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Part 3 Prototype Demo

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Workshop 3 Agenda

Final Agenda: The Operator’s Playbook Knowledge-Transfer (3 Hours)

DurationActivityDescription & Key Focus (Grounded in The Operator’s Playbook)
20 minPart 1: The Architect’s Foreword- Framing the Session: State the purpose from the Run of Show: Demonstrate, Transfer Knowledge, and Capture Feedback.
- Stating the “Why”: Introduce the core philosophy from The Operator’s Playbook: “Trust is Earned, Not Given.”
- Teaching the Principles: Explain the four foundational principles:
1. Decoupling Logic from Data (The agents know the process, not the project).
2. Process Decomposition (The “Case File” method).
3. Chain-of-Thought Reasoning (Validating the process, not just the answer).
4. Structured Data Contracts (Ensuring predictable, chainable outputs).
55 minPart 2: Lab: Configuring Your First Agent- Objective: To understand the “Configure” tab by building the first agent in the chain.
- Guided Build: Participants will follow the Operator’s Guide to construct the CF00 Manifest Generator (“The Quartermaster”). This involves:
1. Pasting the GPT Instructions.
2. Defining the createFileManifest action using the provided JSON schema.
- Focus: This lab makes the principle of Structured Data Contracts tangible and demonstrates how a Custom GPT is given its specific mission.
10 minBreak
70 minPart 3: Live Demo: The MoA Daisy Chain- Objective: To see the full, end-to-end “daisy chain” of pre-built agents in action, demonstrating how the output of one becomes the input for the next.
- CF01: Streamline - The “Librarian” transforms chaos into clarity, performing the “Anchor Hunt” and enabling the “Go / No-Go” decision.
- CF02: Enrich - The “Detective” performs the “marathon of manual labor,” extracting requirements for the Operator’s “Curator View.”
- CF03: Enrich - The “Judge” compares client vs. offer, consults the Past_Deviations_Library, and allows the Operator to “close the loop” by capturing new knowledge.
- CF04: Accelerate - The “Ambassador” translates the final analysis into polished handoff packages.
25 minPart 4: Debrief & Next Steps- Connecting the Concepts: Synthesize the session—from building a single agent (Custom GPTs) to defining its scope (Projects) to chaining them for complex analysis (Deep Research).
- Facilitator’s Retro: Lead the discussion using the prompts from the Play-by-Play Facilitator’s Guide:
1. Flexibility: Did the “Quartermaster” step prove reusability?
2. Trust: Did the File Manifest and citations build confidence?
3. Adoption: What are the obstacles to using this on the next real RFQ?
- Action Items: Define next steps for finalizing The Operator’s Playbook.

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