Gap Analysis Guide
Use this skill when assessing AG3NT's implementation status, identifying missing features, or prioritizing development work.
Gap Analysis Process
code
┌──────────────────────────────────────────────────────────────┐ │ GAP ANALYSIS WORKFLOW │ ├──────────────────────────────────────────────────────────────┤ │ │ │ 1. GATHER REQUIREMENTS │ │ ├── Read PRD: /docs/AG3NT_Product_Requirements_*.md │ │ ├── Read Architecture: /docs/AG3NT_System_Architecture_*│ │ └── Note all "Required" features │ │ │ │ 2. ASSESS CURRENT STATE │ │ ├── Check each component's implementation │ │ ├── Run tests to verify functionality │ │ └── Document status: ✅ Complete, ⚠️ Partial, ❌ Missing │ │ │ │ 3. IDENTIFY GAPS │ │ ├── Compare requirements vs. implementation │ │ ├── Note blocking dependencies │ │ └── Estimate effort for each gap │ │ │ │ 4. PRIORITIZE │ │ ├── HIGH: Blocks core use cases │ │ ├── MEDIUM: Enhances capabilities │ │ └── LOW: Nice to have │ │ │ │ 5. CREATE ACTION PLAN │ │ └── Assign gaps to sprints based on priority │ │ │ └──────────────────────────────────────────────────────────────┘
Current Implementation Status
Core Components
| Component | Status | Completion | Notes |
|---|---|---|---|
| Gateway Core | ✅ Stable | 95% | HTTP, WS, routing |
| Agent Worker | ✅ Stable | 85% | LLM, tools, memory |
| Control Panel | ✅ Complete | 95% | Web UI |
| TUI | ✅ Complete | 90% | Terminal interface |
| Multi-Model | ✅ Complete | 100% | 5 providers |
| Skill System | ✅ Complete | 100% | Discovery, execution |
| Multi-Node | ✅ Complete | 100% | Companion nodes |
| Agent Tools | ⚠️ Gap | 70% | Some tools missing |
| Tests | ⚠️ Gap | 40% | Coverage target: 80% |
Channel Status
| Channel | Status | Priority |
|---|---|---|
| CLI | ✅ Complete | - |
| Telegram | ✅ Complete | - |
| Discord | ✅ Complete | - |
| Slack | ✅ Complete | - |
| ❌ Missing | HIGH | |
| Signal | ❌ Missing | HIGH |
| iMessage | ❌ Missing | MEDIUM |
| Teams | ❌ Missing | MEDIUM |
Tool Status
| Tool | Status | Notes |
|---|---|---|
| Shell Execution | ✅ Complete | With security validation |
| File System | ✅ Complete | Virtual paths, sandboxing |
| Web Search | ✅ Complete | Tavily + DuckDuckGo |
| Browser Control | ✅ Complete | Playwright-based |
| Git Operations | ⚠️ Partial | Basic via shell |
| Email/Calendar | ❌ Missing | Personal assistant gap |
Priority Definitions
HIGH Priority
- •Blocks core use cases
- •Users cannot accomplish primary goals without it
- •Examples: Missing critical tool, broken channel
MEDIUM Priority
- •Enhances capabilities
- •Users can work around it but experience is degraded
- •Examples: Missing convenience feature, partial implementation
LOW Priority
- •Nice to have
- •Improves polish but not essential
- •Examples: UI improvements, advanced features
Gap Documentation Template
When documenting a gap:
markdown
## Gap: {Feature Name}
**Status**: ❌ Missing / ⚠️ Partial
**Priority**: HIGH / MEDIUM / LOW
**Blocks**: {What use cases are blocked}
### Current State
{What exists today, if anything}
### Required State
{What the PRD/Architecture specifies}
### Gap Details
{Specific missing pieces}
### Effort Estimate
{Hours/days to implement}
### Dependencies
{What must be done first}
### Recommended Sprint
{Which sprint should address this}
Performing a Gap Review
- •
Read the latest documentation review:
coderead_file path="/docs/DOCUMENTATION_REVIEW_2026-01-28.md"
- •
Check the roadmap:
coderead_file path="/docs/ROADMAP.md"
- •
Review sprint breakdown:
coderead_file path="/docs/SPRINT_1_2_TASK_BREAKDOWN.md"
- •
Run tests to verify current state:
bashcd apps/agent && uv run pytest --cov cd apps/gateway && npm test
Key Gaps to Track
Production Blockers
- • Test coverage < 80%
- • No deployment documentation
- • No API usage tracking
Feature Gaps
- • WhatsApp channel
- • Signal channel
- • Email integration
- • Calendar integration
Enhancement Gaps
- • Skill registry integration
- • Automatic model failover
- • Inter-session communication
Further Reading
- •Latest review:
/docs/DOCUMENTATION_REVIEW_2026-01-28.md - •Production plan:
/docs/PRODUCTION_READINESS_PLAN.md - •Roadmap:
/docs/ROADMAP.md