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scientific-computing
39

cobrapy

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

lingxling
lingxling
research
open
scientific-computing
39

neurokit2

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.

lingxling
lingxling
research
open
scientific-computing
39

database-lookup

Search 78 public scientific, biomedical, materials science, and economic databases via their REST APIs and return structured JSON results. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD, Exoplanet Archive), earth/environment (USGS, NOAA, EPA, OpenWeatherMap), chemistry/drugs (PubChem, ChEMBL, DrugBank, FDA, KEGG, DailyMed, ZINC, BindingDB), materials science (Materials Project, COD), biology/genomics (Reactome, BRENDA, UniProt, STRING, Ensembl, NCBI Gene, GEO, GTEx, PDB, AlphaFold, InterPro, ChEBI, BioGRID, Gene Ontology, QuickGO, NCBI Protein/Taxonomy, dbSNP, SRA, ENA, gnomAD, UCSC Genome, ENCODE, JASPAR, MouseMine, PRIDE, LINCS L1000, Human Protein Atlas, Human Cell Atlas, RummaGEO, Metabolomics Workbench, EMDB, Addgene), disease/clinical (COSMIC, Open Targets, ClinPGx, ClinicalTrials.gov, OMIM, ClinVar, GDC/TCGA, cBioPortal, DisGeNET, GWAS Catalog, Monarch, HPO), regulatory (FDA, USPTO, SEC EDGAR), economics/finance (FRED, BEA, BLS, Federal Reserve, World Bank, ECB, US Treasury, Alpha Vantage, Data Com

lingxling
lingxling
research
open
cli-tools
39

playwright

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.

lingxling
lingxling
tools
open
cli-tools
39

vercel-env-vars

Manage Vercel environment variables for OpenWork projects from the CLI, including linking the local app directory first. Triggers when user mentions: - "add a vercel env var" - "set a vercel env var" - "vercel environment variable"

different-ai
different-ai
tools
open
cli-tools
39

command-creator

Create OpenCode custom commands for repeatable tasks.

different-ai
different-ai
tools
open
domain-utilities
39

domain-model-knowledge

Provides knowledge about the domain model, entities, relationships, and business rules

pan94u
pan94u
tools
open
domain-utilities
39

dns

Manages DNS records, DDNS, and SSL certificates using ChatTool. Invoke when user wants to list domains, modify DNS records, or update certificates.

cubenlp
cubenlp
tools
open
domain-utilities
39

domain-name-brainstormer

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

lingxling
lingxling
tools
open
productivity-tools
38

process-mapping

Visualize and document current and future business processes. Identify inefficiencies, dependencies, and improvement opportunities through detailed process mapping and analysis.

aj-geddes
aj-geddes
tools
open
knowledge-base
38

technical-roadmap-planning

Create comprehensive technical roadmaps aligned with business goals. Plan technology investments, architecture evolution, and infrastructure improvements over quarters and years.

aj-geddes
aj-geddes
documentation
open
sales-marketing
38

gap-analysis

Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.

aj-geddes
aj-geddes
business
open
sales-marketing
38

competitor-analysis

Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.

aj-geddes
aj-geddes
business
open
sales-marketing
38

capacity-planning

Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.

aj-geddes
aj-geddes
business
open
debugging
38

technical-debt-assessment

Assess, quantify, and prioritize technical debt using code analysis, metrics, and impact analysis. Use when planning refactoring, evaluating codebases, or making architectural decisions.

aj-geddes
aj-geddes
tools
open
productivity-tools
38

flow-verifier

Verify plan consistency, generate summaries, maintain plan health. Use for review, verification, summaries, or plan maintenance. Mostly read-only with maintenance operations.

khgs2411
khgs2411
tools
open
health-fitness
38

maestro-workflow

Multi-LLM orchestration implementing the 5-stage coding workflow: Example Analysis → Hypothesis → Implementation → Debug Loop → Recursive Improvement. Based on "Towards a Science of Scaling Agent Systems" (Kim et al., 2025): - Centralized Consult architecture (Claude orchestrates, others advise) - Measured coordination (avoid MAS overhead in tool-heavy stages) - Tests-first selection (Poetiq pattern, not voting) Use when: Debugging complex issues, analyzing unfamiliar code, refactoring, or any task that benefits from diverse LLM perspectives with verification.

sionic-ai
sionic-ai
business
open
project-management
38

requirements-gathering

Systematically collect, document, and validate requirements from stakeholders. Ensure clarity, completeness, and agreement before development begins to reduce scope creep and rework.

aj-geddes
aj-geddes
business
open
cicd
38

release-planning

Plan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback procedures, and stakeholder communication for smooth deployments.

aj-geddes
aj-geddes
devops
open
project-management
38

project-estimation

Estimate project scope, timeline, and resource requirements using multiple estimation techniques including bottom-up, top-down, and analogous estimation methods for accurate project planning.

aj-geddes
aj-geddes
business
open
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