alterlab-pydeseq2
Run differential gene expression analysis on bulk RNA-seq count matrices with PyDESeq2, the Python port of DESeq2 — size-factor normalization, dispersion…
Skills
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Updated 10-28 00:17
Coding & development
38,418 results
alterlab-seaborn
Builds statistical plots with the seaborn Python library and pandas DataFrame integration, on attractive matplotlib-based defaults. Use for quick exploration…
ts-sdk-account
How to create and use Account (signer) in @aptos-labs/ts-sdk. Covers Account.generate(), fromPrivateKey(), fromDerivationPath(), Ed25519 vs SingleKey vs…
domain-driven-design
This skill should be used whenever domain modeling is taking place. It provides specialized guidance for type-driven and data-driven design based on Rich…
git-workflow
Automates the full PR lifecycle — create or update a pull request, then aggressively monitor CI checks and review feedback in a continuous loop, fixing…
coding
Performance-grounded code implementation, bug fixes, refactors, code reviews, and technical guidance. Covers hard cutovers, instrumentation, data layout,…
clean-code
Use when writing, editing, reviewing, testing, planning, or refactoring code in any language or framework; creating files or deciding where code and folders…
film-script-generator
AI screenplay/script writer for film and video. Use when: writing scripts, screenplays, dialogue, scenes, story beats, character development. Generates…
pre-merge
Primary pipeline review step after verified implementation. Use to create a PR with lineage and run architectural review before merge. Not for QA intake,…
spring-modulith
Spring Modulith for modular architecture in Spring Boot 3.x. Covers module structure, API vs internal packages, inter-module events, module…
build-cs-skill
CodeStable skill authoring and evolution protocol. Use when creating, refactoring, simplifying, or reviewing cs-* skills under plugins/codestable/skills or…
se-dev
High level overview of Space Engineers (version 1) related development. Start here to understand the ecosystem (game client, dedicated server, Pulsar,…
pr-feedback-classifier
Fetches and classifies PR review feedback with context isolation. Returns structured JSON with thread IDs for deterministic resolution. Use when analyzing PR…
dart-async-programming
Handle asynchronous operations safely using Futures and Streams.
dart-code-generation
Automate repetitive code tasks using the build_runner system.
openapi-documentation
OpenAPI documentation expert. Use for creating Swagger specifications, API schemas, and auto-generating documentation.
harmonyos-development
Use when developing, reviewing, debugging, or migrating HarmonyOS NEXT native apps with ArkTS, ArkUI, DevEco Studio, DevEco Code, DevEco CLI, Agent Framework…
port-feature
Use only to port, migrate, or rebuild a complete feature from a reference implementation into a target stack. Writes one gap map, suggests /grill-with-docs,…
backend-api-patterns
Backend and API implementation patterns for scalability, security, and maintainability. Use when building APIs, services, and backend infrastructure.
user-story-implementer
Implement or revise exactly one canonical GitHub Issue, satisfy and verify all acceptance criteria, and create or update its focused Pull Request. Use for a…
phaser-2d-arcade
Build mobile-first 2D browser games with Phaser 3 Arcade Physics
oma-backend
Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.
speckit-clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the…
architect-backend
Design, review, organize, and evolve scalable, secure, maintainable backend systems across any language, framework, runtime, database, API style, deployment…