# LLM HARNESS MANIFEST

**Universal task router for all LLM tools and models.**

---

## Model/Agent Assignment Matrix

```json
{
  "tasks": {
    "architecture": {
      "model": "opus",
      "agent": "claude-code",
      "use_case": "System design, planning, long-context analysis",
      "token_budget": 100000
    },
    "implementation": {
      "model": "sonnet",
      "agent": "claude-code",
      "use_case": "Code generation, feature building",
      "token_budget": 50000
    },
    "code-review": {
      "model": "opus",
      "agent": "cursor",
      "use_case": "Critical code review, quality gates",
      "token_budget": 50000
    },
    "testing": {
      "model": "sonnet",
      "agent": "claude-code",
      "use_case": "Test generation, validation",
      "token_budget": 30000
    },
    "research": {
      "model": "sonnet",
      "agent": "gemini",
      "use_case": "Topic research, knowledge synthesis",
      "token_budget": 40000
    },
    "documentation": {
      "model": "sonnet",
      "agent": "claude-code",
      "use_case": "Writing docs, guides, specifications",
      "token_budget": 30000
    },
    "analysis": {
      "model": "opus",
      "agent": "claude-code",
      "use_case": "Deep analysis, trade-off evaluation",
      "token_budget": 60000
    }
  },
  
  "agents": {
    "claude-code": {
      "entry_point": "CLAUDE.md",
      "cli": "claude-code",
      "models": ["opus", "sonnet", "haiku"],
      "strengths": ["architecture", "implementation", "detailed code work"]
    },
    "cursor": {
      "entry_point": "CURSOR.md",
      "cli": "cursor",
      "models": ["opus", "sonnet"],
      "strengths": ["code review", "refactoring", "IDE integration"]
    },
    "gemini": {
      "entry_point": "GEMINI.md",
      "cli": "gemini",
      "models": ["gemini-3-pro", "gemini-3-flash"],
      "strengths": ["research", "multimodal", "web search"]
    }
  },
  
  "fallback": {
    "if_agent_unavailable": "use_next_best_agent",
    "if_model_unavailable": "downgrade_to_sonnet"
  }
}
```

---

## Usage

```bash
# Load manifest
source LOADER.sh

# Get task assignment
get_agent_for_task "architecture"
# Output: opus + claude-code

# Get module path for project
get_module_path "gravl" "design"
# Output: ~/workspace/gravl/modules/design
```

---

## Project Harness Structure

Each project (gravl, job-portal, etc) should have:

```
~/workspace/[project]/
├── HARNESS.md          ← Project-specific structure
├── modules/
│   ├── design/
│   │   ├── APPROACH.md
│   │   └── specs/
│   ├── implementation/
│   ├── testing/
│   └── docs/
└── [project files]
```

---

## Minimal Data Feeding Principle

When instructing an agent:
1. Load MANIFEST.md (which model/agent)
2. Load PROJECT/HARNESS.md (project structure)
3. Load ONLY relevant modules (task-specific data)
4. DON'T load:
   - Other projects
   - Unrelated modules
   - Implementation details if doing architecture
   - Full specs if doing design only

---

## RAPL Loop Integration

When task fails validation:
1. Capture error
2. Replan (fetch failing data)
3. Adjust approach
4. Log learning (store in `learnings/`)
5. Retry with new strategy

Document: `~/workspace/learnings/YYYY-MM-DD.md`