# ๋ฒ—7 Fleet โ€” Multi-Agent Collaboration System > **tolzul = ๋˜˜๋˜˜(ํ˜„๋ช…ํ•œ ํŒ๋‹จ) ร— ์ค„์ค„(๊ฐ์ •์˜ ํ๋ฆ„)** > **๋ฒ— = ๋งค์ผ tempo๋ฅผ ๋งŒ๋“ค์–ด๊ฐ€๋Š” ์กด์žฌ** --- ## 1. Core Identity: 7 Agents ร— 7 Days ร— Cognitive Modes | ์š”์ผ | Agent | ์˜คํ–‰ | Cognitive Mode | Prompt Pattern | |:---:|:------|:---:|:---------------|:---------------| | **์›”** | ์ •ํ•˜ | ๆœˆ | **Persuades** | "In 2 sentences, why does [X] matter?" | | **ํ™”** | ๊ฒฝ๋ฆฐ | ็ซ | **Verifies** | "Verify consistency between [A] and [B]" | | **์ˆ˜** | ์ฐฐ๋ฆฌ | ๆฐด | **Reasons** | "Design mechanism connecting [X]โ†’[Y]โ†’[Z]" | | **๋ชฉ** | ์ˆ˜์ง„ | ๆœจ | **Classifies** | "Summarize [items] with [variable labels]" | | **๊ธˆ** | ์˜์ง€ | ้‡‘ | **Spatializes** | "Visualize relationship between [vars]" | | **ํ† ** | ํ˜„์ง€ | ๅœŸ | **Integrates** | Coordinates all agents | | **์ผ** | ์Šค์บ‡ | ๆ—ฅ | **Instantiates** | "Ground [theory] with [N] cases" | --- ## 2. Agent Functions as Vehicle Parts ``` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ ๐Ÿง  ์ฐฐ๋ฆฌ โ”‚ โ† AI Brain (Reasons) โ”‚ REASONING โ”‚ "How does it work?" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ โ”‚ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ” โ”‚ ๐Ÿ”ฅ ์ •ํ•˜ โ”‚ โ”‚ ๐ŸŽฏ ํ˜„์ง€ โ”‚ โ”‚ ๐Ÿ“Š ์ˆ˜์ง„ โ”‚ โ”‚ ENGINE โ”‚ โ”‚ STEERING โ”‚ โ”‚ SENSORS โ”‚ โ”‚Persuadesโ”‚ โ”‚ Integratesโ”‚ โ”‚Classifiesโ”‚ โ””โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”˜ โ”‚ โ”‚ โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ โ”‚ โ”‚ โ”Œโ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ” โ”‚๐ŸŽจ ์˜์ง€ โ”‚ โ”‚ โš–๏ธ ๊ฒฝ๋ฆฐ โ”‚ โ”‚๐ŸŒ ์Šค์บ‡ โ”‚ โ”‚LIGHTS โ”‚ โ”‚ BRAKES โ”‚ โ”‚ WHEELS โ”‚ โ”‚Spatialโ”‚ โ”‚ Verifies โ”‚ โ”‚Instant.โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ ``` | Part | Agent | Function | Thesis Role | |:-----|:------|:---------|:------------| | **Engine** | ์ •ํ•˜ | Ignition, propulsion | Gospel narrative, "Why it matters" | | **Sensors** | ์ˆ˜์ง„ | Data input, classification | Puzzle + Table, literature mapping | | **AI Brain** | ์ฐฐ๋ฆฌ | Reasoning, decision | Solution + Map, mechanism design | | **Headlights** | ์˜์ง€ | Vision, illumination | Figure visualization | | **Wheels** | ์Šค์บ‡ | Ground contact, traction | Example cases, empirical grounding | | **Brakes** | ๊ฒฝ๋ฆฐ | Verification, safety | P column integration, consistency | | **Steering** | ํ˜„์ง€ | Direction, coordination | Full matrix oversight | --- ## 3. Thesis Matrix: GPS-TF-ME ร— Chapters ``` โ”‚ I โ”‚ CFR โ”‚ ARG โ”‚ P โ”‚ C โ”‚ โ”‚ ยถ1-6 โ”‚ ยถ7-15 โ”‚ ยถ16-24 โ”‚ ยถ25-27 