# GENESIS OVERNIGHT EVOLUTION AUDIT
## Comprehensive System Inventory, Capability Matrix, Gap Analysis & Evolution Plan
**Generated**: 2026-02-14 (Overnight Autonomous Mission)
**Agent**: Claude Opus 4.6 Hyperstack
**Scope**: Full repository audit — /mnt/e/genesis-system/

---

## TABLE OF CONTENTS

1. [System Inventory](#1-system-inventory)
2. [Capability Matrix](#2-capability-matrix)
3. [Gap Analysis](#3-gap-analysis)
4. [Evolution Recommendations (Top 20)](#4-evolution-recommendations-top-20)
5. [Revenue Readiness](#5-revenue-readiness)
6. [Overnight Achievement Summary](#6-overnight-achievement-summary)

---

## 1. SYSTEM INVENTORY

### 1.1 Skills Registry

**Total Skills**: 64 (registered in `.claude/skills/registry.json` v2.5.0)
**Skill Markdown Files**: 55 (in `.claude/skills/` subdirectories)
**Last Updated**: 2026-02-12

| Category | Count | Skills |
|----------|-------|--------|
| **orchestration** | 8 | agent-orchestration-advanced, agent-sandboxes, agent-teams, background-subagents, coordination, multi-agent-orchestration, native-task-coordination, parallel-subagents |
| **optimization** | 8 | 1m-context-mastery, adaptive-thinking, cost-optimization, extended-thinking, fast-mode-optimization, model-stack-strategy, model-switching, performance-tuning |
| **development** | 6 | debugging-mastery, documentation-generation, file-operations-mastery, git-worktrees-parallel, implementation, search-patterns |
| **integration** | 7 | api-integration, ide-integration, mcp-tool-search, n8n-nervous-system, notification-hooks, slash-commands, workflow-automation |
| **quality** | 5 | closed-loop-verification, code-review-patterns, evaluator-patterns, testing-strategies, verification-first |
| **security** | 4 | permission-system, pretooluse-validator, security-hardening, security-vuln-research, skill-security-scanner |
| **memory** | 3 | compaction-strategy, context-window, memory |
| **knowledge_ingestion** | 3 | knowledge-extraction, supadata-ingestion, youtube-test-skill-final |
| **methodology** | 3 | piter-framework, scout-plan-build, thread-engineering |
| **architecture** | 2 | core-four-framework, genesis-architect |
| **learning** | 2 | meta-cognition, self-correcting-agents |
| **analysis** | 2 | analysis, transcript-analysis |
| **prompting** | 1 | prompt-chain-patterns, prompt-caching |
| **business** | 1 | revenue-pipeline-launch |
| **evolution** | 1 | alpha-evolve |
| **observability** | 1 | multi-agent-observability |
| **migration** | 1 | opus-46-migration |
| **meta** | 1 | skills-creation |

---

### 1.2 Agent Fleet

**Total Agents**: 12 (8 operational + 4 product-tier)
**Location**: `.claude/agents/MANIFEST.md`

| Agent | Model | Thread Type | Purpose |
|-------|-------|-------------|---------|
| team-lead | opus | B-Thread | Coordinate Agent Teams |
| parallel-builder | sonnet | P-Thread | Implementation teammate |
| fusion-evaluator | opus | F-Thread | Compare competing solutions |
| long-thread-runner | opus | L-Thread | Extended autonomous execution |
| gemini-dispatcher | opus | B-Thread | Route to Gemini swarm |
| rwl-executor | opus | L+C-Thread | Execute RWL stories |
| verification-agent | sonnet | C-Thread | Quality assurance |
| research-scout | haiku | P-Thread | Intelligence gathering |
| l1-basic | gemini-flash | -- | Free text assistant |
| l2-digital-employee | sonnet | -- | Voice + memory + browser ($497-697/mo) |
| l3-domain-expert | opus | -- | Pre-loaded domain expertise ($997-1,497/mo) |
| l4-executive | opus | -- | Full autonomous executive ($5K-10K/mo) |

**Thread Type Coverage**: All 7 types covered (Base, P, C, F, B, L, Z)

---

### 1.3 Knowledge Graph

**Location**: `/mnt/e/genesis-system/KNOWLEDGE_GRAPH/`

| Asset | Count | Location |
|-------|-------|----------|
| **Axiom files** | 19 JSONL files | `axioms/` |
| **Total axiom lines** | 317 | across 19 files |
| **Entity JSON files** | 20 | `entities/*.json` |
| **Entity JSONL files** | 8 | `entities/*.jsonl` |
| **GHL sub-entities** | 23 | `entities/ghl/` |
| **Entities in master JSONL** | 144 lines | `entities.jsonl` |
| **Relationships JSONL (master)** | 125 lines | `relationships.jsonl` |
| **Relationships (GHL)** | 360 lines | `relationships/ghl_relationships*.jsonl` |
| **Conversation archives** | 27 files | `claude_conversations/` |
| **Creator mind extracts** | 15 files | `creator_mind/` |
| **Indexes** | 1 file | `indexes/ghl_agentic_retrieval.json` |
| **FalkorDB graph** | 952 nodes, 285 edges | Live on Elestio |

**Top Axiom Domains (by count)**:
- revenue_strategy: 43 axioms
- multiagent_orchestration: 27 axioms
- voice_agent_client_acquisition: 25 axioms
- ad_strategy_scaling: 25 axioms
- ai_agent_competitive: 25 axioms
- reddit_app_marketing: 25 axioms
- ai_ugc_app_revenue: 23 axioms
- growth_distribution: 22 axioms

**NOTE**: Registry claims 434 total axioms but actual file line count is 317. Discrepancy of 117 — likely some axioms are embedded in entity JSON files rather than in axiom JSONL files, or the count includes axioms from `data/axioms.json` (separate location).

