Development

Programming, frameworks, implementation, frontend, backend, and app development

skills in category: 70,058
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Showing 19,513–19,536 of 70,058 skills

Query EnsemblAQuery Ensembl for genomic data. Use when user asks about gene coordinates, genomic sequences, variants, gene structure, exons, transcripts, or species comparison. Triggers on "ensembl", "gene coordinates", "genomic location", "exon", "transcript", "variant location", "rsid", "rs number".developmentpythonapiVotes: 0GitHub stars: 8
Query ClinvarAQuery ClinVar for clinical variant significance. Use when user asks about variant pathogenicity, genetic variants, clinical significance, or disease-causing mutations. Triggers on "clinvar", "pathogenic", "variant significance", "clinical significance", "disease variant", "mutation pathogenicity".developmentpythongoVotes: 0GitHub stars: 8
PymcABayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.developmentpythonrustVotes: 0GitHub stars: 8
PylabrobotAVendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.developmentpythonrailsVotes: 0GitHub stars: 8
Pufferlib V3APufferLib 3.x reinforcement learning workflows for the Jun 2025 API generation. Use when working with pufferlib>=3.0,<4.0, the puffer CLI, pufferlib.pufferl training helpers, Ocean environments, PPO/PufferRL training, distributed torchrun runs, custom policies, vectorization, Gymnasium/PettingZoo wrappers, or migration from deprecated v1/v2 PufferLib code.developmentpythonbashVotes: 0GitHub stars: 8
Pufferlib V2APufferLib 2.x reinforcement learning workflows for the Dec 2024 API generation. Use when working with pufferlib>=2.0,<3.0, Puffer Ocean C environments, native PufferEnv/VecEnv-style vectorization, Gymnasium/PettingZoo compatibility wrappers, asynchronous sampling, or v2 training/evaluation migration from the deprecated v1 PuffeRL top-level API.developmentpythonbashVotes: 0GitHub stars: 8
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PsycholinguistAExpert-thinking profile for Psycholinguist (experimental / neurolinguistic / computational psycholinguistics): Reasons from incremental parsing, lexical access, and prediction; designs SPR, eyetracking, VWP, and ERP studies with SUBTLEX/CELEX/MRC norms, maximal LMEMs, and OSF preregistration while treating list effects, SAT, spillover, and N400/P600 over-interpretation as first-class failure modes.developmentpythonrustVotes: 0GitHub stars: 8
Protocolsio IntegrationAIntegration with protocols.io API for managing scientific protocols. Use when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.developmentpythongoVotes: 0GitHub stars: 8
ProtobufAUse when working with Protocol Buffer (.proto) files, buf.yaml, buf.gen.yaml, or buf.lock. Covers proto design, buf CLI, gRPC/Connect services, protovalidate constraints, schema evolution, and troubleshooting lint/breaking errors.developmenttypescriptpythonVotes: 0GitHub stars: 8
Plant BreederAExpert-thinking profile for Plant Breeder (field breeding / quantitative & molecular genetics / genomic selection / METs / cultivar release (DUS, UPOV/OECD)): Reasons from genetic variance, selection response (R = h²S), and breeding values through BLUP/GBLUP mixed models, multi-environment alpha-lattice trials with check cultivars, genomic selection validated within relatedness, and DUS/seed-certification standards, while treating linkage drag, G×E and G×management rank...developmentpythongoVotes: 0GitHub stars: 8
Phaser 2d GameAImplement 2D browser games with Phaser. Use when the user wants a Phaser, TypeScript, and Vite stack for scenes, gameplay systems, cameras, sprite animation, and DOM-overlay HUD patterns.developmenttypescriptshellVotes: 0GitHub stars: 8
Pharmaceutical Formulation ScientistAExpert-thinking profile for Pharmaceutical Formulation Scientist (formulation development / QbD-CMC / solid-state & dissolution / regulatory (ICH Q8, USP, Module 3.2.P)): Anchor every decision in the QTPP and critical quality attributes (CQAs): assay, Classify the API before choosing a technology path. Use BCS (solubility vs.developmentgoreactVotes: 0GitHub stars: 8
PennylaneAHardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch or JAX. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.developmentpythongoVotes: 0GitHub stars: 8