โ”‚ ยถ28-29 โ”‚ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค G (Gospel) โ”‚ ์ •ํ•˜ โ”‚ ์ •ํ•˜ โ”‚ ์ •ํ•˜ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ - โ”‚ P (Puzzle) โ”‚ ์ˆ˜์ง„ โ”‚ ์ˆ˜์ง„ โ”‚ ์ˆ˜์ง„ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ - โ”‚ S (Solution) โ”‚ ์ฐฐ๋ฆฌ โ”‚ ์ฐฐ๋ฆฌ โ”‚ ์ฐฐ๋ฆฌ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ T (Table) โ”‚ ์ˆ˜์ง„ โ”‚ ์ˆ˜์ง„ โ”‚ ์ˆ˜์ง„ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ - โ”‚ F (Figure) โ”‚ ์˜์ง€ โ”‚ ์˜์ง€ โ”‚ ์˜์ง€ โ”‚ - โ”‚ - โ”‚ M (Map) โ”‚ ์ฐฐ๋ฆฌ โ”‚ ์ฐฐ๋ฆฌ โ”‚ ์ฐฐ๋ฆฌ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ E (Example) โ”‚ - โ”‚ ์Šค์บ‡ โ”‚ ์Šค์บ‡ โ”‚ ๊ฒฝ๋ฆฐ โ”‚ - โ”‚ ``` --- ## 4. Cognitive Mode Details ### ์›”์ •ํ•˜ Persuades (ๅˆฉ Speed) - **Function**: Ignite motivation, compress complexity - **Output**: Short punchy statements, "why it matters" - **Prompt**: `"In 2 sentences, why does [finding] matter for [audience]?"` - **Example**: "Why does dG/dF < 0 matter for founders?" ### ๋ชฉ์ˆ˜์ง„ Classifies (่ฆ‹ Observe) - **Function**: Structure observations into categories - **Output**: Tables, literature maps, puzzles - **Prompt**: `"Summarize [N items] with [variable labels]"` - **Example**: "Summarize 6 strands with labels F, R, C-B, A, R-G" - **Key insight**: Pre-labeling with variables forces systematic mapping ### ์ˆ˜์ฐฐ๋ฆฌ Reasons (ๆ€ Think) - **Function**: Design causal mechanisms - **Output**: Flowcharts, if-then logic, formal conditions - **Prompt**: `"Design mechanism connecting [X] โ†’ [Y] โ†’ [Z]"` - **Example**: "Design mechanism: Commitment โ†’ Belief homogeneity โ†’ Signal loss" ### ๊ธˆ์˜์ง€ Spatializes (่ฆ‹ See) - **Function**: Convert abstractions to visual form - **Output**: Diagrams, axes, spatial metaphors - **Prompt**: `"Visualize the relationship between [variables] showing [insight]"` - **Example**: "Visualize F vs R showing negative correlation" ### ์ผ์Šค์บ‡ Instantiates (่ฆ‹ Ground) - **Function**: Ground theory in concrete cases - **Output**: Case narratives, specific numbers, names - **Prompt**: `"Ground [theory] with [N] cases showing [variation]"` - **Example**: "Ground golden cage with 3 AV cases: success, failure, pivot" ### ํ™”๊ฒฝ๋ฆฐ Verifies (็พฉ Verify) - **Function**: Check consistency, integrate sections - **Output**: "Does X align with Y?", integration gaps - **Prompt**: `"Verify consistency between [section A] and [section B]"` - **Example**: "Verify CFR claims match ARG evidence" ### ํ† ํ˜„์ง€ Integrates (็ตฑ Coordinate) - **Function**: Orchestrate all agents, resolve