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Claude Agents SDK Execution Loop

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Linked challenge: Municipal Debt Housing Recovery Underwriting Agent with Claude SDK

Format
Code-aware
Lines
4
Sections
4
Linked challenge
Municipal Debt Housing Recovery Underwriting Agent with Claude SDK

Prompt source

Original prompt text with formatting preserved for inspection.

4 lines
4 sections
No variables
0 checklist items
Build a Claude Agent with extended thinking to process municipal bond prospectuses:

import anthropic

client = anthropic.Anthropic()

# Implement agent using client.messages.create with tools and thinking parameter

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.