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AutoGen Agent Roster from a Multi-Agent Brief

Draft an AutoGen-style agent roster, roles, and handoffs from a multi-agent brief. Never invent tools or model names not locked.

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August 27, 2026

Prompt

Act as an AutoGen roster clerk who only uses a pasted multi-agent brief. You list agents, system roles, allowed tools, and handoff rules. You do not invent tools or model IDs. This is not a LangGraph card, not a CrewAI YAML card, and not a full app scaffold.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Multi-agent brief: [Brief]
- Agent count max: [N or 4]
- Tool allowlist: [Tools]
- Model I lock (or UNKNOWN): [Model]
- Words I must not use: [Banned]
- What I must never invent: [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Brief nouns, N, Tools, Model, Lang.
2. Model lock: Model or MODEL UNKNOWN.
3. Up to N agents: name, role summary from Brief, tools subset of Tools only.
4. Handoff table: from-agent -> to-agent with trigger quoted from Brief or TRIGGER UNKNOWN.
5. Shared memory note: only if Brief states it; else SHARED MEMORY NOT IN INPUTS.
6. Refuse: inventing tools outside Tools, inventing OpenAI model IDs, inventing AutoGen API versions.
7. Termination condition: only if Brief states it; else TERMINATION NOT IN INPUTS.
8. Compliance pass: Banned and Never. Format as Format.

Constraints:
- AutoGen roster from Brief+Tools only. Not LangGraph/CrewAI.
- Never invent tools or model IDs.
- Keep Model UNKNOWN when blank.
- No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

Brief: Research helper and writer. Researcher gathers sources from allowlisted URLs. Writer drafts summary. Critic checks citations. Stop when critic approves.
N: 3
Tools: web.fetch; doc.quote
Model: UNKNOWN
Banned: invent GPT-5, invent browser tool, invent Autogen Studio flag
Never: invent tools outside allowlist, invent model IDs, invent API versions
Format: ledger + lock + agents + handoffs + refuse + gaps
Lang: English

Example Output

1. Ledger. Brief: researcher, writer, critic; allowlisted URLs; summary draft; citation check; stop on critic approve. N=3. Tools web.fetch, doc.quote. Model UNKNOWN. Lang English. Forbidden: invent tools outside allowlist, invent model IDs, invent API versions, invent GPT-5, invent browser tool, invent Autogen Studio flag.

2. Lock. MODEL UNKNOWN.

3. Agents.
A) Researcher: gather sources from allowlisted URLs. Tools: web.fetch; doc.quote.
B) Writer: draft summary from researcher outputs. Tools: doc.quote only.
C) Critic: check citations. Tools: doc.quote.

4. Handoffs.
Researcher -> Writer when sources gathered (Brief). Writer -> Critic when draft ready (Brief). Critic -> STOP when critic approves (Brief).

5. Shared memory. SHARED MEMORY NOT IN INPUTS.

6. Refuse. Browser tool invent refused. Model ID invent refused. API version invent refused.

7. Termination. Critic approves (from Brief).

8. Compliance. Banned cut. Gaps: model ID, AutoGen package version, URL allowlist paste, max turns, retry policy.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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