Agents Best Practices
Design, audit, and troubleshoot agent architectures with guidance on tool boundaries, context, orchestration, and operational evidence.
Fluxos originais para sites, imagens, apresentações e tudo em movimento.
Design, audit, and troubleshoot agent architectures with guidance on tool boundaries, context, orchestration, and operational evidence.
data-ai skill for Claude AI. Grade A. End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches.
Design a project-specific harness with specialist agents, task Skills and a working orchestration structure.
Collect execution feedback and improve an existing harness, its agents, Skills and orchestration rules.
Use a shared vocabulary to design agent-operated software delivery systems.
Split independent problems into scoped agent tasks and integrate their results after review.
Claude Code workflows for tiered delivery orchestration and customizing the transcript skin.
Execute a written implementation plan using task-scoped implementers and reviews with a progress ledger.
Build and debug Python agents and multi-agent workflows with Swarms tools, memory and orchestration architectures.
Write ADK Python or Go agents with patterns for tools, callbacks, state and orchestration.
Coordinate subagents and schedules around a long-running goal in one session.
Field-tested methodology and concrete recipes for training and operating large-scale LLM/VLM/multi-modal models end to end - choosing and benchmarking accelerators, storage and network; SLURM/Kubernetes orchestration; maximizing training throughput and fitting models in memory; diagnosing and surviving training instabilities, NaN/Inf, and hardware/job failures; checkpointing and fault tolerance; inference…
Uma pequena biblioteca feita com cuidado. Mais skills estão a caminho.