computational-chemistry
4K
mnemonic-generator
Create memory aids for anatomy and pharmacology
openclaw
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
computational-chemistry
4K
open-source-license-check
Check if referenced bioinformatics software/code licenses allow commercial use (GPL vs MIT, etc.).
openclaw
research
computational-chemistry
4K
patent-claim-mapper
Use when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. Compares patent claims against product features for biotech and pharmaceutical IP assessment.
openclaw
research
computational-chemistry
4K
protein-docking-configurator
Prepare input files for molecular docking software, automatically determine Grid Box center and size. Supports AutoDock Vina, AutoDock4, and other mainstream docking tools.
openclaw
research
computational-chemistry
4K
protein-struct-viz
Generate PyMOL scripts to highlight specific protein residues in PDB structures. Use this skill when the user needs to visualize specific amino acid residues, create publication-quality protein images, or highlight functional sites in protein structures.
openclaw
research
computational-chemistry
4K
reagent-expiry-alert
Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.
openclaw
research
computational-chemistry
4K
serial-dilution-calculator
Generate qPCR/ELISA dilution protocols with precise pipetting steps
openclaw
research
computational-chemistry
4K
variant-pathogenicity-predictor
Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.
openclaw
research
lab-tools
4K
ml-experiment-tracker
Plan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model training to standardize tracking-ready experiment definitions.
openclaw
research
lab-tools
4K
prompt-ab-lab
Design, log, compare, and score prompt experiments so users can systematically improve outputs instead of guessing.
openclaw
research
lab-tools
4K
iterative-code-evolution
Systematically improve code through structured analysis-mutation-evaluation loops. Adapted from ALMA (Automated meta-Learning of Memory designs for Agentic systems). Use when iterating on code quality, optimizing implementations, debugging persistent issues, or evolving a design through multiple improvement cycles. Replaces ad-hoc "try and fix" with disciplined reflection, variant tracking, and principled selection of what to change next.
openclaw
research
lab-tools
4K
libby-book-monitor
Track book availability on Libby/OverDrive libraries. Search library catalogues, manage a watchlist, and get notified when books are added. Use for "libby", "check libby", "libby watchlist", "is book on libby", "book available", "overdrive", "library catalogue", "ספרייה", "ספרים".
openclaw
research
lab-tools
4K
adaptive-trial-simulator
Design and simulate adaptive clinical trials with interim analyses, sample size re-estimation, and early stopping rules. Evaluate Type I error control, power, and expected sample size via Monte Carlo simulation before trial initiation.
openclaw
research
lab-tools
4K
alumni-career-tracker
Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students and postdocs. Tracks industry vs academia distribution, identifies career pathways, and generates personalized recommendations based on degree level and research interests.
openclaw
research
lab-tools
4K
arrive-guideline-architect
Generate ARRIVE 2.0 compliant animal research protocols with structured experimental design, sample size calculations, and reporting checklists. Ensures transparency, reproducibility, and ethical compliance in in vivo studies.
openclaw
research
lab-tools
4K
chemical-storage-sorter
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.
openclaw
research
lab-tools
4K
clinical-data-cleaner
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.
openclaw
research
lab-tools
4K
clinicaltrials-gov-parser
Monitor and summarize competitor clinical trial status changes from ClinicalTrials.gov. Trigger: When user asks to track clinical trials, monitor trial status changes, get updates on specific trials, or analyze competitor trial activities. Use cases: Pharma competitive intelligence, trial monitoring, status tracking, recruitment updates, completion alerts.
openclaw
research
lab-tools
4K
co2-tank-monitor
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.
openclaw
research
lab-tools
4K
eln-template-creator
Generate standardized experiment templates for Electronic Laboratory Notebooks
openclaw
research
lab-tools
4K
equipment-maintenance-log
Track lab equipment calibration dates and send maintenance reminders for pipettes, balances, centrifuges, and other instruments. Validates date formats and supports update/delete operations.
openclaw
research
lab-tools
4K
equipment-maintenance-log
Track lab equipment calibration dates and send maintenance reminders
openclaw
research
lab-tools
4K
freezer-sample-locator
Track and retrieve sample locations in -80°C freezers with hierarchical storage organization. Trigger conditions: - User needs to record sample storage positions (freezer ID, level, rack, box, grid position) - User requests to search samples by name, project, date, or location - User requires sample inventory management and export functionality Input: Sample metadata (name, project, quantity) and storage coordinates Output: Structured sample location records with search and export capabilities Success criteria: - Accurate position recording without conflicts - Fast search and retrieval (<1 second for 1000+ samples) - Data integrity maintained across operations - Export in multiple formats (JSON, CSV) Risk level: MEDIUM (Script execution with file system access) Technical difficulty: INTERMEDIATE Version: v1.0 Owner: 研发部 Last updated: 2026-02-06
openclaw
research