game-loop
Fixed timestep game loop with interpolation for frame-rate independent physics. Separates physics updates from rendering, prevents spiral of death, and…
Skills
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Updated 11-12 00:15
General & other
53,791 results
job-state-machine
Async job processing with validated state transitions, progress tracking, and asset linking. Ensure jobs always reach terminal states with proper error…
context-setup
Install context files from registry. Use when user runs /install-context, says "install context", "setup context", or when context is missing and the user…
parallel-execution
Use when multiple subtasks have no shared files or dependencies and can be executed simultaneously.
verification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs — requires running verification commands and confirming output…
kepner-tregoe-analysis
Conduct Kepner-Tregoe (KT) Problem Solving and Decision Making (PSDM) analysis using the four rational processes - Situation Appraisal, Problem Analysis,…
shopify-functions
Build backend logic with Shopify Functions. Use this skill for creating custom discounts, delivery customization, payment customization, cart and checkout…
mode-blueprint
Converts approved vision+context into detailed technical blueprint and approval checkpoint.
mode-contract
Scope lock mode that formalizes in-scope, out-of-scope, stack lock, and done criteria.
setup-ai-workspace
Configure a repository for AI-assisted work: task tracking, ticket conventions, and triage roles. Use when the user asks to set up or reconfigure the AI…
storybook
Install and use Storybook for developing UI components in isolation. Covers CSF (Component Story Format), colocated stories in system/ directory, installation…
fix-ci
Find failing PR checks, inspect logs or external check links, and apply focused fixes
deepchem
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive…
deeptools
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq…
diffdock
DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual…
etetoolkit
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for…
geniml
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec,…
ginkgo-cloud-lab
Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation…
glycoengineering
Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated…
matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and…
pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…
pytorch-lightning
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement…
qiskit
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization…
what-if-oracle
Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order). Use when the user…