Evolve SDK

What it does

Evolve SDK provides language-specific references, runtime patterns, and tooling to build, run and observe CLI-style agent applications in secure cloud sandboxes. It codifies recommended workflows for TypeScript and Python, including run/kill lifecycle, streaming events, structured outputs, checkpointing, and storage clients. The skill collects best-practice docs and examples that help developers scaffold agent apps, manage sessions, and integrate with MCP servers and composable tool routers.

When to use it

Use this skill when you are creating or debugging agent-driven CLI apps, configuring sandbox providers, building Swarm or Pipeline patterns (map/filter/reduce/bestOf), implementing structured output schemas, or instrumenting session-level observability and cost tracking. It's also useful when you need language-specific templates (TS or PY) for agent configuration and safe cleanup.

What's included

• Scripts: none listed in the SKILL.md (has_references=true)
• References: language-specific reference docs for TypeScript and Python (getting-started, configuration, runtime, streaming, swarm/pipeline)
• Instructions: guidance for language detection, required reading per language, runtime constraints (model naming, kill() cleanup), and swarm/pipeline patterns.

Compatible agents

Best fit for agent stacks that support CLI-style runtimes and structured outputs (e.g., Claude Code / Codex / Gemini CLI / other code-oriented agents).