Add, refine, calibrate, or migrate OpenClaw Control UI themes by patching the installed bundled frontend assets in dist/control-ui/assets. Use when a user wants a new WebUI theme, wants colors matched to a reference theme such as VSCode, wants chat/component styling tuned inside a custom theme, or wants an existing custom theme preserved across an OpenClaw upgrade.

Build autonomous multi-agent pipelines with Mastra (agents only) and Trigger.dev (all workflows and tasks). Use when creating AI agents, designing multi-stage pipelines, defining permissioned tools, structuring agent handoffs, storing agentic outputs to a database, or building durable task chains with retries and fan-out.

First-time setup for the Durable Agents stack (Mastra + Trigger.dev). Run once before using the main skill.

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

Design and simulate adaptive clinical trials with interim analyses,

Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Generate ARRIVE 2.0 compliant animal research protocols with structured

Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or resolving authorship disputes in multi-institutional research. Generates fair and transparent authorship assignments following ICMJE guidelines and CRediT taxonomy. Helps research teams document contributions, resolve disputes, and ensure equitable credit distribution in academic publications.

Map unstructured biomedical text to standardized ontologies (SNOMED CT.

Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.

Convert between IUPAC names, SMILES strings, and molecular formulas for chemical compounds. Supports structure validation, identifier interconversion, and cheminformatics data preparation for drug discovery and chemical research workflows.

Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manuscripts, or ensuring consistent reference formatting. Automatically formats citations and bibliographies in 1000+ academic styles. Ensures reference accuracy, completeness, and compliance with journal requirements. Supports batch conversion and integration with reference managers.

Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling missing values in clinical studies, detecting outliers in lab results, or converting raw CRF data to CDISC format. Cleans and standardizes clinical trial data for regulatory compliance with audit trails.

IoT monitoring simulation to predict CO2 tank depletion and prevent weekend gas outages in cell culture facilities. Monitors cylinder pressure, calculates consumption rates, and provides early warnings for timely replacement.

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or preparing code for sharing with collaborators. Transforms research code into publication-ready, reproducible workflows. Adds documentation, implements error handling, creates environment specifications, and ensures computational reproducibility for scientific publications.

Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens including viability screens and drug resistance/sensitivity studies.

Check image DPI and intelligently upscale low-resolution images using

Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications.

'Track and retrieve sample locations in -80°C freezers with hierarchical

Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes label layout.

Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.

Generate journal club slides with background, critique, and discussion.

Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.

Show journal impact factor and quartile trends over 5 years.

Extracts and summarizes key takeaways from documents, meeting notes, articles, and other text content. Use when the user asks for summaries, bullet points, main points, highlights, or a TL;DR of any document or body of text. Produces structured outputs such as numbered lists, executive summaries, and action items. Supports configurable output formats including JSON export for downstream use.

Converts complex medical abstracts into plain language summaries for.

Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes professional summaries, integrates healthcare keywords, and builds personal branding for medical careers.

Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.

Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Generates Mermaid flowchart code and visual diagrams for pathophysiological.

Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Audit medical device technical files against EU MDR 2017/745 regulations.

Transforms rough email drafts into polished, professional medical correspondence.

Convert physician verbal dictation into structured SOAP notes. Trigger.

Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.

Use meeting minutes for other workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Batch extraction of experimental methods from multiple papers for protocol.

Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.

Generate 3D animation scripts and lay explanations for drug mechanisms.

Generate publication-quality sequence logos for DNA or protein motifs.

Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.

Generate NIH Biosketch documents compliant with the 2022 OMB-approved.

Draft professional follow-up emails to contacts made at conferences - not too pushy, but memorable.

Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps researchers locate legitimate open access venues and avoid publication scams.

Check if referenced bioinformatics software/code licenses allow commercial use (GPL vs MIT, etc.).

Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.