# Oh My OpenAgent Integration — Complete Implementation

**Status:** ✅ All Phases Complete  
**Last Updated:** April 4, 2026  
**Commit:** `1fb56404`

---

## 📋 Implementation Summary

All features from the Oh My OpenAgent integration roadmap have been successfully implemented and deployed.

---

## Phase 1: Foundation ✅

### 1. Hashline — Content-Addressed File Editing
**Files:**
- `web/app/lib/hashline/index.ts` (425 lines)
- `web/app/api/hashline/route.ts` (252 lines)
- `.agents/skills/hashline/SKILL.md` (333 lines)

**Features:**
- Content hashes prevent stale-line errors
- Batch edits with atomic validation
- Fuzzy matching for similar lines
- CLI and API interfaces

**Usage:**
```typescript
import { readWithHashes, applyEdit } from '@/app/lib/hashline'
const lines = readWithHashes('/path/to/file.ts')
applyEdit('/path/to/file.ts', '12#A3', "import { z } from 'y'")
```

### 2. Init-Deep — Hierarchical Context Generation
**Files:**
- `web/app/lib/init-deep.ts` (566 lines)
- `scripts/init-deep-standalone.js` (334 lines)
- `web/app/api/init-deep/route.ts` (103 lines)
- `.agents/skills/init-deep/SKILL.md` (311 lines)

**Features:**
- Auto-generates scoped AGENTS.md files
- Analyzes directory structure and conventions
- 6 generated context files across project

**Generated Files:**
- `web/app/api/AGENTS.md`
- `web/app/lib/AGENTS.md`
- `web/app/lib/hashline/AGENTS.md`
- `web/components/AGENTS.md`
- `agentbot-backend/src/AGENTS.md`
- `skills/AGENTS.md`

---

## Phase 2: Orchestration ✅

### 3. Multi-Agent Router
**File:** `web/app/lib/orchestration/index.ts` (384 lines)

**8 Specialized Agents:**
| Agent | Role | Model | Purpose |
|-------|------|-------|---------|
| Sisyphus | Orchestrator | Kimi K2.5 | Complex coordination |
| Hephaestus | Researcher | GPT-5.4 | Deep investigation |
| Builder | Implementer | Kimi K2.5 | Writing code |
| Oracle | Debugger | GPT-5.4 | Bug fixes |
| Prometheus | Planner | Claude Opus 4 | Architecture |
| Librarian | Search | Kimi K2.5 | Code/docs search |
| Designer | Visual | Claude Opus 4 | UI/UX |
| Reviewer | Review | Claude Opus 4 | Code review |

**Categories:**
- visual-engineering, business-logic, debugging
- planning, research, review, quick, ultrabrain

**Usage:**
```typescript
import { routeTask, autoRoute } from '@/app/lib/orchestration'
const result = await routeTask('fix login bug', 'debugging')
const result = await autoRoute('make button blue').routeTask('make button blue')
```

### 4. Intent Analysis (IntentGate)
**File:** `web/app/lib/intent.ts` (211 lines)

**Features:**
- True intent detection before acting
- Ambiguity identification
- Confidence scoring
- Entity extraction
- Planning recommendations

**Usage:**
```typescript
import { analyzeIntent, needsPlanning } from '@/app/lib/intent'
const analysis = analyzeIntent('make it faster')
// Returns: category, actionType, complexity, ambiguities, confidence
```

---

## Phase 3: Advanced Features ✅

### 5. Skill-Embedded MCPs
**Files:**
- `web/app/lib/mcp/index.ts` (278 lines)
- `web/app/api/mcp/[skillId]/route.ts` (68 lines)
- `web/prisma/schema.prisma` (added mcpConfig, mcpEnabled fields)
- `.agents/skills/mcp/SKILL.md` (339 lines)

**Features:**
- Skills bring their own tools
- On-demand activation
- Automatic idle cleanup
- Built-in MCPs: websearch, context7, grep_app

**Usage:**
```typescript
import { mcpManager } from '@/app/lib/mcp'
const mcp = await mcpManager.activate('venue-finder')
const result = await mcpManager.callTool('venue-finder', 'search_venues', { city: 'London' })
await mcpManager.deactivate('venue-finder')
```

### 6. Background Agents (Parallel Execution)
**Files:**
- `web/app/lib/background-agents.ts` (363 lines)
- `.agents/skills/background-agents/SKILL.md` (373 lines)

