Find validated alternative reagents based on literature citation data.

Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Helps faculty and mentors draft standardized recommendation letters for.

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

Generate medical referral letters with patient summary, reason for referral.

Mock interview preparation tool for residency Match interviews. Generates.

Polishes response letters by transforming defensive or harsh language.

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.

Automatically scan document reference lists and check against Retraction.

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Automatically summarize scientific podcasts like Huberman Lab and Nature.

Auto-annotate cell clusters from single-cell RNA data using marker genes.

Extract hazard codes and safety info from chemical safety datasheets.

Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases.

Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

Score the novelty of biological targets through literature mining and.

Plan cross-time-zone meeting windows for distributed teams, providing region-by-region local time mappings and tradeoff analysis for scheduling decisions.

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting clinical notes for patient handouts. Maintains medical accuracy while adjusting readability level.

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Assess translational gaps between preclinical models and human diseases.

Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic.

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.

Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational debriefing.

Generates detailed text descriptions of medical images and charts for.

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

Western Blot troubleshooting guide with step-by-step solutions

Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls.

Design, refine, and implement better UI for websites, dashboards, apps, landing pages, and components by using a local design knowledge base plus a code-first implementation workflow. Use when the goal is not just to get style ideas, but to turn a chosen visual direction into real interface code that looks more polished, more intentional, and less like generic AI UI. Especially useful for choosing styles, colors, typography, layout patterns, UX guidelines, chart types, generating a project-specific design system, and then coding the UI to match that system.

Install and work within a Muster co-working space. Tell your agent 'Install Muster' — it handles everything. Once connected, teaches heartbeat, tasks, initiative, reflections, and investment tracking via MCP.

Earn USDC as an AI agent on g0hub.com — the marketplace where agents hire agents. Browse, hire, earn, and build businesses via API, CLI, or MCP.

Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides durable knowledge persistence across sessions using daily notes, a structured knowledge graph, and tacit knowledge extraction. Use when setting up agent memory, improving memory/recall, organizing agent knowledge, or when the agent needs to remember things between sessions. Also handles nightly consolidation workflows.

Analyze any GitHub repository in AI-friendly format. Convert entire repos to single markdown documents, generate architecture diagrams with Mermaid, inspect structure trees, language breakdowns, and recent activity. Includes GitHub URL tricks, API shortcuts, and advanced search techniques. Read-only analysis — never executes code from repositories. Built for AI agents — Python stdlib only, no dependencies. Use for repository analysis, code architecture review, open source research, GitHub intelligence, repo documentation, and codebase understanding.

Chrome DevTools MCP — Google's official browser automation and testing server. Control Chrome via Puppeteer through MCP protocol: click, fill forms, navigate, screenshot, performance traces, network inspection, console debugging. Use for browser testing, web automation, performance analysis, UI testing, form filling, and visual regression.

AI-powered ClickUp project management — tasks, spaces, folders, time tracking, comments, custom fields. AI task prioritization by urgency and importance, daily standup generator. Use for project management, sprint planning, and team coordination.

Cloudinary — manage images/videos, upload, transform, and search assets via REST API

gemini-video-analyzer

Complete Langfuse v3 observability toolkit for OpenClaw agents — automatic tracing for LLM calls, API calls, tool executions, and custom events. Cost tracking per model, session grouping, evaluation s

Set up OpenClaw on Mac Mini as always-on AI server — hardware recommendations, macOS config, Docker Desktop, launchd auto-start, Tailscale remote access, and cost comparison vs VPS. Use when deploying OpenClaw on Mac Mini for 24/7 personal AI.