / nobody renews" problem, willingness-to-pay, pricing,…
Use when about to ask the user to choose between 2+ substantive implementation approaches — architecture, algorithm, data structure, library, or design pattern choices where the…
Answer the research question "does a keep-alive ping that itself gets 429'd still refresh the prompt-cache TTL on Anthropic's side?" from captured turn-logs.
Skill untuk riset, terjemahan, dan eksplorasi 100,000+ kitab klasik Islam dari Turath.io. Gunakan skill ini saat user meminta riset literatur Islam, menerjemahkan teks Arab,…
Use AutoResearchClaw when an agent should turn a raw research topic into literature review, experiment planning, draft writing, and verification artifacts instead of improvising…
학습 질문을 받으면 공식 문서(context7)와 웹검색을 동시에 병렬로 조사해, 출처가 검증된 최신 학습 근거를 종합해 드립니다. 개인 튜터가 자료를 미리 조사해 오는 역할입니다.
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions.
Generates complete two-sample Mendelian randomization research designs from a user-provided outcome, exposure or exposure family, and robustness direction.
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction.
Professional document preparation with LaTeX for academic papers, resumes, books, presentations, and formal documents
Write and create Typst documents (.typ files). Use when the user asks to create, write, edit, or convert documents to Typst format, write Typst markup, create academic papers,…
Three-mode lab report workflow for Indonesian academic reports in Typst. Mode SCAFFOLD: generate template only. Mode PUZZLE: guiding questions + references for self-writing.
Query UCSC Genome Browser REST API for DNA sequences, tracks, gene models, and conservation across 100+ assemblies.
Iteratively improve frontend UI quality through automated grade-fix-verify cycles inspired by Karpathy's autoresearch pattern.
Polishes UI primitives one at a time using 2026 research-backed patterns — adds loading/icon states to buttons, replaces inline skeletons with primitives, adds secondary actions…
Atomic-design guidance for Molecules — functional groups of atoms (SearchBar = input + button + icon; FormField = label + input + error) with a single cohesive purpose.
Research-first UI/UX design workflow. Use BEFORE any frontend visual work to research modern patterns, gather inspiration from real products, and avoid generic AI-generated looks.
Semantic search across UK Biobank's 12,000+ data fields and publications — find the right variables for your research question.
Use when working with Ultramemory hybrid memory system, storing/retrieving information, managing multi-agent memory operations, web research with Tavily, or scheduling automated…
Elite multi-agent research orchestration utilizing ref MCP, exa MCP, brave-search MCP, and context7 with parallel execution of deep-research-agent, search-specialist,…
Think-Driven Interactive Discovery - Deep research with step-file architecture for high-density output
Maximum-saturation research skill. Spawns massive parallel explore+librarian subagents to exhaust every source: codebase grep/LSP/ast-grep, websearch with advanced operators,…
Reviews umbrella reviews and second-order meta-analyses. Use when synthesizing existing systematic reviews/meta-analyses, assessing primary-study overlap, duplicate evidence,…
Use when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.
Find and read official documentation for external libraries and frameworks using Context7. Use when researching library APIs, understanding framework configuration, learning…
Unity Physics skill for collision detection, rigidbody dynamics, raycasting, and physics configuration.
Authoritative Unity 6000.5 PhysicsCore2D API reference for Helpers. Lists every type, property, field, method (with signatures, params, returns) for: PhysicsRotate,…
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification.
Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown.
Systematic debugging with mandatory hypothesis preflight — no random code changes
Unreal Engine Chaos physics skill for destruction, vehicle simulation, and cloth physics.
Anna Meller's "#Upcycle Your Job: The Smart Way to Balance Family Life and Career" — a research-backed 6-step PROPEL model for working mothers to upcycle the...
Upgrade project dependencies with breaking change research for major version updates. Use when the user asks to \"update dependencies\", \"upgrade packages\", \"upgrade…
Systematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool.
Weekly setup audit — internal review + skills/MCP review + external upgrades research, writes recs to To Do Notes
Generates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review, Spotify Wrapped-style).
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…
Use when researching what someone has been working on, getting up to speed on a colleague's recent activity, or preparing for a 1:1.
Design and improve product user onboarding (first-time user experience) to drive activation and early retention.
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the us — from…
Plan and execute user research — interviews, surveys, usability tests. Use when you need primary evidence to inform a product decision.
Complete user research intelligence — research planning, interview mastery, usability testing, survey design, Jobs-to-be-Done framework, synthesis, and turning user insights into…
Plan user research studies. TRIGGERS - Use when user needs help with user-research-plan related tasks.
Plan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research.
Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points,…
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.
Use when starting any data analysis, statistics, econometrics, or causal-inference task in R, Julia, or Python — establishes the Causal Powers discipline and routes to the right…
Create isolated git worktrees with smart directory selection and safety verification. Use this when starting feature work that needs isolation, parallel development, or s — from…
Create isolated git worktrees with smart directory selection and safety verification. Use this when starting feature work that needs isolation, parallel development, or s — from…
Router skill for legal-toolkit — the entry point that recognises user intent across 6 clusters (📋 Playbook / 📝 Template / 🚨 Runbook / 🔍 IRAC / 📅 Tracker / 🏛️ Compliance) and…
Perplexity Sonar API development with search-augmented generation, real-time web search, citations, and OpenAI-compatible Chat Completions.
12 pre-dev workflow skills + 2 standalone discovery skills + 1 standalone dashboard skill + 4 research agents organized into Small Track (5 gates, <2 days) and Large Track (10…
Estimate training and evaluation runtime plus Vast.ai rental cost for ML/RL paper reproduction runs, AutoSOTA-style experiment loops, and concurrent or parallel RL workloads such…
Run an ordered sequence of pm-skills against one input, pausing for go/no-go and stopping on a failed or empty step.