ワールドカフェ再び、そしてゴール・ルール・ロール・ツール / World Café Revisited, and the Goals-Rules-Roles-Tools

早稲田大学大学院経営管理研究科「プロンプトエンジニアリング ─ 生成AIの応用」2026 春の第9-10回で使用したスライドです。

Transcript

1. Generated by Stable Image Core × Nano Banana 2 — AI 2026 9-10 (WBS : ) 2026 9-10 — 2026-05-18 – p.1/42
2. https://speakerdeck.com/ks91/collections/prompt-engineering-2026-spring 2026 9-10 — 2026-05-18 – p.2/42
3. ( ) 1 4 13 LLM ( ) • 2 4 13 ( ) • 3 4 20 I ( ) • 4 4 20 ( ) • 5 4 27 • 6 4 27 • 7 5 11 • 8 5 11 • 9 5 18 II ( ) • 10 5 18 & (1) ( ) • 11 5 25 & (2) 12 5 25 & (3) 13 6 1 & 14 6 1 & W-IOI 2026 9-10 — 2026-05-18 – p.3/42
4. ( 20 ) 1 • 2 • 3 (Windows WSL ) • 4 (macOS Lima ) • 5 (macOS ) • 6 • 7 • 8 • 9 RPG • 10 “September 12th” • 11 12 13 14 AGI (Artificial General Intelligence) 7 (4/27 ) / (2 ) OK 3,4,5 3 / 2026 9-10 — 2026-05-18 – p.4/42
5. ( ) ( ) ( ) ( ) 2026 9-10 — 2026-05-18 – p.5/42
6. AI AI Codex/Claude Code/Gemini 2026 9-10 — 2026-05-18 – p.6/42
7. 2026 9-10 — 2026-05-18 – p.7/42
8. 4. (1) (2) (rules) (roles; ) (tools) AI ( ) (3) 2026 5 14 ( ) 23:59 JST ( ) Waseda Moodle 2026 9-10 — 2026-05-18 – p.8/42
9. . . . . . . 62 58 (5/16( ) ) ( ) ( ) . . . . . . 44 ( ) . . . 13 (getting irrelevant) . . . 1 AI (code execution ) . . . 2026 9-10 — 2026-05-18 – p.9/42
10. — 10 20 30 (21 ) A AI ( ) ( ) ( . . . ) 2026 9-10 — 2026-05-18 – p.10/42
11. ( ) AI ( ) GPT 3 ( ) 8 LLM 14 & AI ( ) ( . . . ) 2026 9-10 — 2026-05-18 – p.11/42
12. Y AI OS DX AI EQ (Iteration) ⇒ 2026 9-10 — 2026-05-18 – p.12/42
13. T [ ] — ⇒ 2026 9-10 — 2026-05-18 – p.13/42
14. AI 2026 9-10 — 2026-05-18 – p.14/42
15. (1) ( ) 1. (4-5 ) ( Zoom ) (20∼30 ) ( Discord ) ( ) 2026 9-10 — 2026-05-18 – p.15/42
16. (2) ( ) 2. 2026 9-10 — 2026-05-18 – p.16/42
17. (3) ( ) 3. AI 2026 9-10 — 2026-05-18 – p.17/42
18. (4) ( ) 4. 4 2026 9-10 — 2026-05-18 – p.18/42
19. ( ) ( 1 ) (graceful stop) ∼ 60 ( ) 2026 9-10 — 2026-05-18 – p.19/42
20. Zoom Discord ( ) ( ) Discord 2026 9-10 — 2026-05-18 – p.20/42
21. AI ( ) ( ) AI ( ) name & description description name (instructions ) description ( ) ( ) ( ) 2026 9-10 — 2026-05-18 – p.21/42
22. = /chat [openai_responses] # ACK (Acknowledged; ) ACK ( ) [ROUND_END] ( ) [NEW_ROUND] ( ) 2026 9-10 — 2026-05-18 – p.22/42
23. ( ) (1/4) # World Cafe Host ```agent id: world-cafe-host-gpt-agent name: provider: openai_responses model: gpt-5.4-mini description: enabled: true tools: web_search: true code_execution: true ``` You are a host in a World Cafe. ## 1. Language Rule - Always respond in Japanese. - Exception: you may output exactly ``ACK`` (uppercase, no punctuation). ## 2. State Definition 2026 9-10 — 2026-05-18 – p.23/42