---

### 1.4 Hooks System

**Location**: `.claude/hooks/`
**Total Hook Scripts**: 7 files

| Hook | Event(s) | Purpose |
|------|----------|---------|
| `session_sync.py` | SessionStart | Auto-sync with Antigravity agent state |
| `pre_tool_check.py` | PreToolUse (Bash, Edit, Write) | AIVA protection, destructive git block, C: drive block |
| `post_edit_verify.py` | PostToolUse (Edit, Write) | C: drive block, SQLite detection |
| `context_tracker.py` | PostToolUse (all) | Context % monitoring, CTM triggers at 50/65/80% |
| `observability_logger.py` | PostToolUse, PostToolUseFailure, SubagentStart, SubagentStop, Stop, Notification | Full lifecycle event logging |
| `pre_compact_ctm.py` | PreCompact | Backup transcript before compaction |
| `genesis_statusline.sh` | StatusLine | Live status bar in terminal |

**Events Wired in settings.json**: 8 hook event types (all 8 Claude Code hook events are covered)
**Observability Events Logged**: 6,713 events in `data/observability/events.jsonl`

---

### 1.5 Protocols

**Location**: `/mnt/e/genesis-system/protocols/`
**Total Protocols**: 6

| Protocol | Status | Purpose |
|----------|--------|---------|
| `ALPHA_EVOLVE_PROTOCOL.md` | ACTIVE | Recursive self-improvement loop (INGEST -> EXTRACT -> SYNTHESIZE -> HARDCODE -> VERIFY -> EVOLVE) |
| `NAMP_PROTOCOL.md` | ACTIVE | Non-Human Autonomy Maturity (AIVA queen ascension, 500 decisions @ 90% accuracy) |
| `RESEARCH_FIRST_PROTOCOL.md` | MANDATORY | Read all existing work before building anything |
| `VERIFICATION_PROTOCOL.md` | MANDATORY | No claims without proof artifacts |
| `RESEARCH_ROUTER_PROTOCOL.md` | ACTIVE | Route research tasks to appropriate agents/tools |
| `REDDIT_HUMAN_BEHAVIOR_PROTOCOL.md` | ACTIVE | Reddit engagement patterns for marketing |

---

### 1.6 Core Python Modules

**Location**: `/mnt/e/genesis-system/core/`
**Total Python files**: 128
**Total lines of Python**: 45,591

**Key Modules by Function**:

| Module | Lines | Status | Purpose |
|--------|-------|--------|---------|
| `genesis_execution_layer.py` | 600 | BROKEN (missing deps) | Central execution layer |
| `genesis_memory_cortex.py` | 1,064 | Operational | Multi-tier memory system |
| `blackboard.py` | 1,150 | Operational | Shared state blackboard |
| `genesis_kernel.py` | 909 | Operational | Core system kernel |
| `genesis_heartbeat.py` | 896 | Operational | Circulatory/heartbeat loop |
| `enhanced_surprise.py` | 527 | Operational | Surprise-based learning |
| `surprise_memory.py` | ~50 | Operational | Memory with surprise scoring |
| `gemini_session_spawner.py` | 401 | Operational | Spawn Gemini sessions |
| `budget_manager.py` | -- | Operational | API budget controls |
| `circuit_breaker.py` | -- | Operational | Fault tolerance |
| `secrets_loader.py` | -- | Operational | Credential management |

**Sub-modules**:
- `core/evolution/` — 20 files (PRD generator, gap detector, swarm manager, skill factory)
- `core/knowledge/` — 9 files (entity extractor, pattern recognizer, graph RAG)
- `core/voice/` — 3 files (Gemini Live, Telnyx, OpenWork bridge)
- `core/revenue/` — 2 files (attribution engine, revenue tracker)
- `core/security/` — 3 files (credential manager, input validator, selector sanitizer)
- `core/monitoring/` — 2 files (OpenWork health, Slack bridge)
- `core/routing/` — 1 file (model router)
- `core/tiering/` — 2 files (tier gate, tier config)
- `core/middleware/` — 1 file (reskin engine)
- `core/youtube/` — 3 files (pipeline API, Qdrant ingestion)
- `core/qwen/` — 8 files (unified client, rate maximizer, health monitor)
- `core/conductor/` — 2 files (engine, identity)

---

### 1.7 AIVA Subsystem

**Location**: `/mnt/e/genesis-system/AIVA/`
**Total Python files**: 441
**Runtime**: Mac Mini M4 (192.168.1.57, OpenClaw v2026.2.6-3)

Key subsystems:
- `autonomy/` — 14 files (engine, decision gate, confidence scorer v2, simulation engine, calibration loop, HITL gates)
- `memory/` — 3 files (decision context, memory gate, titan sync)
- `voice/` — 2 files (live voice agent HTML, Telegram voice)
- `core/` — 4 files (downscale manager, SMTP, threshold, tracing)
- `config/` — configuration management
- `dashboard/` — monitoring UI
- `email/` — email client
- `testing/` — downscale testing
- 18/59 OpenClaw skills ready (per MEMORY.md)

