Integrate Reflect

Walk a coding agent through adding Reflect long-term memory to a Python agent project end-to-end: SDK install, loop placement, parameter tuning, review wiring (LLM-as-judge or programmatic), and a smoke test that proves the loop closes.

Canonical SDK reference (fetch first, do not skip): https://docs.starlight-search.com/llms-full.txt (text/plain — fetch with curl or urllib, NOT a JS-rendered HTML fetcher; Mintlify renders HTML on the JS-rendered URLs).

When to use

Trigger on phrases like:

• "add Reflect to my agent"
• "give my agent memory"
• "make my agent learn from past runs"
• "wire up client.trace" / "integrate reflect-sdk"
• "set up an LLM judge for Reflect"
• "ctx.memories is empty" / "q-values aren't moving"

Do NOT use for: answering "what is Reflect" (docs site), setting up only the MCP server with no SDK code (different skill), or non-Python projects (Python SDK only as of v0.5).