本授業におけるエージェント・ハブの使い方 / How to Use the Agent Hub in This Course

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春のオンデマンド教材 第6回で使用したスライドです。

Transcript

1. Generated by Stable Image Core × Nano Banana 2 — AI 2026 6 (WBS : ) 2026 6 — 2026-04 – p.1/24
2. https://speakerdeck.com/ks91/collections/prompt-engineering-2026-spring 2026 6 — 2026-04 – p.2/24
3. ( 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 / 2026 6 — 2026-04 – p.3/24
4. { | } assistant < agent < tool-using agent < autonomous agent ( ; Codex ) 1. Assistant ( ) . . . 1 1 2. Agent ( ) . . . 3. Tool-Using Agent ( ) . . . 4. Autonomous Agent ( ) . . . ← discord-agent-hub 1∼3 (4 ) ( ) discord-agent-hub 3 AI GPT (OpenAI ) . . . gpt-5.4, gpt-5.2, gpt-5.4-mini, gpt-5.4-nano, gpt-5-nano Claude (Anthropic ) . . . claude-sonnet-4-6, claude-sonnet-4-0, claude-haiku-4-5 Gemini (Google ) . . . gemini-3.1-pro-preview, gemini-2.5-pro, gemini-2.5-flash 2026 6 — 2026-04 – p.4/24
5. Discord discord-agent-hub 1 : 2 : ( ) ( ) ( ) ( ) Codex / Claude Code / Gemini CLI ( ) ( ) ChatGPT Codex Claude Claude Code Gemini Gemini CLI loglm ( ) 3 (Windows WSL ), 4 (macOS Lima ), 5 (macOS ) 2026 6 — 2026-04 – p.5/24
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   ༻ޠମܥΛ޷·ͳ͍ͷͰ ɺಉ͘͡ʮ(15ʯͱݺΜͰ͍·͢ɻ ɹ
   ͜ΕΛຊདྷͷ (15 ͱ۠ผ͢ΔͨΊʹɺ͜ͷतۀͰ͸ (15 ⣋ ɹ
   ϚʔέςΟϯά༻ޠͱͯ͠ͷ (15 ͱݺΜͰΈ·͠ΐ͏ɻ HQU ϑΝΠϯ νϡʔχϯά ͞Εͨ ϑΝΠϯ νϡʔχϯά ͞Εͨ Codex ( ) (codex) Anthropic Google Claude (Code) Gemini (CLI) 2026 6 — 2026-04 – p.6/24
7. Discord 2026 6 — 2026-04 – p.7/24
8. Discord Discord . . . 1 . . . ( ) @mentions → 2 ( ) ( ) 2 · ( ) BAN · OpenAI/Anthropic/Google API 2026 6 — 2026-04 – p.8/24
9. discord-agent-hub Discord ( ) 4 4 ( ) 4 6 ( ) 16:44 1 GitHub : https://github.com/ks91/discord-agent-hub AI ( ) ChatGPT ( ) ( ) 2026 6 — 2026-04 – p.9/24
10. (1/2) ID ( id) (identifier ) . . . ( ) . . . AI ( AI) /chat ID (agent_id) name ( ) . . . provider ( / ) API API (openai_responses ) model ( ) . . . AI (gpt-5.4 ) description ( ) . . . · name description tools ( ) . . . · web_search ( ), code_execution ( ) instructions ( ) . . . 2026 6 — 2026-04 – p.10/24
11. (2/2) ( ) “/” (/agent-import) (Create ) (/agent-show, /agent-list) (Read ) (/agent-import: overwrite: true) (Update ) (/agent-delete) (Delete ) · CRUD (/chat) ( )( ) 2026 6 — 2026-04 – p.11/24
12. (/list ) Discord → /agent-list ( 2026-04-12 7:51 ) gpt-default: GPT Default (openai_responses) - Stable GPT default agent claude-default: Claude Default (anthropic_messages) - Stable Claude default agent gemini-default: Gemini Default (gemini_api) - Stable Gemini default agent research-claude-agent: Research Claude Agent (anthropic_messages) - Research-oriented Claude... gemini-code-agent: Gemini Code Agent (gemini_api) - Gemini agent with code execution enabled komaro-gpt-agent: (GPT) (openai_responses) - the-interpreter-gpt-agent: The Interpreter (openai_responses) - Automatic translation of ... gamer-pat-claude-agent: GAMER PAT (Claude) (anthropic_messages) - GAme MastER, Paper Authoring ... gamer-pat-gpt-agent: GAMER PAT (GPT) (openai_responses) - GAme MastER, Paper Authoring Tutor gamer-pat-gemini-agent: GAMER PAT (Gemini) (gemini_api) - GAme MastER, Paper Authoring Tutor renka-komaro-gpt-agent: (GPT) (openai_responses) - nano-gpt-agent: (GPT) (openai_responses) - nano-reader-gpt-agent: (GPT) (openai_responses) - critical-reasoning-trainer-gpt-agent: (openai_responses) - ... 2026 6 — 2026-04 – p.12/24
13. ( ) (/) . . . 2026 6 — 2026-04 – p.13/24
14. (/chat ) /chat /chat assistant_id: ID (← OK) 1 > / Discord ( ) ( ) 2026 6 — 2026-04 – p.14/24
15. (agent id ) agent_id team< >- : team3-interpreter . . . /chat team3 3 2026 6 — 2026-04 – p.15/24
16. ( (1/2)) ( ) # < > ```agent id: < ID> name: < > provider: < > model: < > description: < > enabled: < : true false> tools: web_search: < : true false> code_execution: < : true false> ``` < > 2026 6 — 2026-04 – p.16/24
17. ( (2/2)) OpenAI : ( ) https://raw.githubusercontent.com/ks91/discord-agent-hub/refs/heads/main/examples/komaro-gpt-agent.md Anthropic : Research Claude Agent https://raw.githubusercontent.com/ks91/discord-agent-hub/refs/heads/main/examples/research-claude-agent.md Google : Gemini Code Agent https://raw.githubusercontent.com/ks91/discord-agent-hub/refs/heads/main/examples/gemini-code-agent.md 2026 6 — 2026-04 – p.17/24
18. ( (1/3)) OpenAI (provider : openai_responses) 100 USD input output gpt-5.4-pro 30 180 gpt-5.4 2.5 15 gpt-5.2 1.75 14 gpt-5.4-mini 0.75 4.5 gpt-5.4-nano 0.2 1.25 gpt-5-nano 0.05 0.4 2026 6 — 2026-04 – p.18/24
19. ( (2/3)) Anthropic (provider : anthropic_messages) 100 USD input output claude-opus-4-6 5 25 claude-opus-4-5 5 25 claude-sonnet-4-6 3 15 claude-sonnet-4-5 3 15 claude-haiku-4-5 1 5 claude-3-5-haiku 0.8 4 claude-3-haiku 0.25 1.25 2026 6 — 2026-04 – p.19/24
20. ( (3/3)) Google (provider : gemini_api) 100 USD input output gemini-3.1-pro-preview 2 or 4 12 or 18 200,000 gemini-2.5-pro 1.25 or 2.5 10 or 15 200,000 gemini-3.1-flash-live-preview 0.75 4.5 gemini-3.1-flash-image-preview 0.5 3 gemini-2.5-flash 0.3 2.5 gemini-3.1-flash-lite-preview 0.25 1.5 2026 6 — 2026-04 – p.20/24
21. (/agent-import ) /agent-import file: & OK ID /agent-import file: overwrite: True / overwrite ( ) 2026 6 — 2026-04 – p.21/24
22. (1/2) ([ ] ) /agent-delete: ID ( ( ) ) /agent-import: [overwrite: True False] /agent-list /agent-show: ID ( ) /agent-show-full: ID 2026 6 — 2026-04 – p.22/24
23. (2/2) ([ ] ) /chat: ID /hub-status /log-export ( ) JSONL Python /session-show /usage-report Disccord 2026 6 — 2026-04 – p.23/24
24. 2026 6 — 2026-04 – p.24/24