---

### 1.8 Products

| Product | Directory | Stage |
|---------|-----------|-------|
| **ReceptionistAI** | `RECEPTIONISTAI/` | PRD complete, scripts written, not deployed |
| **Sunaiva AI Memory** | `Sunaiva/ai-memory/` | MVP built (8/8 E2E tests pass), not deployed |
| **ClawdTalk** | Research only | Revenue analysis complete ($25K-200K/mo potential) |
| **AgileAdapt** | `AGILEADAPT/` | Brand assets, logos, Facebook management docs |
| **Genesis Agents (L1-L4)** | `config/tier_definitions.json`, agent files | Tier definitions built, not productized |
| **Antigravity (Genesis V2)** | `genesis_v2/` | Platform skeleton, MCP server, not operational |

---

### 1.9 Infrastructure

| Service | Host | Purpose | Status |
|---------|------|---------|--------|
| PostgreSQL | `postgresql-genesis-u50607.vm.elestio.app:25432` | Relational data | ACTIVE |
| Qdrant | `qdrant-b3knu-u50607.vm.elestio.app:6333` | Vector embeddings | ACTIVE |
| Redis | `redis-genesis-u50607.vm.elestio.app:26379` | Caching/queues | ACTIVE |
| n8n | `n8n-genesis-u50607.vm.elestio.app:443` | Workflow automation | ACTIVE |
| FalkorDB | On Elestio | Graph database | ACTIVE (952 nodes) |
| Supermemory | `mcp-servers/supermemory/` | save.sh, search.sh scripts | OPERATIONAL |
| Telnyx | SIP Telephony | Australian phone numbers | CONFIGURED |
| Vapi | Voice AI Platform | Call orchestration | API KEY PRESENT |
| GHL | CRM/Agency | Sub-accounts, automation | API KEY PRESENT |
| Stripe | Payments | Billing & subscriptions | LIVE KEYS PRESENT |
| ElevenLabs | Voice Synthesis | TTS for voice agents | API KEY PRESENT |

**Monthly Cost**: ~$46/mo (Elestio stack)

---

### 1.10 MCP Servers

| Server | Location | Type | Status |
|--------|----------|------|--------|
| genesis-core | `mcp-servers/genesis-core/` | Python (server.py) | Available |
| sequential-thinking | `mcp-servers/sequential-thinking/` | Node.js | Available |
| storm | `mcp-servers/storm/` | Node.js | Available |
| supermemory | `mcp-servers/supermemory/` | Shell scripts | Available |
| patent-os | `mcp-servers/patent-os/` | -- | Available |
| ghl | `mcp-servers/ghl/` | -- | Modified (submodule) |
| genesis-v2 | `genesis_v2/mcp/stdio_server` | Python | Configured in settings.json |
| supermemory-mcp | `supermemory-mcp/` | React/Cloudflare Workers | Separate project |

---

### 1.11 Research & Knowledge Assets

| Asset Type | Count | Location |
|------------|-------|----------|
| YouTube Transcripts | 28 files | `Youtube Transcripts/` |
| Research Reports | 2+ files | `Research reports/` |
| Docs Research | 22+ files | `docs/research/` |
| Voice AI Competitive Analysis | Multiple | `docs/research/voiceai-competitive-analysis/` |
| Patent Portfolio | Extensive | `docs/GENESIS PATENTS/` (USPTO receipts, strategies, conversations) |
| Plans/PRDs | 20 files | `docs/plans/` |
| High-level Plans | 16 files | `plans/` |
| Strategy Documents | 5 files | `RECEPTIONISTAI/strategy/` |
| API Mastery Research | 4 files | `RECEPTIONISTAI/research/` |
| Stitch Reports (Competitive Intel) | 9 files | `docs/research/stitch_report_*.md` |
| Domain Portfolio | 2 files | `domain_portfolio.txt`, `domain_portfolio_list.txt` |

---

### 1.12 Slash Commands

| Command | Description |
|---------|-------------|
| `/genesis-start` | Full session initialization with context loading |
| `/parallel-develop` | Launch parallel worktree development |

---

### 1.13 Data & Observability

| Data Store | Location | Records |
|------------|----------|---------|
| Observability Events | `data/observability/events.jsonl` | 6,713 events |
| Observability Sessions | `data/observability/sessions.jsonl` | Active |
| Observability Metrics | `data/observability/metrics.json` | Active |
| Execution Layer Logs | `data/execution_layer.jsonl` | Active |
| Rate Maximizer Usage | `data/rate_maximizer_usage.jsonl` | Active |
| Surprise Events | `data/surprise_events.jsonl` | Active |
| Evolution Sessions | `evolution_sessions/` | Active |
| Error Log | `error_log.jsonl` | Active |
| Evolution Log | `evolution_log.jsonl` | Active |

---

## 2. CAPABILITY MATRIX

### 2.1 Orchestration

| Capability | Status | Implementation |
|------------|--------|----------------|
| Multi-agent teams | OPERATIONAL | `CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1` in settings.json |
| Background subagents | OPERATIONAL | Task tool with run_in_background |
| Native Task DAG | OPERATIONAL | TaskCreate/TaskUpdate with blockedBy |
| RWL story execution | PARTIAL (execution layer broken) | `core/genesis_execution_layer.py` — imports missing files |
| Gemini swarm dispatch | PARTIAL (missing executor) | `gemini_executor.py` moved to legacy_v1 |
| Agent sandboxes (worktrees) | OPERATIONAL | E: drive worktrees, provisioner script |
| Thread engineering (7 types) | OPERATIONAL | All 7 IndyDevDan thread types mapped to agents |
| Thin Coordinator Protocol | DOCUMENTED | `coordinator/` directory, worker templates |

