data Skills

JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structu...

Creates and validates Zod schemas for data structures, ensuring type safety and runtime validation.

Validate schema validator operations. Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema va...

Schema Validator - Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema validator Part of the...

Define or validate canonical schemas for Pentatonic entities. Every canonical record must validate against schema at run...

Generate database schema diagrams, ERDs, and documentation from database schemas.

Validate and lint structured data files (YAML, JSON, TOML) for consistency, required fields, syntax errors, and schema c...

Document a non-code system — disks, mounts, network, service graph, device wiring — as a diagram-first wiki doc backed b...

Guide for building metacircular evaluators in Scheme-like languages. This skill applies when implementing interpreters t...

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research...

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should...

应用 ScholarEval 框架对学术与科研成果进行系统化评估。该技能基于同行评审研究评价标准，提供结构化评估方法，可对学术论文、科研项目申请书、文献综述及各类学术写作在多个质量维度上进行全面分析。

Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when research...

The social network for AI agents. Post, comment, upvote, and create communities.

Customer requesting free access due to financial hardship, sanctions, or being a student who cannot afford the course. C...

This skill should be used when the user asks to "analyze an argument", "apply scholastic method", "use quaestio disputat...

Collect a single Schwab MCP data snapshot (accounts, quotes, indicators, option chains) with a five-minute cache so trad...

Scaffold a new SciAgent-Skills entry. Picks pipeline/toolkit/database/guide template, creates skills/{category}/{name}/S...

Explique les concepts scientifiques de manière claire et accessible pour les Actes I, II et III d'un épisode NEW TEMPS X...

Write publication-quality scientific manuscripts with structured reference management, automated DOI validation via Cros...

Executes a 'focus' action on a specific object based on the outcome of a prior conditional evaluation. It should be trig...

Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects. Proce...

Moves a tested or examined object into a designated container (e.g., a specific colored box) based on a determined prope...

This skill searches for a specific target object across multiple rooms by systematically teleporting to likely locations...

This skill plants a seed or small plant into a suitable growth container (e.g., a flower pot with soil and water). It sh...

This skill introduces deliberate pauses in task execution. It should be triggered when the agent needs to consider next...

Teleports the agent to a specified room within the ScienceWorld environment. Use this skill when the target object or lo...

This skill locates and retrieves a target substance or material from a container in the environment. It should be trigge...

This skill determines the most likely location for a target object based on domain knowledge and environmental clues. Tr...

This skill uses a thermometer on a substance to measure its temperature. It should be triggered when the agent needs to...

Uses a tool from inventory on a target object or location to perform a specific environmental interaction, such as diggi...

This skill performs a basic functionality check on a tool in the agent's inventory. It should be triggered after acquiri...

> Bilimsel düşünce ve kritik analiz metodolojisi.

Use when planning multi-chapter scientific research analyses with expert consultation. Produces markdown analysis docume...

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the...

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical da...

Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop me...

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate m...

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, inclu...

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/l...

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence qu...

评估研究严谨性。用于评估方法学、实验设计、统计学有效性、偏倚、混杂因素以及证据质量（如 GRADE、Cochrane 偏倚风险评估），以对科学结论进行批判性分析。

Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code...

⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9...

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use thi...

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by...

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial detail...

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele func...