End-to-end drug development pipeline from target identification to regulatory...

Visual literature mapping and connected papers exploration

16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining. Design: legal full-text retrieval from open repositories, archives, and preprint servers.

Mine open access full-text repositories for research data extraction

Bulk download PMC Open Access articles via FTP for large-scale mining

24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation, bibliometrics. Design: metadata APIs and bibliometric analysis tools for scholarly records.

Command-line tools for searching and batch-downloading arXiv papers

Process and analyze arXiv papers systematically for research workflows

10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.

Automated scientific discovery via agentic tree search by Sakana AI

Automate survey deployment, data collection, and pipeline management

Build reproducible data science pipelines with Kedro for research projects

Transform research papers into interactive AI agents for exploration

Automate repetitive research tasks with pipelines, schedulers, and scripting

Open pipeline for generating deep research trajectories with LLMs

Research data sharing and repository

Open research repository for all disciplines

AI-assisted paper reading, PDF Q&A, and summarization workflows

Download datasets, manage competitions and notebooks via Kaggle API

10 document processing skills. Trigger: extracting text from PDFs, parsing references, document Q&A. Design: parsing pipelines (GROBID, marker) and structured extraction tools.

Dark mode theme plugin for Zotero reference manager

RAG architecture for academic knowledge retrieval and synthesis

Guide to Zotero Better Notes for comprehensive note-taking in research

Treat the current session and auto-resume in a new terminal window.

Prune bloated session with a prescription. Removes progress ticks, stale reads, duplicate content, and more.

Use the SitemapKit MCP tools to discover and extract URLs from any website's sitemaps.

Extract readable transcripts from Claude Code and Codex CLI session JSONL files

Provides React patterns for hooks, effects, refs, and component design. Covers escape hatches, anti-patterns, and correct effect usage. Must use when reading or writing React components (.tsx, .jsx files with React imports).

Provides Tamagui patterns for config v4, compiler optimization, styled context, and cross-platform styling. Must use when working with Tamagui projects (tamagui.config.ts, @tamagui imports).

Manages Tilt development environments via CLI and Tiltfile authoring. Must use when working with Tilt or Tiltfiles.

Enable continuous learning mode for automatic insight extraction

Clear the knowledge base and start fresh

<!-- ABOUTME: Documentation audit skill for verifying claims against codebase -->

Framework completo para venta de HYBRID. Use para calificar leads, preparar llamadas de venta, manejar objeciones y analizar pipeline.

Create dynamic schema-based forms using @delon/form (SF component). Use this skill when building complex forms with validation, conditional rendering, async data loading, custom widgets, and multi-step workflows. Ensures forms follow JSON Schema standards, integrate with Angular reactive forms, support internationalization, and maintain consistent validation patterns across the application.

Machine learning development patterns, model training, evaluation, and

Network architecture, troubleshooting, and infrastructure patterns. Use

Transform session learnings into permanent organizational intelligence by implementing updates across RII components. After productive sessions involving corrections, discoveries, or pattern identific

Systematically evaluate UI components against established UX principles using a 3-dimension framework. Transform subjective design feedback into actionable, evidence-based recommendations by comparing

Handle S3 file uploads including UI components, client-side logic, and server-side processing

Knowledge of the Vercel deployment pipeline, hybrid build scripts, and environment configuration.

Details on the Retrieval Augmented Generation pipeline, Ingestion, and Vector Search.

Extract rich data from PDF pages including text spans with metadata, rendered PNG images, and page mapping. Creates persistent artifacts for downstream processing.

Validate that input meets prerequisites based on the user's saved standards for the project type. Use at the start of any quality pipeline to ensure the user has provided sufficient requirements.

Clerk for water licenses, irrigation, riparian rights, and fishing restrictions affecting Pukaist/Nlaka'pamux; use for Water_Rights_Fishing queue.

AI-powered data analysis for Empathy Ledger. Use when working with themes, quotes, story suggestions, transcript analysis, storyteller connections, or any feature requiring extracted insights. Ensures consistent analysis patterns across the platform.

Synthèse co-fabriquée par un conseil de 3 LLMs (Claude, Gemini, Codex). Ce skill devrait être utilisé quand l'utilisateur demande une synthèse robuste, traçable et vérifiée. Il orchestre trois modèles avec des rôles experts distincts (Extracteur, Critique, Architecte) pour produire une synthèse fidèle au texte source, avec contrôle des glissements sémantiques et trail d'audit complet.

Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.

World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines.

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, or implementing data governance.