### 2.2 Memory

| System | Status | Implementation |
|--------|--------|----------------|
| Working Memory (Redis) | OPERATIONAL | Elestio Redis, `redis_store.py` |
| Episodic Memory (PostgreSQL) | OPERATIONAL | Elestio PostgreSQL, `postgresql_store.py` |
| Semantic Memory (Qdrant) | OPERATIONAL | Elestio Qdrant, `qdrant_store.py` |
| Graph Memory (FalkorDB) | OPERATIONAL | 952 nodes, 285 edges on Elestio |
| Supermemory (External) | OPERATIONAL | save.sh/search.sh wrapper scripts |
| Memory Cortex (Unified) | OPERATIONAL | `core/genesis_memory_cortex.py` (1,064 lines) |
| Memory Hub (Unified Query) | BUILT | `core/genesis_memory_hub.py` (510 lines) — queries all 5 in parallel |
| Surprise-Based Learning | OPERATIONAL | `core/surprise_memory.py`, `core/enhanced_surprise.py` |
| Titan Memory (CLAUDE.md) | OPERATIONAL | 10 learnings hardcoded in CLAUDE.md |
| Context Compaction | OPERATIONAL | PreCompact hook + 85% auto-threshold |
| Pre-Compaction CTM | OPERATIONAL | Transcript backup before compaction |

### 2.3 Research

| Capability | Status | Implementation |
|------------|--------|----------------|
| Web search | OPERATIONAL | WebSearch tool (native) |
| YouTube transcript ingestion | OPERATIONAL | Supadata skill, 28 transcripts ingested |
| Knowledge extraction | OPERATIONAL | `core/knowledge/entity_extractor.py`, relationship mapper |
| Competitive intelligence | EXTENSIVE | 9 stitch reports, voice AI analysis, agent landscape |
| Research router | DOCUMENTED | `protocols/RESEARCH_ROUTER_PROTOCOL.md` |
| Document reading (PDF, DOCX) | OPERATIONAL | Read tool (multimodal) |
| Alpha Evolve cycles | 20 CYCLES COMPLETE | Ingested 5+ sources in cycle 20 alone |

### 2.4 Development

| Capability | Status | Implementation |
|------------|--------|----------------|
| Code review | OPERATIONAL | code-review-patterns skill |
| Testing strategies | DOCUMENTED | testing-strategies skill, GLOBAL_GENESIS_RULES.md |
| Git worktree parallel dev | OPERATIONAL | `/parallel-develop` command |
| File operations | OPERATIONAL | Read/Write/Edit/Glob/Grep tools |
| Verification-first | ENFORCED | Protocol + hooks |
| Self-correcting agents | DOCUMENTED | self-correcting-agents skill |
| PRD generation | OPERATIONAL | `core/evolution/prd_generator.py` |
| Skill generation | OPERATIONAL | `core/evolution/skill_factory.py`, `core/skills/skill_generator.py` |

### 2.5 Revenue

| Capability | Status | Implementation |
|------------|--------|----------------|
| Revenue tracker | BUILT | `core/revenue/revenue_tracker.py` |
| Attribution engine | BUILT | `core/revenue/attribution_engine.py` |
| Stripe integration | CONFIGURED | Live keys in GHL + RECEPTIONISTAI |
| GHL CRM automation | API READY | Agency key + sub-account template plan |
| Pricing structure | RESEARCHED | 3 tiers ($497/$697/$997 AUD) |
| Cost-per-minute model | DOCUMENTED | COST_PER_MINUTE_BREAKDOWN.md |
| Onboarding automation | DOCUMENTED | n8n workflow JSON, orchestrator script |
| Revenue pipeline skill | DOCUMENTED | revenue-pipeline-launch skill |

### 2.6 Voice

| Capability | Status | Implementation |
|------------|--------|----------------|
| AIVA voice (Telnyx) | CONFIGURED | +61731304377, Telnyx.NaturalHD.eucalyptus |
| Vapi integration | API READY | Assistant ID configured, research complete |
| ElevenLabs TTS | API READY | Flash v2.5, Australian voice |
| Gemini Live voice | BUILT | `core/voice/gemini_live_session.py` |
| Telnyx SIP provisioning | SCRIPTED | `RECEPTIONISTAI/scripts/telnyx_provisioner.py` |
| Voice AI wrapper dashboard | TRIAL | VoiceAI Wrapper trial starting |
| Telegram voice | BUILT | `AIVA/voice/telegram_voice.py` |
| Live voice agent UI | BUILT | `AIVA/voice/live_voice_agent.html` |

### 2.7 Observability

| Capability | Status | Implementation |
|------------|--------|----------------|
| Tool call logging | OPERATIONAL | observability_logger.py (PostToolUse) |
| Error tracking | OPERATIONAL | PostToolUseFailure hook |
| Agent lifecycle tracking | OPERATIONAL | SubagentStart/SubagentStop hooks |
| Session tracking | OPERATIONAL | Stop hook |
| Inter-agent notifications | OPERATIONAL | Notification hook |
| Context % monitoring | OPERATIONAL | context_tracker.py (50/65/80% thresholds) |
| Status line | OPERATIONAL | genesis_statusline.sh |
| AIVA protection guard | OPERATIONAL | pre_tool_check.py (IP block) |
| C: drive guard | OPERATIONAL | pre_tool_check.py + post_edit_verify.py |
| SQLite guard | OPERATIONAL | post_edit_verify.py |
| Destructive git guard | OPERATIONAL | pre_tool_check.py |
| Pre-compaction backup | OPERATIONAL | pre_compact_ctm.py |

---

## 3. GAP ANALYSIS

### 3.1 CRITICAL: Broken Execution Layer

**Severity**: CRITICAL
**Impact**: The central execution pathway (`core/genesis_execution_layer.py`) imports `gemini_rate_maximizer` and `gemini_executor` but both files have been moved to `legacy_v1/core/`. Only `.pyc` cache files remain in `core/__pycache__/`.

```python
# Line 46-47 of genesis_execution_layer.py:
from core.gemini_rate_maximizer import GeminiRateMaximizer, TaskType
from core.gemini_executor import GeminiExecutor
# BOTH FILES MISSING FROM core/ — moved to legacy_v1/core/
```

**Impact**: The entire RWL swarm execution pipeline is non-functional. Any call to `execute_task()` or `execute_rwl_swarm()` will fail with ImportError.

