software-architecture

Guides system-level architecture decisions from business drivers through boundaries, tradeoffs, runtime behavior, evolution, evidence, and architecture reviews.

magnus919/agent-skills ★ 88
software architecture architecture design distributed systems modularity

digital-twin

Guides agents in designing, evaluating, governing, operating, evolving, and retiring digital twins and federated twin universes with synchronization, simulation, authority, and li…

magnus919/agent-skills ★ 88
digital twins digital thread simulation predictive maintenance

langgraph

Helps design, implement, evaluate, debug, and deploy stateful multi-agent workflows with LangGraph, including supervisor, swarm, hierarchical, persistence, subgraph, and human-in-…

magnus919/agent-skills ★ 88
langgraph multi-agent agent orchestration stateful workflows

electronics

Guides agents in designing, reviewing, prototyping, measuring, and troubleshooting electronic circuits using component evidence, worst-case analysis, interface contracts, and stag…

magnus919/agent-skills ★ 88
electronics circuit design analog digital

migration-engineering

Guides agents through safe cross-system migrations involving data, schemas, interfaces, infrastructure, and service ownership, using compatibility windows, dual-running, reconcili…

magnus919/agent-skills ★ 88
migration data migration schema migration api migration

supabase

Guides agents in developing, testing, deploying, and administering managed or self-hosted Supabase projects, including migrations, RLS, client types, services, backups, upgrades, …

magnus919/agent-skills ★ 88
supabase postgres database migrations row-level security

pydanticai

Helps build type-safe Python AI agents and graph-based workflows with PydanticAI and PydanticGraph, including tools, dependency injection, structured output, streaming, multi-agen…

magnus919/agent-skills ★ 88
python pydanticai pydanticgraph ai agents

hugo-theme

Helps agents build, customize, and debug Hugo themes, including templates, asset pipelines, shortcodes, render hooks, content organization, performance, SEO, accessibility, and CI…

magnus919/agent-skills ★ 88
hugo themes templates asset pipeline

multi-tenant-saas-architecture

Guides agents in designing and reviewing multi-tenant SaaS architectures, covering tenant semantics, system planes, isolation choices, onboarding, entitlements, billing handoffs, …

magnus919/agent-skills ★ 88
multi-tenant saas control-plane application-plane

react

Enables agents to diagnose, design, implement, and verify React and Vite applications, including component architecture, state flow, accessible responsive UI, routing, hooks, and …

magnus919/agent-skills ★ 88
react jsx tsx vite

software-architecture-analysis

Reverse-engineers existing codebases to document architecture, data flow, privacy, coupling, quality characteristics, feature surfaces, and clean-room redesign or migration requir…

magnus919/agent-skills ★ 88
reverse-engineering software architecture codebase analysis clean-room design

api-design-and-evolution

Helps agents design, document, review, govern, and evolve REST, GraphQL, RPC, event, webhook, and streaming interfaces, including contracts, compatibility, failures, and migration…

magnus919/agent-skills ★ 88
api design rest graphql rpc

waiting-list

Design and implement waiting-list portals by selecting the right queue or allocation pattern, defining state and consent flows, adding abuse controls, and integrating verification…

magnus919/agent-skills ★ 88
waitlist queues early access virtual waiting room

bmad

Provides a harness-agnostic protocol for converting human intent into bounded, inspectable, resumable agent work with classification, durable contracts, review triage, failure rou…

magnus919/agent-skills ★ 88
bmad agentic engineering intent contracts work classification

spec-driven-development

Design and run a gated software development pipeline where structured specifications drive AI implementation, verification, quality reviews, non-functional requirements, and deliv…

magnus919/agent-skills ★ 88
spec-driven development ai software factory quality gates gherkin

fpga-development

Guides agents in specifying, implementing, simulating, reviewing, and verifying synthesizable FPGA RTL, including interfaces, clocks, resets, CDC, timing constraints, resource tra…

magnus919/agent-skills ★ 88
fpga rtl hdl verilog

agent-skills

Guides agents in creating, reviewing, editing, and implementing Agent Skills-format skills, including metadata, directory structure, progressive disclosure, evaluations, discovery…

magnus919/agent-skills ★ 88
agent-skills skill-format skill-authoring skill-review

ascii-city-engine

Guides agents in building portable first-person colored ASCII city engines, defining city-provider contracts, ingesting public GIS data, and validating small reproducible city pac…

magnus919/agent-skills ★ 88
ascii rendering city engine gis procedural worlds

web-accessibility

Guides agents in designing, implementing, and reviewing accessible web interfaces using native semantics, keyboard and focus behavior, forms, responsive input, motion consideratio…

magnus919/agent-skills ★ 88
accessibility a11y wcag aria

langchain

Helps build and compare LangChain-based LLM applications, including LCEL chains, RAG pipelines, tool-using agents, framework integrations, deployment, and observability.

magnus919/agent-skills ★ 88
langchain llm lcel rag

llamaindex

Guides agents in building LLM applications with LlamaIndex, including RAG pipelines, agent workflows, knowledge graphs, evaluation, observability, deployment, and framework compar…

magnus919/agent-skills ★ 88
llamaindex rag llm agents

implementation-planning

Turns an approved requirement or specification into an executable delivery plan with work breakdown, dependencies, ownership, sequencing, rollout, rollback, recovery, and verifica…

magnus919/agent-skills ★ 88
implementation planning delivery planning work breakdown dependency mapping

neckbeard

Guides agents through non-trivial software changes using staged discovery, design, implementation, review, verification, release gates, specialist routing, and an evidence ledger.

magnus919/agent-skills ★ 88
sdlc software delivery change management verification

opensource-contributions

Guides AI agents through open source contributions, including reading project conventions, filing issues, preparing pull requests, handling reviews, monitoring CI, and following r…

magnus919/agent-skills ★ 88
open source contributing github pull requests

esp32-development

Guides agents through ESP32 board identification, framework selection, firmware development, flashing, peripheral integration, debugging, recovery, OTA, and production security pl…

magnus919/agent-skills ★ 88
esp32 embedded systems firmware esp-idf

ml-engineering

Guides production machine learning work including fine-tuning, evaluation, quantization, deployment planning, model lineage, drift response, and regression triage.

magnus919/agent-skills ★ 88
machine learning mlops fine-tuning evaluation

vercel-eve

Guides agents in building, deploying, self-hosting, securing, and troubleshooting durable backend AI agents with Vercel Eve.

magnus919/agent-skills ★ 88
vercel eve ai agents durable workflows node.js

vite

Helps AI agents inspect, diagnose, configure, and build Vite projects, including environment variables, plugins, dev servers, asset paths, production output, and deployment bounda…

magnus919/agent-skills ★ 88
vite frontend build tooling javascript

dspy

Build and optimize programmatic prompt systems with Stanford DSPy using typed signatures, modules, optimizers, compilation, caching, and evaluation.

magnus919/agent-skills ★ 88
dspy prompt optimization llm prompt programming

crewai

Guides agents in building CrewAI role-based multi-agent systems with agent and task design, sequential or hierarchical crews, tools, callbacks, memory, flows, and deployment consi…

magnus919/agent-skills ★ 88
crewai multi-agent orchestration agent design