db-specialized-fit
Specialized-engine fitness (M20) — checks whether a vector, time-series/OLAP, graph, or search store is configured correctly for its job. M20a vector…
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Updated 11-05 00:16
53,583 results
Specialized-engine fitness (M20) — checks whether a vector, time-series/OLAP, graph, or search store is configured correctly for its job. M20a vector…
Diagnose and, after approval, repair a repository's local `.woostack/` workspace health with canonical GitHub policy validation.
Public standalone requirements exploration that turns a goal or existing specification into a focused, decision-complete specification, filling routine…
Manage the full lifecycle of CloudRobo assets — query repositories and catalogs, create/list/show/update/delete assets and versions, batch-delete, tag…
Format a finalized Chinese long-form article into WeChat Official Account rich text suitable for mobile browsing, generate a copyable preview, create or update the Official Account draft after the user explicitly requests writing to the draft box, and read it back to verify the title, cover, body, empty paragraphs, byline, and Chinese encoding. Use for "reformat for the Official Account," "push this to the WeChat Official Account draft box," "update an existing WeChat draft," "the Official Account layout is too monotonous or has extra blank lines," or "recover a failed draft update." Prefer updating the article…
Diffusion-based docking that predicts protein-ligand poses without a predefined site. Use for blind docking, when traditional docking fails, or exploring…
Molecular featurization hub (100+ featurizers) for ML. SMILES to fingerprints (ECFP, MACCS, MAP4), descriptors (RDKit 2D, Mordred), pretrained embeddings…
Create mermaid sequence diagram creator operations. Auto-activating skill for Visual Content. Triggers on: mermaid sequence diagram creator, mermaid sequence…
Complete fal.ai optimization system. PROACTIVELY activate for: (1) Queue vs run performance, (2) Parallel request batching, (3) Streaming for real-time UI, (4)…
Prepare for Chinese wealth management client meetings with performance summaries, talking points, and relationship context. Adapted from the original…
Competitive landscape analysis for A-share companies and Chinese industries. Maps competitors, compares positioning, and assesses relative strengths. Adapted…
When the user wants to manage regulatory compliance, ensure supply chain adherence to standards, or navigate trade regulations. Also use when the user mentions…
Home Assistant entity and domain management. Use when working with entity IDs, device classes, template entities, groups, or domain-specific attribute…
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq…
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs,…
Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation…
Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated…
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and…
Full-featured computational pathology toolkit. Use for advanced WSI analysis including multiplexed immunofluorescence (CODEX, Vectra), nucleus segmentation,…
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified…
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization…
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D…