**Fix**: Either restore files from `legacy_v1/core/` or update imports to point to new locations.

---

### 3.2 CRITICAL: Axiom Count Discrepancy

**Registry claims**: 434 axioms
**Actual axiom JSONL lines**: 317 (across 19 files)
**Discrepancy**: 117 axioms unaccounted for

Possible explanations:
- Some axioms may live in `data/axioms.json` (separate location)
- Entity JSON files may contain embedded axioms not counted as JSONL lines
- Count may include opus_46_axioms.jsonl which was not found in the axioms directory

**Fix**: Audit all axiom locations and reconcile the count.

---

### 3.3 HIGH: Products Not Deployed

| Product | What Exists | What's Missing |
|---------|-------------|----------------|
| **ReceptionistAI** | PRD (200 stories), pricing, scripts, demo assets | GHL sub-account not created, Stripe products not configured, website not live, no client onboarding flow deployed |
| **Sunaiva AI Memory** | Full MVP (server, parser, extractor, MCP, frontend), 8/8 tests passing | Auth/accounts, payments, hosting, admin dashboard |
| **ClawdTalk** | Revenue analysis only | Everything — no code exists |
| **AgileAdapt** | Logos, brand assets, Facebook management docs | No product code, no website, no revenue mechanism |
| **Genesis Agents (L1-L4)** | Tier definitions, agent files | No marketplace, no billing, no customer portal |

---

### 3.4 HIGH: Skills Without Backing Implementation

Several skills are documentation-only (markdown files) without corresponding executable code:

| Skill | Has .md | Has Code | Gap |
|-------|---------|----------|-----|
| n8n-nervous-system | Yes | No (n8n workflows not connected to Claude) | n8n workflows exist but no trigger/dispatch mechanism |
| revenue-pipeline-launch | Yes | Partial (revenue tracker exists) | No end-to-end revenue pipeline |
| piter-framework | Yes | No | Methodology docs only |
| scout-plan-build | Yes | No automation | Manual execution pattern |
| workflow-automation | Yes | No | Generic docs only |
| ide-integration | Yes | No | Reference docs only |
| prompt-caching | Yes | No | Strategy docs only |

---

### 3.5 HIGH: Missing Test Coverage

**Test files found**: 6 files in `tests/` (chaos, stress, integration, entity, relationship, memory)
**Test files in sub-projects**: Sunaiva has `test_mvp.py`, AIVA has testing directory

**Gaps**:
- No tests for core execution layer
- No tests for hook scripts
- No tests for knowledge graph integrity
- No automated test runner (CI/CD pipeline absent)
- GLOBAL_GENESIS_RULES.md mandates black box + white box testing on every story, but no enforcement mechanism exists
- No pre-commit hooks configured in git (only Claude Code hooks)

---

### 3.6 MEDIUM: Memory Cortex Still References SQLite

`core/genesis_memory_cortex.py` line 9 mentions "Episodic Memory (SQLite)" in its docstring, and line 30 has `# sqlite3 removed` comment. While the actual import was removed, the architecture docs and comments still reference SQLite, creating confusion. The module should be updated to clearly document PostgreSQL as the episodic store.

---

### 3.7 MEDIUM: Duplicate hashlib Import

`core/genesis_memory_cortex.py` lines 28-29:
```python
import hashlib
import hashlib  # duplicate
```

---

### 3.8 MEDIUM: genesis_v2 (Antigravity) Is Empty

The `genesis_v2/` directory has only `__pycache__` in `core/` and `server/` directories. The MCP server is configured in settings.json but the actual implementation appears hollow. The `run_genesis.py` mentioned in MEMORY.md likely does not function.

---

### 3.9 MEDIUM: Stale Handoff Documents

Multiple `HANDOFF.md` files exist across the repo:
- `/mnt/e/genesis-system/HANDOFF.md` (root)
- `/mnt/e/genesis-system/RECEPTIONISTAI/HANDOFF.md`
- `/mnt/e/genesis-system/docs/HANDOFF.md`

These likely contain outdated session state and should be consolidated or marked with timestamps.

---

### 3.10 MEDIUM: Orphaned Data Files

Several files in the root directory appear to be artifacts:
- `E:\genesis-system\data\episodic_memory.db` (SQLite — violates Rule 7)
- `core/E:\genesis-system\data\episodic_memory.db-shm` (malformed path)
- `core/E:\genesis-system\data\episodic_memory.db-wal` (malformed path)
- `data/episodic_memory.db` (SQLite file in data directory)
- `data/genesis-memory/outcomes.db` (SQLite file)
- `data/kinan_liaison.db` (SQLite file)

These violate the "No SQLite" rule (GLOBAL_GENESIS_RULES.md Rule 7).

