io.github.NeverSight/learn-skills.dev/cs-refactor-ff

refactor 流程的超轻量通道——直接识别 1-3 条低风险优化、一次确认、原地改、跑测试自证。触发：用户说"快速重构"、"小重构"、"简单优化下 XX 函数"、"别那么多步骤"，且改动在单函数 / 单组件局部、有测试可自证。

io.github.redis/RedisInsight/backend

NestJS backend development patterns for the RedisInsight API: module structure, services, controllers, DTOs, dependency injection, and error handling. Use when editing any file under redisinsight/api/**, writing or modifying NestJS modules, controllers, services, DTOs, providers, or when the user mentions the backend, API, or NestJS.

io.github.github/awesome-copilot/github-release

Guides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog formatting automatically.

io.github.awslabs/agentcore-samples/pdf

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

io.github.InsForge/InsForge/backend

Use this skill when contributing to InsForge's backend package. This is for maintainers editing backend routes, services, providers, auth, database logic (including RLS-enforced surfaces like storage and realtime), schedules, or backend tests in the InsForge monorepo.

io.github.pydantic/pydantic-ai/testing-skill

Record, rewrite, and debug VCR cassettes for HTTP recordings. Use when running tests with --record-mode, verifying cassette playback, or inspecting request/response bodies in YAML cassettes.

io.github.patternfly/ai-helpers/css-var-analyzer

Analyze --pf- CSS custom property usage and naming patterns in PatternFly SCSS. Use when auditing variable definitions, debugging missing tokens, or finding unused custom properties.

io.github.first-fluke/fullstack-starter/oma-backend

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

io.github.mckinsey/vizro/designing-vizro-layouts

Use this skill when designing or building Vizro dashboard layouts — grid configuration, component sizing, filter/parameter placement, selector types, or container patterns. Activate when the user is creating wireframes, defining page structure, placing controls, or sizing charts.

io.github.NeverSight/learn-skills.dev/backend-patterns

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

io.github.NeverSight/learn-skills.dev/mobile-shader-optimization

GPU architecture, precision types, fillrate, overdraw, baked lighting, and LOD optimization for Unity mobile/WebGL shaders

io.github.NeverSight/learn-skills.dev/mobile-post-processing

Single-pass post-processing, URP Renderer Features, and mobile-safe screen effects for Unity

io.github.meteor/meteor/testing

Use when writing tests, debugging test failures, running the test suite, or setting up test infrastructure. Covers self-test, package tests, and modern E2E tests.

io.github.maximhq/bifrost/api-validator

Scan Bifrost HTTP controllers/handlers/integrations and validate OpenAPI API coverage, route methods/paths, parameters, request/response docs, and auth/security information. Use when asked to audit missing or incorrect APIs, compare controllers against docs/openapi, validate auth information, or fix API documentation drift. Invoked with /api-validator [scope] [--fix].

io.github.aristoteleo/PantheonOS/database_access

Skills for querying and downloading data from genomic, transcriptomic, 3D-genome, and cancer-genomics databases. Covers programmatic access to public repositories, gene annotation, sequence retrieval, processed functional-genomics tracks, Hi-C / Micro-C contact matrices, TCGA-style cohorts, and large-scale single-cell data.

io.github.tallesborges/zdx/automations

Create, edit, validate, and test ZDX automations stored in `$ZDX_HOME/automations/*.md`. Use when users ask to add or modify automation files, recurring jobs, scheduled prompts, or YAML-frontmatter automation definitions.

io.github.wellwelwel/poku/testing

Testing deep-dive for poku covering test structure, commands, patterns, fixtures, utils, Docker compatibility, and coverage. Use when writing, organizing, or running tests, adding fixtures, or working on coverage.

io.github.SRombauts/SQLiteCpp/sqlitecpp-troubleshooting

Diagnose SQLiteCpp build, linker, compiler, and sqlite3 integration issues.

io.github.SRombauts/SQLiteCpp/sqlitecpp-testing-practices

GoogleTest patterns and testing practices for SQLiteCpp test coverage and structure.

io.github.SRombauts/SQLiteCpp/sqlitecpp-doxygen-guide

SQLiteCpp Doxygen standards and templates for public API docs and file headers.

io.github.videojs/v10/refactor-behavior

Refactor an existing SPF behavior using purpose-first discipline. Forces articulation of the behavior's purpose and business rules before code analysis, then maps to the documented patterns in internal/design/spf/conventions/. Triggers: "refactor behavior", "refactor this behavior", "clean up behavior", "apply conventions to behavior", "review behavior for refactor".

io.github.cursor/community-plugins/add-cursor-ambassador

Adds Cursor Directory ambassador badges by name or email via Supabase. Resolves the person and sets users.is_ambassador. Use when the user asks to add, grant, or promote an ambassador, ambassador badge, or Cursor Ambassador.

io.github.TeamWiseFlow/wiseflow/browser-guide

Best practices for using the managed browser — handling login walls, CAPTCHAs, lazy-loaded content, paywalls, and tab cleanup.

io.github.webiny/webiny-js/api-bundle-size-limit

Covers how to configure the maximum allowed size of the Webiny API Lambda bundle using the Infra.Api.MaxBundleSize extension in webiny.config.tsx. Use when a project's API bundle exceeds the default 4.5 MB limit or when you want to enforce a stricter limit. Handles the extension syntax, byte calculations, and interpreting the build error message.