Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Compile, reconcile, and update the Guidebook bibliography from all active source files. ALWAYS use this skill when asked to: update the bibliography, add new references, reconcile…
Use when when you have calculated molecular descriptors from validated chemical structures and need to prepare them for BitterPredict.m classification.
Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout sy — from…
Use this skill to polish a rendered prototype against the design-qa rubric. Scores the prototype, makes one targeted fix per round, keeps or reverts based on score.
Research and analyze content across decentralized social networks (Farcaster, Lens, Nostr, Bluesky) using the deso-ag CLI tool.
This skill should be used when the user asks to "develop a feature", "implement a ticket", "build PROJ-123", "run the development pipeline", "develop this ticket end to end", or…
Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile — from…
This skill performs differential DNA methylation analysis (DMRs and DMCs) between experimental conditions using WGBS methylation tracks (BED/BedGraph).
Knowledge pack from 'Towards Digital Engineering: The Advent of Digital Systems Engineering' (Huang et al., Old Dominion University, arXiv:2002.11672, 2020).
Provides conceptual framework and analytical support for research on the balance between digitization (technique and didactic precision) and artistic interpretation (what stands…
Map every company a person has been a director of — live, direct from government officer registers. Covers UK Companies House, France RNE, Taiwan GCIS cross-company officer…
Systematically maps mechanism evidence for a disease from molecules to pathways, cell types, tissues, biological consequences, and clinical phenotypes.
Distil a folder of raw research files (Perplexity / ChatGPT deep research / xAI exports) into a clean, compounding knowledge base — operator-first playbook plus organised file…
Guidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets.
Guidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets, entropy requirements, or moment conditions.
Use this skill when the operator is authoring, building, loading, or debugging a custom doca-bench plug-in — a versioned shared library with DOCA_EXPERIMENTAL-marked C entry…
Use this skill when the user is doing hands-on DOCA RDMI (RDMA Initiator) programming — picking doca-rdmi vs doca-rdma for an accelerator-initiated one-sided RDMA flow, standing…
Use this skill for any web research, monitoring, source synthesis, information comparison, or production of documented and sourced deliverables.
Create and manage experimental features in the Doodle project. Use this skill when user requests creating a new doodle, adding features to the features folder, or mentions working…
Apply Nicole Forsgren's DORA (four-key delivery metrics + capabilities catalog + Westrum culture) research and its evolution into SPACE (2021), DevEx (2023), and DX Core 4 (2024)…
Deep Researchの探索・収集フェーズ。世界中のニュース/SNS/論文/公式Docs/OSS情報を横断して 証拠（evidence.jsonl）として保存する。調査の一次素材を作りたいときに使う。
Analyze drug candidate molecules for drug-likeness, ADMET properties, and safety profiles. Use this skill when: (1) Evaluating a molecule's potential as a drug candidate, (2)…
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmaco — from…
This skill should be used when running Phase 4 of the /ds workflow to review methodology, data quality, and statistical validity.
Delegate read-only tasks to Claude Code and Cursor Agent concurrently, including research, reading, analysis, diagnosis, checks, review, and audit.
[EXPERIMENTAL] Duplicate an existing web page by capturing it through Figma as a structured design intermediary and generating high-fidelity React + Tailwind components.
Extraordinary Chambers in the Courts of Cambodia (ECCC) research, drafting, and analysis. Use whenever the conversation involves the ECCC, the Khmer Rouge Tribunal, Case 001…
Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an introduction to an…
This skill should be used for elimination-style research where the user wants to choose from a shortlist of products, tools, services, vendors, or other options using explicit…
This skill should be used when the user asks about "Elnora agent capabilities", "what can the agent do", "agent tools", "web search", "academic search", "PubMed", "ArXiv", "Exa",…
Use this skill for empirical social-science research, applied economics, public policy, education, finance, management, sociology, psychology, epidemiology, or public-health data…
Research a US employment law topic across federal, state, and city jurisdictions and produce structured research notes with proper source attribution.
Research a US employment law topic across federal, state, and city jurisdictions and produce structured research notes with proper source attribution.
Access the ENCODE Project REST API to search for and retrieve biological data (biosamples, experiments, etc.).
Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols.
Search civil records, church records (DTB), population registers, and notarial records at Erfgoed 's-Hertogenbosch (erfgoedshertogenbosch.nl).
Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. 2026, github.com/Biohub/esm). Single-sequence and MSA modes; protein, DNA, RNA, ligand (CCD/SMILES), modified…
Use when reasoning about building language-model-integrated systems by writing evaluations before and alongside the system: the statistical (not binary) nature of LLM evals, the…
PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is measured, when…
Produce honest product reviews and buying guides without fabricated first-hand experience, using disclosed evidence tiers: verified specs, owner-experience synthesis at scale,…
Run a structured organizational design health check — operationalizing the governance learning loop and decision ledger by collecting operational evidence, measuring gate…
Web toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content.
Use this skill whenever the user wants reproducible CS/AI experiments, model evaluation, regression/classification/clustering analyses, bioinformatics workflows, QC, differential…
Use this skill when setting up, validating, or repairing the local environment for the cross-modal appraisal transfer project, including Python dependencies, model boot, GPU…
This skill automates the setup of machine learning experiment tracking using tools like MLflow or Weights & Biases (W&B).
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to un — from…
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to un — from…
This skill should be used when the user asks for efficient communication, task reports, file-operation summaries, research discussion, study-note synthesis, planning, writing…
Use when your project JSON document contains genome identifiers but lacks organism name or taxonomic annotations.
This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation.
Delegation protocol for sessions running on Claude Fable 5 (or any premium model) — plan big, execute small.
Loads ambient awareness of Fabrik (the GitHub-Project-driven SDLC pipeline orchestrator that drives Claude Code workers through Specify/Research/Plan/Implement/Review/Validate…
Use when operating as the Fabrik Research stage agent. This skill guides technical research and codebase analysis for a well-specified feature, producing findings that inform the…
Use when operating as the Fabrik Research comment reviewer. This skill guides incorporation of user answers into research findings, removing resolved questions and surfacing…
Bootstrap a project to use Fabrik (the GitHub-Project-driven SDLC pipeline orchestrator that drives Claude Code workers through Specify/Research/Plan/Implement/Review/Validate…
Use when operating as the Fabrik Specify stage agent. This skill guides the specification and clarification of a feature request, turning a rough backlog issue into a clear,…
Generates complete FAERS-style pharmacovigilance disproportionality research designs from a user-provided drug class, comparator strategy, adverse-event domain, and patie — from…
Expert guidance for the fastverse in R — the high-performance suite built on data.table, collapse, kit and magrittr, loaded with library(fastverse).