How can operators use prompt chaining to vibe code an automated EOS Level 10 meeting IDS assistant?

Question

Tyler Smith · Accepted Answer

The Identify, Discuss, and Solve (IDS) process in an EOS Level 10 meeting requires intense discipline to uncover root causes rather than treating superficial symptoms. Vibe coding an internal IDS copilot using prompt chaining turns messy conversational notes into clear, actionable To-Dos.

The Prompt Chaining Mechanism
Anthropic's agent architecture guidelines emphasize starting with prompt chaining - decomposing complex goals into sequential LLM calls where each step validates and transforms the previous output:

- Step 1: Root Cause Identification: The operator inputs raw transcripts or shorthand meeting notes. Prompt 1 analyzes the operational tension, strips out emotional phrasing, and isolates the underlying root problem against company core processes.
- Step 2: Contextual Alignment: The output of Step 1 is passed to Prompt 2 along with the company's core values and current quarterly Rocks. This prompt identifies strategic dependencies, asking: does resolving this issue conflict with existing capacity or priorities?
- Step 3: Solution Formulation: Prompt 3 drafts a measurable, single-owner To-Do formatted according to EOS standards. Programmatic checks ensure the action item specifies exactly one owner from the Accountability Chart and an explicit seven-day completion deadline.

Architectural Simplicity
Avoid bloated agentic frameworks that introduce unpredictable loops. A lightweight edge function chained across three distinct prompts provides high clarity, rapid debugging, and total predictability.

By vibe coding this pipeline into an internal dashboard, leadership teams resolve issues faster, maintain clean accountability trails, and guarantee that meeting time drives measurable traction.