Download and analyze academic papers from arXiv. Use when users want to download a specific paper by ID (e.g., "download paper arxiv:1234.5678") or read/analyze papers they've…
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields. — from langchain-ai/deepagentsjs
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields — from bg-szy/TOP-SKILLS
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Full ascent-research CLI — incremental, resumable research sessions driven from a Claude Code or Codex instance.
ASE (Atomic Simulation Environment) の基礎操作を扱うスキルです。 Atoms オブジェクトの生成・編集、ase.build.molecule, ase.build.bulk, repeat, supercell, PBC (periodic boundary conditions), cell, positions,…
Draft a technical research question and send to ChatGPT for investigation
App Store Optimization keyword research using the public iTunes Search API. Computes keyword popularity (5-100) and difficulty (1-100) scores based on RespectASO algorithms.
Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android.
Use when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or…
Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands.
Use when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for quantitative and demographic work, case selection…
Use when after generating a feature table via mzrtsim() containing simulated peak abundances across samples with condition and batch effects, and you need to expose the abundance…
Use when after calling buildExperiment on metabolomics data to construct a SummarizedExperiment object, before performing batch correction, outlier detection, or other QC…
Polish genome assemblies to reduce errors using short reads (Pilon), long reads (Racon), or ONT-specific tools (medaka).
Assess genome assembly quality using QUAST for contiguity metrics and BUSCO for completeness. Essential for evaluating assembly success and comparing assemblers.
Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide.
Run a structured rigor audit on how a team validated (or plans to validate) its assumptions — for a discovery plan, experiment, test, or any "we validated it" claim.
Design the smallest viable test to validate or invalidate a critical assumption. Based on Torres's assumption testing framework, organized by Gilad's AFTER model (Assessment →…
Astronomer integration. Manage data, records, and automate workflows. Use when the user wants to interact with Astronomer data.
Use when targeting Astronomy & Astrophysics (A&A) or deciding whether an astronomy manuscript fits this European flagship published by EDP Sciences.
Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables…
Run background agents and bash commands asynchronously for CircleTel development. Use when running dev servers, parallel tests, long builds, or multi-agent research tasks without…
Use when you have a batch of mass spectra records in .msp format that lack standardized metadata fields (SMILES, InChI, CAS numbers, molecular formula, IUPAC names) and need to…
Drive quantitative analysis, factor diagnostics, and reporting for ATFT-GAT-FAN outputs.
Use when targeting Atmospheric Chemistry and Physics (ACP) or deciding whether an atmospheric-composition manuscript fits this open-access, interactive-peer-review venue.
Interact with atomCAD node networks programmatically. Query, edit, and replace CAD geometry nodes for atomic/molecular structure design.
Atomic Design methodology for React component architecture. Use for structuring component libraries, organizing UI hierarchies, and creating scalable design systems.
Expert Atomic Design decisions for iOS/tvOS: when component hierarchy adds value vs overkill, atom vs molecule boundary judgment, design token management trade-offs, and component…
Atomic theory, periodic table organization, electron configuration, periodic trends, and isotopes/radioactivity.
Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions.
Shell history management with Atuin. Use when configuring shell history, setting up history sync, searching command history, importing history from other shells, troubleshooting…
Analyse and shrink JavaScript bundle size for any web app. Auto-detects bundler (Vite, Webpack, Rollup, esbuild, Next.js, Turbopack).
Cross-check every factual claim in output//pitch.html against the sourced lines in research/companies/.md, write AUDIT-.md classifying each claim (BACKED /…
Audit user experience quality using research-backed frameworks: Nielsen Norman Group's 10 usability heuristics, Intuit Content Design System for microcopy, Google's HEART metrics,…
Use when augmenting balanced trees or dynamic sets with maintained metadata, order-statistic trees, interval trees, rank/select queries, overlap search, red-black-tree…
Web and App implementation guide for Aurora UI. Trigger when user wants gradient glows, color blobs, and atmospheric lighting effects.
Làm việc với AusyncLab voice và Text-to-Speech API để liệt kê voice, gợi ý voice cho creative plan, lưu setting voice ưa thích, sinh audio narration mp3 hoặc wav, và (tùy chọn)…
Verifies legal citations and retrieves source material using the case.dev Legal Research API and CLI.
Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…
Orient before /auto starts. Loads the hypothesis JSON from lib/auto-detect.sh, surfaces one action line, dispatches when ambiguity is null, or asks one blocking question when it…
Use when the user invokes /build or asks to build/create a software project from an idea. Launches an autonomous multi-stage pipeline (Research, Brainstorm, PM, Architect, Dev,…
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding re — from…
Autonomous cold email campaign launcher. Takes one target company domain, scrapes their website, generates an ICP with Claude, pulls matching leads via Prospeo, enriches emails +…
Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positive assessment or max rounds…
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables.
Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review.
Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill (strategy.md) until it reliably…
Prepare, validate, and gate AutoDL/HPC research experiments with GitHub deploy-key bootstrap, offline data policy, preflight and smoke gates, FileZilla/SFTP result transfer, and…
Molecular docking with AutoDock Vina (Python API). Receptor/ligand prep (Meeko + RDKit), grid box, docking, pose and binding energy analysis, and batch virtual screening.
Engage in 24x7 auto-work mode. Continuously grind through improvements, fixes, tests, and polish without stopping until you say so.
Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support.
Use when you have high-resolution tandem mass spectrometry (MS2) data in .ms2 format and need to systematically identify and annotate lipid A molecular structures.
Set up autoMIL in an existing project. Scopes codebase, configures experiment framework, validates setup.
Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries.
Autonomous operation — accept a problem, work it independently using the full verification pipeline, maintain research state, produce verified results.
Autonomous deep research agent that reads all files in the active directory, performs exhaustive multi-round literature research using web search and Brightdata scraping tools,…
Run the AutoQEC research loop on a given env YAML. Orchestrates the autoqec-ideator / autoqec-coder / autoqec-analyst subagents via the Agent tool, invokes the Runner CLI for…