ai
AI/ML Engineering
Build production AI systems with modern patterns and tools.
Quick Reference
The 2026 AI Stack
| Layer | Tool | Purpose |
|---|---|---|
| Prompting | DSPy | Programmatic prompt optimization |
| Orchestration | LangGraph | Stateful multi-agent workflows |
| RAG | LlamaIndex | Document ingestion and retrieval |
| Vectors | Qdrant / Pinecone | Embedding storage and search |
| Evaluation | RAGAS | RAG quality metrics |
| Experiment Tracking | MLflow / W&B | Logging, versioning, comparison |
| Serving | BentoML / vLLM | Model deployment |
| Protocol | MCP | Tool and context integration |
More from hyperb1iss/hyperskills
tui-design
This skill should be used when designing terminal user interfaces, creating TUI layouts, choosing TUI color schemes, implementing keyboard navigation, building terminal dashboards, or working with any TUI framework. Activates on mentions of TUI design, terminal UI, Ratatui layout, Ink components, Textual widgets, Bubbletea views, terminal color palette, keybinding design, panel layout, split panes, terminal dashboard, box-drawing characters, sparklines, progress bars, modal dialogs, focus management, or terminal accessibility.
712research
Use this skill when gathering knowledge at scale before making decisions - technology evaluation, SOTA analysis, codebase archaeology, competitive analysis, or any investigation requiring multiple sources. Activates on mentions of research, investigate, evaluate options, what's the best, compare alternatives, state of the art, deep dive, explore the landscape, or find out how.
573orchestrate
Use this skill when orchestrating multi-agent work at scale - research swarms, parallel feature builds, wave-based dispatch, build-review-fix pipelines, or any task requiring 3+ agents. Activates on mentions of swarm, parallel agents, multi-agent, orchestrate, fan-out, wave dispatch, research army, unleash, dispatch agents, or parallel work.
570brainstorm
Use this skill before any creative work - new features, architecture decisions, project inception, or design exploration. Activates on mentions of brainstorm, ideate, design session, explore options, what should we build, how should we approach, let's think about, new feature, new project, architecture decision, or design exploration.
544plan
Use this skill when decomposing complex work into structured tasks before implementation. Activates on mentions of write a plan, create a plan, break this down, task decomposition, implementation plan, what are the steps, plan the work, spec this out, or decompose this feature.
541codex-review
Use this skill for code reviews using the Codex CLI from a Claude-hosted session. Activates on mentions of codex review, code review with codex, codex check, gpt review, codex exec review, run codex, review my code, review this PR, review changes, peer review, or second opinion.
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