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

Save up to 90% on Token costs. One agent explores, all agents benefit. Cloud-cached workflows with zero inference cost.

Cloud workflow cache for OpenClaw. Reduces token usage by reusing verified automation patterns.

分布式 AI 工作节点技能 - 连接星联(Skynet)调度系统，自动接单与执行任务

Save up to 90% on Token costs. One agent explores, all agents benefit. Cloud-cached workflows with zero inference cost.

Scrape blogs/essay sites and compile into Kindle-friendly EPUB with AI-generated cover. Use for requests to download blogs for Kindle, compile essays into ebook, or send blog archives to Kindle. Supports Paul Graham, Kevin Kelly, Derek Sivers, Wait But Why, Astral Codex Ten, and custom sites.

Document ETL, entity extraction, and relationship graphing engine. Convert 1,000+ file formats into searchable, structured data with automatic entity and relationship mapping.

Investigative intelligence — document search, entity extraction, and relationship graphing. Analyze document corpuses to find connections between people, organizations, and identifiers.

Query and control Aqara/Lumi Studio smart home devices and manage spaces via the Aqara Open Platform API (HTTP JSON). Use when the user asks to list Aqara devices, get device status, control lights/switches/sensors, or manage rooms/spaces. Requires AQARA_OPEN_API_TOKEN and AQARA_ENDPOINT_URL.

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

Transform lengthy academic papers into concise, structured 250-word abstracts

Compress academic abstracts to meet strict word limits while preserving

Disambiguate medical acronyms and abbreviations with context-aware full

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 CIOMS-compliant adverse event narratives for Individual Case

Analyze laboratory alumni career trajectories and outcomes to provide data-driven

Generate interactive anatomy quizzes for medical education with multiple

Convert medical textbook content, lecture notes, and study materials into

Humanize murine antibody sequences using CDR grafting and framework

Generate ARRIVE 2.0 compliant animal research protocols with structured

Convert written medical content into podcast or video scripts optimized

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.

Transform unstructured clinical input (dictation, transcripts, or rough

Map unstructured biomedical text to standardized ontologies (SNOMED CT.

Use when creating biotech pitch decks, translating scientific data for investors, preparing fundraising presentations, or developing investor Q&A. Transforms complex scientific and clinical data into compelling investor narratives for biotech fundraising.

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

Predict which early-stage biotechnology platforms (PROTAC, mRNA, gene

Calculate Body Mass Index (BMI) and Body Surface Area (BSA) for clinical

Calculate complex buffer recipes with precise measurements for molecular biology and biochemistry applications. Provides accurate mass/volume calculations, pH considerations, and step-by-step preparation instructions.

Sort chemicals by compatibility for safe laboratory storage. Prevents dangerous reactions by segregating incompatible chemicals (acids, bases, oxidizers, flammables) and provides storage recommendations compliant with safety regulations.

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 identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators through co-citation analysis. Maps citation networks to trace research evolution, identify influential papers, and discover hidden connections in scientific literature. Supports systematic reviews, bibliometric analysis, and research planning through comprehensive citation tracking.

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.

'Monitor and summarize competitor clinical trial status changes from

Detect copy number variations from whole genome sequencing data and generate publication-quality genome-wide CNV plots. Supports CNV calling, segmentation, and visualization for cancer genomics and rare disease analysis.

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.

Calculate temperature excursion risks for cold chain transport. Assesses route risk, packaging suitability, and monitoring requirements for biological samples and pharmaceuticals requiring controlled-temperature shipping.

Calculate cold chain transport risks

Auto-generates comparison tables for concepts, drugs, or study results

Monitor competitor clinical trial progress and alert on market risks

Uses analogies to explain complex medical concepts in accessible terms.

Adapt abstracts to meet specific conference word limits and formats

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

Use when planning conference schedules, optimizing session selection at scientific meetings, managing time between presentations, or maximizing networking at academic conferences. Creates personalized schedules balancing learning, networking, and career development for medical and scientific conferences.

Check for co-authorship conflicts between authors and suggested reviewers

Generates professional cover letters for journal submissions and job

Design CRISPR gRNA sequences for specific gene exons with off-target prediction and efficiency scoring. Trigger when user needs gRNA design, CRISPR guide RNA selection, or genome editing target analysis.