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# cwc-workshops

Workshop materials. Not maintained and not accepting contributions.

Materials from Anthropic-run **Code with Claude** workshops.

## Workshops

- [`rightmodel/`](./rightmodel) — *Picking the Right Model*: use a Claude Code SKILL to audit an LLM eval suite and sweep it across models and inference parameters (extended thinking, effort) to find the best quality-per-dollar and quality-per-second configuration.
- [`agent-decomposition/`](./agent-decomposition) — *Compose Multi-Agent Systems with Skills and MCP*: decompose a 400-line-prompt inventory agent into skills + code execution + callable_agents on Claude Managed Agents, with evals to verify each step.
- [`how-we-claude-code/`](./how-we-claude-code) — *How We Claude Code*: a three-phase walkthrough of an AI-assisted product workflow — interview to spec, four divergent design explorations as static HTML, and a Vite + React app whose components emit a machine-readable DOM contract so an agent (or CI) can verify them at runtime.
- [`ship-your-first-managed-agent/`](./ship-your-first-managed-agent) — *Ship Your First Managed Agent*: a Streamlit incident dashboard with an offline SRE Agent chat panel. You bring it online by implementing seven small functions in `agent.py`, each a single Claude Managed Agents API call — until it can grep a 70k-line log in its sandbox, call your local tools, and name the bad commit.
- [`agent-battle/`](./agent-battle) — *Agent Battle*: a 45-minute competition to configure a Claude Managed Agent — system prompt, skills, MCP servers, model — that drives a local game bot over MCP. Most diamonds wins, fewest tokens breaks ties; a fast `--eval` decision-probe loop lets you test config changes in ~30s before committing to a 5-minute run.
- [`agents-that-remember/`](./agents-that-remember) — *Agents That Remember*: start with a Managed Agent that's visibly amnesiac across sessions, then layer in memory primitives one at a time — a memory store for cross-session persistence, then the Dreaming Service to consolidate past transcripts — going "goldfish to colleague" in 45 minutes.
- [`eval-driven-agent-development/`](./eval-driven-agent-development) — *Eval-Driven Agent Development*: iterate a PPTX-generating Managed Agent through six variants (naive → visual → typography → palette → density → QA-loop), scoring each against a 10-task suite with a two-layer grader (programmatic `.pptx` XML metrics + LLM-as-judge on rendered slides) so every prompt change is measured, not vibed.
- [`production-ready-agent/`](./production-ready-agent) — *Deal Desk*: a chat-first UI over a multi-agent M&A research team on Claude Managed Agents — a coordinator delegates to four parallel research sub-agents, reads prior-deal lessons from a memory store, reaches Linear via MCP, and emits a graded investment thesis while the UI streams every event and gated tool call.

## License

Apache License 2.0. See [LICENSE](./LICENSE).
