community-feed
Social feed with batch queries, cursor pagination, trending algorithms, and engagement tracking. Efficient database queries for infinite scroll feeds.
Skills
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Updated 11-11 00:16
General & other
53,731 results
geographic-clustering
Grid-based geographic clustering with O(n) performance, medoid finding for map markers, and multi-factor risk scoring from event density, sentiment, and…
oce-geo-coordination
Portfolio mapping and model coordination in OpenConstructionERP: the 3D geo hub (Cesium), the coordination hub with clash AI, and geo-anchored projects. Use…
ux-mobile
Apply medium-specific UX reasoning for MOBILE (phone) applications: touch input, small screen, one-handed use, single-surface focus. Use alongside…
command-discipline
Run shell commands bare — no decorative echo headers ("=== X ==="), no echo-then-cmd chains, no trailing "echo done". Use the Bash tool's description field for…
workos-to-descope
Use this skill whenever anyone asks about migrating from WorkOS to Descope — whether they're a developer doing it themselves or a technical lead evaluating the…
ai-migration-operating-model
Run a code migration (language port, framework/SDK upgrade, service rewrite) as an operating model — rulebook + queues + reviewers + objective verification —…
knowledge-gardener
Keep Open Knowledge Format (OKF v0.1) knowledge bundles alive: sweep one or more knowledge roots, detect subjects whose pinned sources have drifted, drive…
import-todos
Discover TODO/FIXME comments in the codebase and convert selected ones into task files. Use when the user wants to turn code TODOs into tracked tasks.
next-task
Get the next recommended task to work on. Use when the user asks what to work on next or needs a task assignment.
biomni
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use…
cirq
Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum…
deeptools
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq…
get-available-resources
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs,…
medchem
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and…
molfeat
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular…
qiskit
Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms, simulations, or…
torch-geometric
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for…
torchdrug
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis,…
transformers
This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use…
journal
[Utilities] Use when recording an engineering journal entry — capture decisions, blockers, lessons, or progress notes during work.
core-lifecycle
Enforces the six-step lifecycle with mandatory checkpoints and transition criteria.
mode-migrate
Migrate mode for upgrading dependencies, migrating to new versions or stacks. Use when user requests version upgrades or stack migrations. Creates detailed…
mode-xray
Codebase xray mode for handover, onboarding, and technical debt visibility.