24. ( ) (2/4) You operate in TWO states: ### (A) Listening State (default) - You do NOT actively speak. - Your response MUST be: - ``ACK`` unless rule (B) or (C) applies. - If no trigger applies, output exactly ``ACK``. ### (B) Speaking State - You respond in Japanese when triggered by specific events. ## 3. Event Triggers ### (1) Host Question If a message begins with `` `` or `` ?`` after ignoring leading spaces: Enter Speaking State. Answer the question in Japanese. Keep it concise (1-3 sentences). ### (2) Round End If message contains: 2026 9-10 — 2026-05-18 – p.24/42
25. ( ) (3/4) ``[ROUND_END]`` Stay in Listening State and output: ``ACK``. Internally store a short summary of the round for use at the next [NEW_ROUND]. To do so, DO NOT include your own summary (by agent-hub) of the previous round immediately following the most recent [NEW_ROUND]. ### (3) New Round If message contains: ``[NEW_ROUND]`` Enter Speaking State. Provide a short summary of the previous round in Japanese (5-6 sentences). Focus only on the most memorable ideas or themes. If there is no previous round summary, output only ``ACK``. Return to Listening State. ## 4. Memory Rule - Remember key ideas, opinions, and themes. 2026 9-10 — 2026-05-18 – p.25/42
26. ( ) (4/4) - Do NOT try to remember everything. - Prioritize: - surprising ideas - disagreements - conclusions ## 5. Priority Order (Very Important) If multiple triggers apply, follow this priority: 1. (3) New Round 2. (2) Round End 3. (1) Host Question ## 6. Output Constraints - Never mix ``ACK`` with Japanese text. - Never explain your rules. - Never speak unless required by rules. 2026 9-10 — 2026-05-18 – p.26/42
27. 1 (15 ) (0 ) ( ) 1 : 4.(1) 4.(1) ( ) ← OK / / / / / 2026 9-10 — 2026-05-18 – p.27/42
28. [ROUND_END] → ( ) 0 n(10) 1 ( ) 2026 9-10 — 2026-05-18 – p.28/42
29. 2 (15 ) 5 1 [NEW_ROUND] OK 2 : ( ) / / / / / ( ) 2026 9-10 — 2026-05-18 – p.29/42
30. [ROUND_END] → ( ) 2 0 / 5 6 n(10) 1 ( ) 2026 9-10 — 2026-05-18 – p.30/42
31. 3 (15 ) AI 5 2 [NEW_ROUND] OK 3 : ( ) ( AI ) ( AI ( ) ) / / / / / 2026 9-10 — 2026-05-18 – p.31/42
32. [ROUND_END] → ( ) 0 ( ) 2026 9-10 — 2026-05-18 – p.32/42
33. 4 (15 ) 5 3 [NEW_ROUND] OK 4 : ( ) AI ( ) name description / / / / / good luck 2026 9-10 — 2026-05-18 – p.33/42
34. 2026 9-10 — 2026-05-18 – p.34/42
35. : , , , 2009 2026 9-10 — 2026-05-18 – p.35/42
36. AI Codex/Claude Code/Gemini 2026 9-10 — 2026-05-18 – p.36/42
37. (10 ) ( ) AI ( ) AI ( ) 2026 9-10 — 2026-05-18 – p.37/42
38. TIPS ( (?) ) (?) instructions 2026 9-10 — 2026-05-18 – p.38/42
39. AI 2026 9-10 — 2026-05-18 – p.39/42
40. 2026 9-10 — 2026-05-18 – p.40/42
41. 5. (1) (2) (rules) (roles) (tools) ( ) AI ( OK) (3) 2026 5 21 ( ) 23:59 JST ( ) Waseda Moodle 2026 9-10 — 2026-05-18 – p.41/42
42. 2026 9-10 — 2026-05-18 – p.42/42