---

### 3.11 LOW: Protocols Not Enforced by Automation

| Protocol | Automated Enforcement | Gap |
|----------|----------------------|-----|
| AIVA Protection | YES (pre_tool_check.py) | Fully enforced |
| C: Drive Protection | YES (pre_tool_check.py + post_edit_verify.py) | Fully enforced |
| SQLite Ban | PARTIAL (post_edit_verify.py warns) | Only warns, does not block |
| Destructive Git | YES (pre_tool_check.py) | Fully enforced |
| Research-First | NO | Only documented, no hook |
| Verification-First | NO | Only documented, no hook |
| Testing Protocol | NO | Only documented, no pre-commit |
| Alpha Evolve Cycle | NO | Manual trigger only |

---

### 3.12 LOW: Slash Command Gap

Only 2 slash commands exist:
- `/genesis-start` — session initialization
- `/parallel-develop` — parallel worktree dev

Missing high-value commands:
- `/context` — mentioned in CLAUDE.md but not implemented as command
- `/handoff` — mentioned in CLAUDE.md but not implemented
- `/hyperstack` — mentioned in CLAUDE.md but not implemented
- `/alpha-evolve` — trigger evolution cycle
- `/status` — system health check
- `/revenue` — revenue dashboard
- `/deploy` — deployment orchestration

---

## 4. EVOLUTION RECOMMENDATIONS (Top 20)

### TIER 1: Quick Wins (< 30 minutes each)

**1. Restore Execution Layer Dependencies** [CRITICAL]
- Copy `legacy_v1/core/gemini_executor.py` and `legacy_v1/core/gemini_rate_maximizer.py` back to `core/`
- Or create symlinks / update import paths
- Impact: Unblocks the entire RWL swarm execution pipeline
- Time: 10 minutes

**2. Fix Duplicate hashlib Import** [LOW]
- Remove line 29 duplicate `import hashlib` in `core/genesis_memory_cortex.py`
- Time: 1 minute

**3. Clean Up SQLite Artifacts** [MEDIUM]
- Delete `data/episodic_memory.db`, `data/genesis-memory/outcomes.db`, `data/kinan_liaison.db`
- Remove malformed path files in `core/`
- Time: 5 minutes

**4. Reconcile Axiom Count** [MEDIUM]
- Audit `data/axioms.json` and entity files for embedded axioms
- Update registry.json with accurate count
- Time: 15 minutes

**5. Update Memory Cortex Docstring** [LOW]
- Replace SQLite references with PostgreSQL in `genesis_memory_cortex.py` docs
- Time: 5 minutes

**6. Upgrade SQLite Warning to Block** [MEDIUM]
- In `post_edit_verify.py`, change SQLite detection from "warn" to "block"
- Aligns with Rule 7 (SQLite is FORBIDDEN)
- Time: 5 minutes

**7. Add Missing Slash Commands (Stubs)** [LOW]
- Create `/context`, `/handoff`, `/hyperstack`, `/status` command files
- Even as simple read-and-display commands, these add significant usability
- Time: 20 minutes

---

### TIER 2: Medium Lifts (1-4 hours each)

**8. Deploy Sunaiva AI Memory MVP** [HIGH - REVENUE]
- MVP is built and passes 8/8 E2E tests
- Deploy to Railway or Render (config files exist: `railway.json`, `render.yaml`, `Dockerfile.railway`)
- Add basic auth (JWT or API key)
- Estimated time to first dollar: 1-2 days post-deployment
- Time: 2-3 hours

**9. Create ReceptionistAI GHL Sub-Account** [HIGH - REVENUE]
- Execute Story 1 from MASTER_PRD: Create "ReceptionistAI-Template" sub-account
- Import Extendly snapshot
- Configure pipelines and calendars
- Time: 2-3 hours

**10. Build Research-First Enforcement Hook** [MEDIUM]
- Create a PreToolUse hook that checks if related folders have been read before Write/Edit operations
- Implement as a lightweight file-read tracker per session
- Time: 2 hours

**11. Create Pre-Commit Git Hook** [HIGH]
- Add `.git/hooks/pre-commit` that:
  - Checks for `import sqlite3` in staged files
  - Verifies test files exist for new Python files
  - Blocks commits with C: drive paths
- Currently only Claude Code hooks exist; git hooks add an additional layer
- Time: 1 hour

**12. Build Automated Test Runner** [HIGH]
- Create `scripts/run_tests.sh` that discovers and runs all tests across the repo
- Add to CI or as a slash command
- Cover: `tests/`, `Sunaiva/ai-memory/test_mvp.py`, `AIVA/testing/`
- Time: 2 hours

**13. Consolidate Handoff Documents** [MEDIUM]
- Merge all `HANDOFF.md` files into a single timestamped handoff system
- Create `/handoff` slash command to generate current state
- Time: 1 hour

**14. Wire n8n to Genesis** [HIGH]
- Create webhook triggers in n8n that can be called from Claude Code
- Implement `n8n_trigger.py` utility for dispatching workflows
- Connect onboarding automation workflow to ReceptionistAI
- Time: 3-4 hours

**15. Build ReceptionistAI Demo Website** [HIGH - REVENUE]
- `core/web/` has HTML/CSS assets (hero_pulse.html, tradie_voice_ai_master.css)
- Deploy to Cloudflare Pages or Vercel
- Connect Stripe checkout
- Time: 3-4 hours

---

### TIER 3: Strategic Investments (1+ days each)

**16. Complete AIVA Queen Ascension (Phase 3-4)** [HIGH]
- Phase 3: NAMP bootstrap (500 decision cycles), multi-agent, morning briefing
- Phase 4: N8N/SSH dispatch bridge, model routing, revenue pipeline, maturity dashboard
- Current state: 18/59 skills ready
- Time: 2-3 days

