astronomy-physics
25
astronomer
Astronomer integration. Manage data, records, and automate workflows. Use when the user wants to interact with Astronomer data.
membranedev
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
astronomy-physics
25
gravity-forms
Gravity Forms integration. Manage Forms. Use when the user wants to interact with Gravity Forms data.
membranedev
research
astronomy-physics
25
google-cloud-vision
Google Cloud Vision integration. Manage Images. Use when the user wants to interact with Google Cloud Vision data.
membranedev
research
lab-tools
25
people-data-labs
People Data Labs integration. Manage Persons, Companies. Use when the user wants to interact with People Data Labs data.
membranedev
research
lab-tools
25
labsmobile
LabsMobile integration. Manage SMSes, Contacts, Groups. Use when the user wants to interact with LabsMobile data.
membranedev
research
lab-tools
25
lambdatest
Lambdatest integration. Manage data, records, and automate workflows. Use when the user wants to interact with Lambdatest data.
membranedev
research
lab-tools
25
experiment-loop
Run the full experiment lifecycle — design, sanity check, full sweep, synthesize, and claim review. Given a hypothesis, proposes sweep matrix, runs the experiment, generates artifacts, and updates the research log.
swarm-ai-safety
research
lab-tools
25
recipe-quality-audit
Audit NVCA recipe quality: check file inventory, metadata schema, field-to-replacement coverage, ambiguous keys, smart quotes, test fixtures, and fill quality. Produces a structured scorecard per recipe with maturity tier classification. Use when user says "audit recipe quality," "check recipe coverage," "recipe scorecard," or "NVCA recipe quality."
open-agreements
research
scientific-computing
25
json-transformer
Transform, manipulate, and analyze JSON data structures with advanced operations.
CuriousLearner
research
scientific-computing
25
clinical-research-pitfalls
Avoid common methodological mistakes in clinical research with EHR databases. Covers immortal time bias, information leakage, selection bias, and other critical pitfalls.
hannesill
research
scientific-computing
25
clinical-research-analysis-framework
Guided workflow for statistical and ML analysis of clinical data. Use when planning or executing research analyses on MIMIC, eICU, or similar EHR data. Ensures methodological rigor through structured consultation, assumption checking, and stepwise execution with audit trails.
hannesill
research
scientific-computing
25
equiflow
Generate equity-focused cohort selection flow diagrams. Tracks demographic, socioeconomic, and outcome variables at each exclusion step and calculates SMD to detect selection bias. Use for cohort construction, CONSORT-style diagrams, or bias detection in clinical ML/research.
hannesill
research
scientific-computing
25
signal-sciences
Signal Sciences integration. Manage data, records, and automate workflows. Use when the user wants to interact with Signal Sciences data.
membranedev
research
scientific-computing
25
mimic-eicu-mapping
Map equivalent concepts between MIMIC-IV and eICU databases. Use for multi-database studies, external validation, or understanding structural differences between databases.
hannesill
research
scientific-computing
25
particles-lifecycle
Particle lifecycle management—emission/spawning, death conditions, object pooling, trails, fade-in/out, and state transitions. Use when particles need birth/death cycles, continuous emission, trail effects, or memory-efficient recycling.
tanepiper
research
scientific-computing
24
research-analyst
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis, and report creation with focus on delivering actionable intelligence that drives informed decision-making.
zenobi-us
research