Development

LibAFL is a modular fuzzing library for building custom fuzzers. Use for advanced fuzzing needs, custom mutators, or non-standard fuzzing targets.

LibAFL is a modular fuzzing library for building custom fuzzers. Use for advanced fuzzing needs, custom mutators, or non-standard fuzzing targets.

LG Innotek MPN encoding patterns, LED suffix decoding, and handler guidance. Use when working with LG LEDs, camera modules, automotive components, or LGHandler.

Control LG smart appliances via ThinQ API. Use when user asks about their fridge, washer, dryer, AC, or other LG appliances. Supports checking status, changing temperature, toggling modes (express, eco), and monitoring door status.

Queries Chilean legislation from the Biblioteca del Congreso Nacional using SPARQL and Linked Data. Use when searching for Chilean laws, decrees, regulations, congressional information, or when user mentions specific Chilean legal codes.

Builds all detected projects and verifies successful compilation

Configures CORS policy for development and production

Configures global exception handling middleware

Coordinates logging, error handling, CORS, health checks, and API docs

Configures Husky, lint-staged, commitlint, and Python pre-commit

Configures ESLint, Prettier, Ruff, and .NET analyzers

Coordinates linters, pre-commit hooks, and test infrastructure setup

Configures environment variables and secrets protection

Removes all Replit artifacts from exported projects (configs, packages, code comments)

Generates .NET Clean Architecture backend structure from entity definitions

Restructures React frontend from monolith to component-based architecture

Coordinates project structure migration to Clean Architecture

Upgrades npm/yarn/pnpm dependencies with breaking change handling

Orchestrates full project bootstrap from Replit export to production-ready structure

Dead code & legacy audit worker (L3). Checks unreachable code, unused imports/variables/functions, commented-out code, backward compatibility shims, deprecated patterns. Returns findings.

Build health audit worker (L3). Checks compiler/linter errors, deprecation warnings, type errors, failed tests, build configuration issues. Returns findings with severity (Critical/High/Medium/Low), location, effort, and recommendations.

Security audit worker (L3). Scans codebase for hardcoded secrets, SQL injection, XSS, insecure dependencies, missing input validation. Returns findings with severity (Critical/High/Medium/Low), location, effort, and recommendations.

Coordinates 9 specialized audit workers (security, build, architecture, code quality, dependencies, dead code, observability, concurrency, lifecycle). Researches best practices, delegates parallel audits, aggregates results into single Linear task in Epic 0.

Orchestrates Story tasks. Prioritizes To Review -> To Rework -> Todo, delegates to ln-401/ln-402/ln-403/ln-404, hands Story quality to ln-500. Metadata-only loading up front.