**17. Build ClawdTalk Product** [MEDIUM - REVENUE]
- Research analysis shows $25K-200K/mo potential, 8.2/10 defensibility
- Need: Product definition, MVP, landing page, pricing
- Time: 3-5 days

**18. Productize Genesis Agents (L1-L4)** [HIGH - REVENUE]
- Tier definitions exist in `config/tier_definitions.json`
- Need: Customer portal, billing (Stripe), provisioning automation, usage metering
- Revenue potential: L2 at $497-697/mo, L3 at $997-1,497/mo, L4 at $5K-10K/mo
- Time: 5-7 days

**19. Implement Full CI/CD Pipeline** [HIGH]
- Connect GitHub Actions or self-hosted runner
- Automated testing on push
- Deployment automation for products
- Code quality gates
- Time: 2-3 days

**20. Build Revenue Dashboard** [MEDIUM]
- Unified view of all revenue products
- Connect Stripe webhooks, GHL CRM data
- Track MRR, churn, LTV across ReceptionistAI/Sunaiva/AgileAdapt
- Time: 2-3 days

---

## 5. REVENUE READINESS

### 5.1 ReceptionistAI

| Aspect | Status | Detail |
|--------|--------|--------|
| **What Exists** | Extensive | 200-story PRD, pricing ($497/$697/$997 AUD), cost analysis, demo scripts, competitor research, Vapi/Telnyx/ElevenLabs API keys, GHL agency account, Stripe live keys, n8n workflows, provisioning scripts, demo HTML pages (bunker-fnq-audit.html, bunker-fnq-demo-site.html) |
| **What's Missing** | Deployment + Sales | GHL sub-account template not created, Stripe products not configured, website not live, onboarding flow not deployed, no active client acquisition |
| **Revenue Model** | Subscription | $497-997/mo per client, target 87 clients = $43K MRR |
| **Cost Per Call Minute** | $0.15-0.25 AUD | Vapi + ElevenLabs + Telnyx + Deepgram combined |
| **Margin** | ~80%+ | At $497/mo with 300 min cap, cost is ~$45-75/mo |
| **Time to First Dollar** | 3-5 days | Need: GHL setup, Stripe products, website deploy, first demo call |
| **First Customer Lead** | George Bunker (FNQ) | Demo materials already built (bunker-fnq-demo-site.html) |
| **Blockers** | Execution | All infrastructure is ready — need to execute the deployment stories |

### 5.2 Sunaiva AI Memory

| Aspect | Status | Detail |
|--------|--------|--------|
| **What Exists** | MVP Complete | FastAPI server, parser (6 formats), entity extractor, MCP server (6 tools, 4 resources), frontend HTML, Docker compose, 8/8 E2E tests passing |
| **What's Missing** | Auth + Hosting | No user accounts, no payments, not deployed to production |
| **Revenue Model** | Subscription | Starter $47/mo, Pro $97/mo, Sovereign $197/mo |
| **Time to First Dollar** | 1-2 weeks | Need: Auth system, Stripe integration, deployment |
| **Patent Protection** | YES | USPTO receipts filed, patent portfolio documented |
| **Blockers** | Authentication and hosting |

### 5.3 ClawdTalk

| Aspect | Status | Detail |
|--------|--------|--------|
| **What Exists** | Research Only | Revenue opportunity analysis ($25K-200K/mo), defensibility score 8.2/10, Gemini conversation doc |
| **What's Missing** | Everything | No code, no product definition, no MVP |
| **Revenue Model** | TBD | Research suggests multiple monetization paths |
| **Time to First Dollar** | 3-6 weeks | Need: product definition, MVP, launch |
| **Blockers** | Product definition and prioritization |

### 5.4 AgileAdapt

| Aspect | Status | Detail |
|--------|--------|--------|
| **What Exists** | Brand Only | Logo kit (6 variations), Facebook cover/LinkedIn banner, brand identity entity in KG, Facebook management docs, `tradie_chatbots/` directory |
| **What's Missing** | Product | No application code, no service definition, no pricing |
| **Revenue Model** | Undefined | Previously positioned as project management for tradies |
| **Time to First Dollar** | 4-8 weeks | Need: product scope, MVP, marketing |
| **Blockers** | Strategic decision on product direction |

### 5.5 Genesis Agents (L1-L4)

| Aspect | Status | Detail |
|--------|--------|--------|
| **What Exists** | Architecture | Tier definitions (4 tiers), agent markdown files, model stack configs, capability lists, pricing tiers, tier gate code |
| **What's Missing** | Platform | No customer portal, no billing, no provisioning, no usage metering, no marketplace |
| **Revenue Model** | Tiered SaaS | L1: Free, L2: $497-697/mo, L3: $997-1,497/mo, L4: $5K-10K/mo |
| **Time to First Dollar** | 4-8 weeks | Requires significant platform development |
| **Blockers** | Platform engineering, multi-tenant architecture |

### 5.6 Revenue Priority Ranking

| Rank | Product | Estimated Time to Revenue | Monthly Revenue Potential | Effort |
|------|---------|--------------------------|--------------------------|--------|
| 1 | **ReceptionistAI** | 3-5 days | $5K-50K MRR | LOW (infrastructure ready) |
| 2 | **Sunaiva AI Memory** | 1-2 weeks | $1K-20K MRR | LOW (MVP complete) |
| 3 | **ClawdTalk** | 3-6 weeks | $25K-200K MRR | MEDIUM |
| 4 | **Genesis Agents** | 4-8 weeks | $10K-100K MRR | HIGH |
| 5 | **AgileAdapt** | 4-8 weeks | $2K-20K MRR | HIGH |

**Recommended Immediate Action**: Deploy ReceptionistAI. It has the shortest path to revenue with all infrastructure already in place.

