Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

fastcode-search

Native Node.js semantic search for Agent. No external dependencies.

503 repo starsObserved in 6 repos
Research

research-foresight

ARA World Model — read-only reasoning engine over ONE Agent-Native Research Artifact (ARA), run LOCALLY with the coding agent itself as the LLM (no SDK, no API key). Given an ARA directory and a free-text query, it answers any question about the ARA — a forward "what if I change X", but equally why-did-this-work, what-should-I-try, is-this-sound, how-do-these-compare, or anything else — by retrieving precedent from the ARA's native files (references/RETRIEVE.md) and answering as the Predictor (references/PREDICT.md): a bold, grounded, falsifiable Answer shaped to what the question actually calls for. TRIGGERS: ask the world model, wm predict, predict with the world model, what if I change X, forecast the loss curve, will this help, why did this work, what should I try next, is this claim sound, compare these, retrieve precedent, what precedent surfaces.

499 repo starsObserved in 1 repos
Research

research-visualizer

Research Visualizer. Renders an existing Agent-Native Research Artifact (ARA) into ONE self-contained, interactive HTML file showing the AI scientist's step-by-step research process: a clickable process map of the exploration tree (branches and dead ends included) on the left, and a per-step drill-down on the right — what the step did (its narrative written in plain language a person can follow), why (the linked claim), the real result (verbatim grounded numbers + inline figures + tables), and the code/artifact pointer. Read-only consumer of the artifact — it never changes how research is done. When the ARA carries them, it also surfaces (each optional, only when present) the related-work dependency graph, the problem framing, a concepts glossary with in-text term popovers, and the solution recipes — reached from header disclosures without leaving the process map. Accepts either an existing ARA or raw research input (a paper, repo, run logs, or notes); when the input is not yet an ARA it is compiled into one first, then visualized. TRIGGERS: visualize, visualizer, trajectory view, render the ARA, see the steps, step-by-step view, process map, replay the trajectory, watch the agent work, drill into steps, visualize a paper, visualize a repo, visualize a run

499 repo starsObserved in 1 repos
Research

astronomy-and-astrophysics-expert

Expert guidance across solar physics, planetary science, stellar evolution, cosmology, and observational techniques with 2025 mission data

498 repo starsObserved in 3 repos
Research

component-gallery

Research UI component patterns across 60 component types and 95 production design systems (2,676+ examples from component.gallery). Compare implementations, find alternative component names, ground frontend decisions in real-world precedent. Pairs with minoan-frontend-design for research-then-build workflows. Triggers on component patterns, how do others implement X, design system research, component comparison.

498 repo starsObserved in 3 repos
Research

dialog

Fast product research with Dialog. Use when the user wants to validate ideas, test concepts, or get customer feedback before building.

498 repo starsObserved in 3 repos
Research

dropshipping-product-research

Product research for dropshipping businesses. Identify profitable products with reliable suppliers, healthy margins, and manageable competition. Evaluates shipping times, return risk, and marketing viability.

498 repo starsObserved in 3 repos
Research

etsy-competitor-analysis

Competitor research — pricing comparison, bestseller analysis, differentiation strategy

498 repo starsObserved in 3 repos
Research

kung-fu

A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "find skills for X", "search for skills", or when you lack expertise in a specific technology.

498 repo starsObserved in 3 repos
Research