**Features:**
- Parallel task execution
- Map-reduce patterns
- Fan-out with aggregation
- Pipeline execution
- Agent racing

**Usage:**
```typescript
import { backgroundAgents } from '@/app/lib/background-agents'
const results = await backgroundAgents.execute([
  { task: 'Analyze API', agent: 'researcher' },
  { task: 'Design UI', agent: 'visual' },
  { task: 'Write tests', agent: 'reviewer' }
])
```

### 7. Todo Enforcer
**File:** `web/app/lib/todo-enforcer.ts` (363 lines)

**Features:**
- Task tracking with dependencies
- Idle detection
- Progress reporting
- Retry logic
- Priority management

**Usage:**
```typescript
import { todoEnforcer } from '@/app/lib/todo-enforcer'
const session = todoEnforcer.createSession()
const task = todoEnforcer.addTask(session.id, 'Implement feature')
todoEnforcer.startTask(session.id, task.id, 'Builder')
todoEnforcer.completeTask(session.id, task.id)
```

### 8. Session Recovery
**File:** `web/app/lib/session-recovery.ts` (394 lines)

**Features:**
- Automatic checkpointing
- Context window limit handling
- API failure recovery
- Retry with backoff
- Session import/export

**Usage:**
```typescript
import { sessionRecovery } from '@/app/lib/session-recovery'
sessionRecovery.checkpoint('analysis-complete', data)
const recovered = sessionRecovery.recover('analysis-complete')
```

### 9. Comment Quality Checker
**File:** `web/app/lib/comment-checker.ts` (373 lines)

**Features:**
- Detects AI slop in comments
- Identifies redundant/vague comments
- Automatic fixing
- Quality scoring
- ESLint-compatible rule

**Usage:**
```typescript
import { commentChecker } from '@/app/lib/comment-checker'
const result = commentChecker.checkFile('/path/to/file.ts', sourceCode)
const fixed = commentChecker.fixComments(sourceCode)
```

---

## 📊 Statistics

| Metric | Count |
|--------|-------|
| Total New Files | 29+ |
| Lines of Code Added | ~6,500+ |
| API Endpoints Created | 6 |
| Skill Documentation Files | 5 |
| AGENTS.md Files Generated | 6 |
| Agent Roles Defined | 8 |
| MCP Built-ins | 3 |

---

## 🔗 API Endpoints

### Hashline
- `GET /api/hashline?path=/path/to/file`
- `POST /api/hashline` - Apply edit by hash

### Init-Deep
- `GET /api/init-deep/status`
- `POST /api/init-deep` - Generate AGENTS.md files

### MCP
- `POST /api/mcp/:skillId/activate`
- `DELETE /api/mcp/:skillId/deactivate`

---

## 📚 Skill Documentation

Located in `.agents/skills/`:

1. **hashline/SKILL.md** — Content-addressed editing
2. **init-deep/SKILL.md** — Hierarchical context
3. **orchestration/SKILL.md** — Multi-agent routing
4. **mcp/SKILL.md** — Skill-embedded MCPs
5. **background-agents/SKILL.md** — Parallel execution

---

## 🚀 CLI Tools

### Init-Deep
```bash
# Check status
node scripts/init-deep-standalone.js --status

# Generate files
node scripts/init-deep-standalone.js

# Dry run
node scripts/init-deep-standalone.js --dry-run

# Force overwrite
node scripts/init-deep-standalone.js --force
```

---

## 🎯 Integration Roadmap Status

| Phase | Status | Features |
|-------|--------|----------|
| Phase 1: Foundation | ✅ Complete | Hashline, Init-Deep |
| Phase 2: Orchestration | ✅ Complete | Multi-Agent Router, Intent Analysis |
| Phase 3: Advanced | ✅ Complete | MCPs, Background Agents, Todo Enforcer, Session Recovery, Comment Checker |
| Phase 4: Polish | ✅ Complete | Tests, Documentation |

---

## 📝 Next Steps

To leverage these systems:

1. **Update agent workflows** to use hashline for file edits
2. **Use intent analysis** in chat route for better routing
3. **Enable task tracking** for complex operations
4. **Add MCP configs** to relevant skills
5. **Run init-deep** when project structure changes
6. **Use background agents** for parallel tasks

---

## 📖 References

- [Oh My OpenAgent](https://github.com/code-yeongyu/oh-my-openagent)
- Original inspiration for all implemented features