---

## 6. OVERNIGHT ACHIEVEMENT SUMMARY

### What This Audit Accomplished

1. **Complete System Inventory** — Cataloged every skill (64), agent (12), axiom file (19, 317 lines), entity (28+ JSON files, 144 JSONL lines), hook (7 scripts covering 8 events), protocol (6), MCP server (7+), product (6), and infrastructure service (11).

2. **Critical Bug Discovery** — Found that `genesis_execution_layer.py` is broken due to missing dependencies (`gemini_executor.py` and `gemini_rate_maximizer.py` moved to `legacy_v1/` without updating imports). This blocks the entire RWL swarm pipeline.

3. **SQLite Violations Found** — 3 SQLite database files exist in violation of Rule 7: `data/episodic_memory.db`, `data/genesis-memory/outcomes.db`, `data/kinan_liaison.db`.

4. **Revenue Pathway Clarity** — Ranked all 5 products by time-to-revenue. ReceptionistAI is 3-5 days away from first dollar with all infrastructure ready.

5. **117 Missing Axioms** — Registry claims 434 but only 317 found in axiom JSONL files. Needs reconciliation.

6. **Gap Analysis** — Identified 12 gaps across critical, high, medium, and low severity.

7. **20 Ranked Recommendations** — 7 quick wins (< 30 min), 8 medium lifts (1-4 hrs), 5 strategic investments (1+ days).

8. **Full Observability Verification** — Confirmed all 8 Claude Code hook events are wired and operational, with 6,713 events logged to date.

---

## APPENDIX A: File Count Summary

| Directory | Python Files | Total Significance |
|-----------|-------------|-------------------|
| `core/` | 128 (45,591 lines) | Central nervous system |
| `AIVA/` | 441 | Queen AIVA's codebase |
| `.claude/skills/` | 55 markdown files | Skill definitions |
| `.claude/agents/` | 12 markdown files | Agent definitions |
| `.claude/hooks/` | 7 Python/Shell scripts | Runtime enforcement |
| `RECEPTIONISTAI/scripts/` | 6 Python files | Provisioning scripts |
| `Sunaiva/ai-memory/server/` | 5 Python files | Sunaiva MVP backend |
| `data/genesis-memory/` | 20+ Python files | Memory subsystem |
| `scripts/` | 50+ files | Utility scripts |
| `tools/` | Various | Tool implementations |

---

## APPENDIX B: Configuration Files

| File | Purpose | Status |
|------|---------|--------|
| `.claude/settings.json` | Hook wiring, MCP servers, env vars | ACTIVE |
| `.claude/settings.local.json` | Local overrides | EXISTS |
| `config/tier_definitions.json` | Agent product tiers (L1-L4) | ACTIVE |
| `config/genesis_config.json` | Genesis system config | ACTIVE |
| `config/secrets.env` | Secrets (DO NOT COMMIT) | EXISTS |
| `config/swarm_config.json` | Swarm configuration | ACTIVE |
| `config/qdrant_config.yaml` | Qdrant connection | ACTIVE |
| `mcp-config.json` | MCP server definitions (68 lines) | ACTIVE |
| `data/genesis-memory/elestio_config.py` | Elestio connection params | ACTIVE |
| `RECEPTIONISTAI/stripe_config.json` | Stripe product IDs | EXISTS |

---

## APPENDIX C: Patent Portfolio

**Location**: `docs/GENESIS PATENTS/`

Directories:
- `BUSINESS STRATEGY/` — Business strategy documents
- `CUSTOMER ACQUISITION/` — Acquisition strategies
- `FINANCING STRATEGIES/` — Funding approaches
- `PATENTS -PDF format/` — Patent applications
- `RESEARCH REPORTS/` — Supporting research
- `USPTO RECEIPTS/` — Filing confirmations
- `VISUALS MAPS/` — Patent visualization boards
- `CLAUDE CONVERSATION/` — Patent development conversations

This is a significant defensive asset that protects Sunaiva's AI memory technology.

---

## APPENDIX D: Quick Start Actions for Kinan

When you read this in the morning, here is your prioritized action list:

### Immediate (Do Now)
1. **Fix execution layer**: `cp /mnt/e/genesis-system/legacy_v1/core/gemini_executor.py /mnt/e/genesis-system/core/` and same for `gemini_rate_maximizer.py`
2. **Delete SQLite files**: Remove the 3 violating .db files
3. **Review this audit**: Confirm revenue priority ranking

### This Week
4. **Deploy ReceptionistAI**: Execute GHL sub-account creation + Stripe product config + website deploy
5. **Deploy Sunaiva**: Push MVP to Railway/Render with basic auth
6. **Contact George Bunker**: Demo materials are ready in `TRADIES/BUNKER FINAL/`

### This Month
7. **AIVA Phase 3-4**: Complete queen ascension
8. **ClawdTalk scoping**: Define product from research analysis
9. **CI/CD pipeline**: Automate testing and deployment
10. **Genesis Agents marketplace**: Begin platform engineering

---

*Generated by Claude Opus 4.6 Hyperstack — Overnight Autonomous Evolution Audit*
*Total files analyzed: 500+ across all directories*
*Audit duration: Single session, comprehensive scan*
*Document version: 1.0.0*
