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Development

Frameworks, languages, and architectural tools.

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framework-internals

31

firmware-review

Reviews Rust firmware code for the BVR (Base Vectoring Rover) with focus on safety-critical systems, CAN bus protocol compliance, motor control logic, state machine correctness, and embedded testing patterns. Use when reviewing BVR firmware changes, debugging actuator control, testing motor communication, validating safety mechanisms, checking async patterns, or evaluating control system modifications. Covers watchdog implementation, e-stop handling, rate limiting, VESC motor controller integration, and Tokio async runtime patterns.

ecto

development

frontend

31

javascript-fundamentals

Core JavaScript language features, patterns, and best practices including ES6+ syntax, async/await, closures, prototypes, and modern development patterns

manutej

development

frontend

31

vuejs-development

Comprehensive Vue.js development skill covering Composition API, reactivity system, components, directives, and modern Vue 3 patterns based on official Vue.js documentation

manutej

development

frontend

31

angular-development

Comprehensive Angular framework development covering components, directives, services, dependency injection, routing, and reactive programming based on official Angular documentation

manutej

development

frontend

31

responsive-design

Mobile-first responsive design covering fluid layouts, media queries, flexbox, grid, viewport units, and responsive images

manutej

development

frontend

31

react-development

Comprehensive React development with hooks, components, state management, context, effects, and performance optimization based on official React documentation

manutej

development

full-stack

31

depot-services-review

Reviews Rust microservices in the depot/ directory with focus on Axum web framework, SQLx database patterns, Docker deployment, and WebSocket communication. Use when reviewing depot service changes (discovery, dispatch, map-api, gps-status, mapper), adding new endpoints, modifying database schemas, implementing WebSocket protocols, or debugging service integration issues. Covers Tokio async patterns, REST/WebSocket API design, PostgreSQL migrations, error handling, health checks, and Docker multi-stage builds.

ecto

development

full-stack

31

nextjs-saas

Use when building multi-tenant SaaS with Next.js App Router and Supabase. Covers project structure, proxy pattern for auth, component patterns, state management, and Row-Level Security.

letta-ai

development

gaming

31

build-pmars

Guidance for building pMARS (portable Memory Array Redcode Simulator) from source. This skill should be used when tasked with compiling pMARS, building Core War simulators from source packages, or creating headless/non-X11 builds of legacy C software from Debian source packages.

letta-ai

development

gaming

31

regex-chess

Guidance for implementing chess move generation using only regular expressions. This skill applies to tasks requiring encoding game logic (chess, board games) into regex patterns, or more generally "compile-to-constraints" problems where complex business logic must be expressed in a limited formalism like regex. Use when the task involves generating legal moves, validating game states, or transforming position representations using pattern matching.

letta-ai

development

gaming

31

winning-avg-corewars

Guidance for developing CoreWars warriors that achieve target win rates against specific opponents. This skill should be used when tasks involve writing, optimizing, or debugging Redcode assembly warriors for the CoreWars programming game, particularly when win rate thresholds must be met against multiple opponents.

letta-ai

development

mobile

31

mobile-design

Mobile UX patterns, touch interactions, gesture design, mobile-first principles, app navigation, and mobile performance

manutej

development

package-distribution

31

pypi-server

Guidance for creating Python packages and serving them via a local PyPI server. This skill applies when tasks involve building Python packages (with pyproject.toml or setup.py), setting up local package repositories, or serving packages via HTTP for pip installation. Use when the goal is to create installable Python packages and make them available through a local index URL.

letta-ai

development

package-distribution

31

build-cython-ext

Guidance for building and installing Cython extension packages, particularly when resolving compatibility issues with modern Python and NumPy versions. This skill applies when installing legacy Cython packages, fixing NumPy 2.0 deprecation errors, resolving Python 3.x compatibility issues in extension modules, or troubleshooting Cython compilation failures. Use this skill for tasks involving setup.py with Cython extensions, deprecated NumPy type errors, or installing packages to system Python environments.

letta-ai

development

package-distribution

31

slim-changelog

Create and maintain human-readable changelogs for software projects using Keep a Changelog standards. Use when creating project changelogs, documenting releases, managing version history, or establishing transparent communication about software changes for users and contributors.

NASA-AMMOS

development

package-distribution

31

build-pmars

Guide for building pMARS (Portable Memory Array Redcode Simulator) and similar software from Debian/Ubuntu source packages. Use this skill when tasks involve enabling source repositories, downloading distribution source packages, removing X11/GUI dependencies, modifying Makefiles, diagnosing segmentation faults, and building headless versions of applications. Applies to Core War simulators and similar legacy software with optional graphics support.

letta-ai

development

package-distribution

31

pypi-server

Guide for setting up local PyPI servers to host and serve Python packages. This skill should be used when tasks involve creating a local PyPI repository, serving Python packages over HTTP, building distributable Python packages, or testing pip installations from a custom index URL.

letta-ai

development

package-distribution

31

slim-license

Detect project type and add appropriate NASA/Open Source licenses

NASA-AMMOS

development

package-distribution

31

build-pov-ray

Guidance for building POV-Ray (Persistence of Vision Raytracer) from source, particularly legacy versions like 2.2. This skill should be used when tasked with downloading, compiling, and installing POV-Ray from source archives. It covers handling legacy C code, compressed archive formats, build system navigation, and verification strategies for successful compilation.

letta-ai

development

scripting

31

modernize-scientific-stack

Guidance for modernizing legacy Python 2 scientific computing code to Python 3. This skill should be used when tasks involve converting outdated scientific Python scripts (using deprecated libraries like ConfigParser, cPickle, urllib2, or Python 2 syntax) to modern Python 3 equivalents with contemporary scientific stack (NumPy, pandas, scipy, matplotlib). Applies to data processing, analysis pipelines, and scientific computation modernization tasks.

letta-ai

development

scripting

31

cobol-modernization

Guidance for converting COBOL programs to modern languages (Python, Java, etc.) while preserving exact behavior and data format compatibility. This skill should be used when modernizing legacy COBOL applications, converting COBOL business logic to modern languages, or ensuring byte-for-byte output compatibility between COBOL and its replacement.

letta-ai

development

scripting

31

modernize-scientific-stack

Guide for modernizing legacy Python 2 scientific computing code to Python 3 with modern libraries. This skill should be used when migrating scientific scripts involving data processing, numerical computation, or analysis from Python 2 to Python 3, or when updating deprecated scientific computing patterns to modern equivalents (pandas, numpy, pathlib).

letta-ai

development

scripting

31

cancel-async-tasks

Guidance for implementing proper asyncio task cancellation with signal handling in Python. This skill applies when implementing concurrent task runners that need graceful shutdown, handling KeyboardInterrupt/SIGINT in asyncio contexts, or managing task cleanup when using semaphores for concurrency limiting. Use when tasks involve asyncio.gather, CancelledError handling, or cleanup of tasks that haven't started execution.

letta-ai

development

scripting

31

cancel-async-tasks

Guidance for implementing asyncio task cancellation with proper cleanup, especially for handling keyboard interrupts (Ctrl+C). This skill should be used when tasks involve asyncio cancellation, signal handling, or graceful shutdown of concurrent Python tasks.

letta-ai

development

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