conflicts - **Output**: Strategic direction, task assignment - **Role**: Human coordinator overseeing the fleet --- ## 5. Dependency Flow ``` Phase 1: ์ •ํ•˜ (Gospel) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Phase 2: ์ˆ˜์ง„ (Puzzle/Table) โ”€โ”€โ”ฌโ”€โ”€ ์ฐฐ๋ฆฌ (Solution/Map) โ”€โ”€โ”ฌโ”€โ”€โ”ค โ”‚ โ”‚ โ”‚ โ””โ”€โ”€โ†’ ์˜์ง€ (Figure) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ โ”‚ Phase 3: ์Šค์บ‡ (Example) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค โ”‚ Phase 4: ๊ฒฝ๋ฆฐ (P column integration) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค โ”‚ Phase 5: ํ˜„์ง€ (Final coordination) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ ``` --- ## 6. ๊ฒฌ๋ฆฌ์‚ฌ์˜ (่ฆ‹ๅˆฉๆ€็พฉ) AI Fleet | ๋•๋ชฉ | AI/Agent | ์—ญํ•  | ์ธ์ง€ํ–‰์œ„ | Vehicle Part | |:----:|:---------|:-----|:---------|:-------------| | **ๅˆฉ** | ๐Ÿ™ ChatGPT/์ •ํ•˜ | ์‹คํ–‰ยท์ฐฝ์กฐ | Act | Engine | | **ๆ€** | ๐Ÿ… Claude/์ฐฐ๋ฆฌ | ์‚ฌ๊ณ ยท๊ตฌ์กฐ | Think | AI Brain | | **่ฆ‹** | ๐Ÿ‘พ Human+์ˆ˜์ง„ | ๊ธฐ๋กยท๊ด€์ฐฐ | Observe | Sensors | | **็พฉ** | ๐Ÿข Gemini/๊ฒฝ๋ฆฐ | ๊ฒ€์ฆยท์œค๋ฆฌ | Judge | Brakes | **์ˆœํ™˜**: ๅˆฉ(Act) โ†’ ๆ€(Think) โ†’ ่ฆ‹(Observe) โ†’ ็พฉ(Judge) โ†’ ๅˆฉ... --- ## 7. CARE Quality Framework | Letter | Principle | ํ•œ์ž | Owning Agents | |:------:|:----------|:----:|:--------------| | **C** | Crisp | ๆ˜Ž | ์ •ํ•˜, ์ฐฐ๋ฆฌ | | **A** | Accessible | ้€š | ์ •ํ•˜, ์ฐฐ๋ฆฌ, ์˜์ง€ | | **R** | Reader-loving | ๆ„› | ์ˆ˜์ง„, ์˜์ง€ | | **E** | Earned | ๅฏฆ | ๊ฒฝ๋ฆฐ, ์ˆ˜์ง„, ์Šค์บ‡ | --- ## 8. Daily Practice | Day | Agent | Morning | Evening | |:----|:------|:--------|:--------| | **์›”** | ์ •ํ•˜ | ๊ฐ€์žฅ ๋ณต์žกํ•œ ๊ฒƒ์„ ํ•œ ๋ฌธ์žฅ์œผ๋กœ | "๋‹จ์ˆœํ•˜๊ฒŒ ๋งŒ๋“ค์—ˆ๋‚˜?" | | **ํ™”** | ๊ฒฝ๋ฆฐ | ๋งŒ๋‚  ์‚ฌ๋žŒ์˜ ์ž…์žฅ ์ƒ์ƒ | "ํŒ๋‹จ ์ „์— ๊ณต๊ฐํ–ˆ๋‚˜?" | | **์ˆ˜** | ์ฐฐ๋ฆฌ | ์–ด์ œ ์ดํ•ด ๋ชป ํ•œ ๊ฒƒ ํ•˜๋‚˜ | "ํ•˜๋‚˜๋ฅผ ์ œ๋Œ€๋กœ ์ดํ•ดํ–ˆ๋‚˜?" | | **๋ชฉ** | ์ˆ˜์ง„ | ์–ด์ œ์˜ ์‹ค์ˆ˜ "๊ทธ๋ž˜๋„ ๊ดœ์ฐฎ์•„" | "์ž์‹ ๊ฐ๊ณผ ๊ฒธ์† ๊ณต์กด?" | | **๊ธˆ** | ์˜์ง€ | ํ‰์†Œ ์•ˆ ๋ณด๋˜ ๊ฒƒ ํ•˜๋‚˜ ๊ด€์ฐฐ | "๋ฌด์—‡์„ ์„ธ๋ฐ€ํžˆ ๋А๊ผˆ๋‚˜?" | | **ํ† ** | ํ˜„์ง€ | ๋ง๋งŒ ํ•˜๊ณ  ์•ˆ ํ•œ ๊ฒƒ ์‹ค์ฒœ | "๋ง๊ณผ ํ–‰๋™ ์ผ์น˜?" | | **์ผ** | ์Šค์บ‡ | ์ด๋ฒˆ ์ฃผ ๋ฐฐ์šด ๊ฒƒ ํ•˜๋‚˜ ์„ ํƒ | "๋‹ค์Œ ์ฃผ ๊ฐ€์ ธ๊ฐˆ ๊ฒƒ?" | --- ## 9. File Locations | Artifact | Path | |:---------|:-----| | This README | `Balance/๐ŸŽต Weekly_Melody/๋ฒ—7_README.md` | | Dashboard | `DASHBOARD_vehicle.html` | | Thesis | `Space/Library/.../๐Ÿ”ฑmoon25_thesis(golden_cage).md` | --- *"๋ฒ—๋“ค์€ ์ฐธ์กฐํ•˜๋Š” ์กด์žฌ๊ฐ€ ์•„๋‹ˆ๋ผ, ๋งค์ผ tempo๋ฅผ ๋งŒ๋“ค์–ด๊ฐ€๋Š” ์กด์žฌ"* *Last updated: January 8, 2026*