Development skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

Lightweight Implementation Analysis Protocol

This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis.

498 repo starsObserved in 2 repos
Development
GitHub

linux-filesystem

Filesystem operations within workspace boundaries

498 repo starsObserved in 2 repos
Development
GitHub

literal-string

C# Literal string을 const string으로 사전 정의하여 사용하는 패턴

498 repo starsObserved in 2 repos
Development
GitHub

ln-711-npm-upgrader

Upgrades npm/yarn/pnpm dependencies with breaking change handling

498 repo starsObserved in 2 repos
Development
GitHub

ln-775-api-docs-generator

Configures Swagger/OpenAPI documentation for backend APIs. Use when adding interactive API docs to a project.

498 repo starsObserved in 2 repos
Development
GitHub

load-architecture-context

Load architecture principles and core conventions for grounding work against project standards - simple context loading for all workflow stages

498 repo starsObserved in 2 repos
Development
GitHub

load-architecture-context-into-window

Load architecture principles and core conventions for grounding work against project standards - simple context loading for all workflow stages

498 repo starsObserved in 2 repos
Development
GitHub

load-data

Load data into MotherDuck from local files, object storage, HTTPS, dataframes, or external databases. Use when choosing a MotherDuck-specific ingestion path, especially CTAS and INSERT...SELECT, bulk loading, secrets, and Postgres-endpoint versus DuckDB-client tradeoffs.

498 repo starsObserved in 2 repos
Development
GitHub

local-llm-fine-tuning

Guides users through the process of preparing datasets and fine-tuning local Large Language Models (LLMs) using techniques like LoRA and QLoRA.

498 repo starsObserved in 2 repos
Development
GitHub

localsetup-agentlens

Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understanding code structure.

498 repo starsObserved in 2 repos
Development
GitHub