OpensrcAGive coding agents the actual source code of any dependency. `opensrc path <pkg>` shallow-clones a package at the right version and caches it locally, printing a path you can grep/read — for npm, PyPI, crates.io, and GitHub/GitLab/Bitbucket repos. Use when you need to read a library's real implementation (not just docs) to understand internals, verify behavior, find an undocumented API, debug a dependency, or check what changed between versions. Compose with ripgrep/cat/find.developmentpythonrustVotes: 0GitHub stars: 8
Openai Ads Conversions SetupAGuide Codex through instrumenting or extending repositories with OpenAI Ads Measurement Pixel and optional Conversions API (CAPI). Use when adding Ads conversion tracking, browser pixel events, server-side conversion events, event_id deduplication, CAPI secret placeholders, incremental conversion coverage, or validating Ads conversion setup. Applies to local repositories and PR review contexts; prioritize safe, reviewable diffs and never place API keys or secrets in source code or client bund...developmentjavascripttypescriptVotes: 0GitHub stars: 8
Obsidian CliAInteract with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.developmentjavascriptjavaVotes: 0GitHub stars: 8
Nvmolkit UsageAWrite code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF optimization, TFD, conformer RMSD, Butina clustering, and substructure search. Use when the user is importing `nvmolkit.*`, debugging an `nvmolkit` call, choosing between nvMolKit and RDKit for a batched cheminformatics workflow, or wiring nvMolKit results into a torch/numpy pipeline. Out of scope: bu...developmentpythongoVotes: 0GitHub stars: 8
Notion Spec To ImplementationATurn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.developmentgorailsVotes: 0GitHub stars: 8
Node Link And Diagram LayoutAChoose and apply automatic layout strategies for node-link diagrams and connected-node visuals. Use when the user asks how to auto-arrange nodes, reduce line crossings, route edges, avoid overlaps, stabilize layout, or choose graph-layout algorithms for network diagrams, dependency graphs, database schema diagrams, ERDs, state machines, decision trees, flow diagrams, box-and-line editors, or other line-connected nodes.developmenttypescriptrustVotes: 0GitHub stars: 8
NextjsANext.js App Router expert guidance. Use when building, debugging, or architecting Next.js applications — routing, Server Components, Server Actions, Cache Components, layouts, middleware/proxy, data fetching, rendering strategies, and deployment on Vercel.developmentjavascripttypescriptVotes: 0GitHub stars: 8
NeuroengineerAExpert-thinking profile for Neuroengineer (wet-lab / neural interfaces / chronic electrophysiology / translational regulatory): Reasons from electrode–electrolyte charge-density limits and foreign-body gliosis through Utah/Neuropixels chronic recording, EIS impedance spectroscopy, Kilosort3/MountainSort validation, FDA IDE pathways, and explant histology (GFAP/Iba1) while treating impedance drift, unvalidated auto-sort inflation, and...developmentpythongoVotes: 0GitHub stars: 8
Neo4j Nvl SkillANeo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser.developmentjavascripttypescriptVotes: 0GitHub stars: 8
NanotechnologistAExpert-thinking profile for Nanotechnologist (fabrication / integration / nanoscale devices & scale-up): Reasons from length-scale manufacturing limits, EUV/NIL/EBL patterning, DSA defectivity, and interface-controlled integration through CD- SEM/AFM/TEM metrology, SEMI E10 yield discipline, and ISO 80004/FDA nanomaterial reporting while treating SEM shrinkage, NIL residual-layer non-uniformity, overlay error, and...developmentpythonrustVotes: 0GitHub stars: 8
Modern TypescriptAModern TypeScript 5.x idioms — strict tsconfig (strict, noUncheckedIndexedAccess), the type system (unions/intersections, generics + constraints, narrowing, discriminated unions, unknown vs any, utility types, satisfies, as const, template-literal types), ESM & moduleResolution, and type-safe patterns (branded types, exhaustiveness). Use when configuring a tsconfig, writing or reviewing type-safe TypeScript, designing generics or a discriminated union, or decoding a tsc error.developmenttypescriptpythonVotes: 0GitHub stars: 8