# Waggle Personal Mind — Audit Report

**Generated:** 2026-04-10T09:50:21.713Z
**DB:** `C:/Users/MarkoMarkovic/.waggle/personal.mind`
**Source:** `~/.claude/` via ClaudeCodeAdapter

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## §1 Vitals

| Metric | Value |
|---|---|
| Total frames | 199 |
| Harvest frames | 156 |
| Pre-existing frames | 43 |
| I-frames (facts) | 182 |
| P-frames (changes) | 17 |
| Knowledge entities | 2696 (was 1847) |
| Vector index size | 213 rows |
| Embedding provider | inprocess (Xenova/all-MiniLM-L6-v2) |

## §2 Content Volume

- **Total content:** 311 KB
- **Estimated words:** ~53.045 (≈100 pages)
- **Average frame size:** 2040 chars
- **Range:** 268 – 4078 chars

## §3 Content Breakdown

| Category | Count | Description |
|---|---|---|
| Memories | 81 | Project notes, decisions, architecture, session handoffs |
| Rules | 65 | Coding standards, workflows, security, testing |
| Plans | 8 | Implementation plans and specs |
| Preferences | 2 | User profile, identity, settings |

## §4 Topic Density (top 25)

| Topic | Mentions | Share |
|---|---|---|
| `claude` | 156 | ████████████████████ |
| `harvest` | 156 | ████████████████████ |
| `test` | 68 | █████████ |
| `agent` | 52 | ███████ |
| `skill` | 50 | ██████ |
| `frame` | 42 | █████ |
| `plan` | 38 | █████ |
| `search` | 38 | █████ |
| `memory` | 35 | ████ |
| `linkedin` | 33 | ████ |
| `waggle` | 31 | ████ |
| `persona` | 23 | ███ |
| `chat` | 23 | ███ |
| `kvark` | 18 | ██ |
| `cron` | 18 | ██ |
| `typescript` | 17 | ██ |
| `compliance` | 17 | ██ |
| `tauri` | 16 | ██ |
| `react` | 13 | ██ |
| `python` | 13 | ██ |
| `mixpost` | 13 | ██ |
| `openai` | 12 | ██ |
| `ai act` | 11 | █ |
| `orchestrator` | 11 | █ |
| `mcp` | 11 | █ |

## §5 Project Coverage

Distinct projects referenced in the harvested memory: **8**

- Egzakta Group
- KRA Proposal
- LM TEK
- Mixpost
- OpenClaw
- RFZO
- SocialPresence
- Waggle OS

## §6 Knowledge Graph — extracted entities

**Total active entities:** 2696
**New entities from this harvest:** 849

### By type

| Type | Count |
|---|---|
| person | 2032 |
| concept | 545 |
| technology | 77 |
| organization | 29 |
| project | 13 |

### Top persons

- **Reference

See** (20 mentions)
- **Claude Code** (12 mentions)
- **Hooks

Configure** (10 mentions)
- **Alan Ford** (8 mentions)
- **Input Validation** (7 mentions)
- **References

See** (7 mentions)
- **Secret Management** (6 mentions)
- **Mixpost Pro** (6 mentions)
- **Compliance Officer** (5 mentions)
- **Coding Style** (5 mentions)

### Top concepts

- **Framework

Use** (6 mentions)
- **Repository Pattern** (4 mentions)
- **Test Framework** (4 mentions)
- **Bring Your Memory Home** (2 mentions)
- **Code Review** (2 mentions)
- **Five Developments That Matter** (2 mentions)
- **Unit Test Pattern** (2 mentions)
- **Builder Pattern

Use** (2 mentions)
- **Repository Pattern

Encapsulate** (2 mentions)
- **Check Key Implementations

Verify** (1 mentions)

### Top technologys

- **Claude** (40 mentions)
- **Tauri** (16 mentions)
- **Rust** (11 mentions)
- **Litellm** (6 mentions)
- **Vitest** (5 mentions)
- **Git** (5 mentions)
- **Postgresql** (5 mentions)
- **Java** (5 mentions)
- **Redis** (4 mentions)
- **Fastify** (4 mentions)

### Top organizations

- **Team Pilot** (2 mentions)
- **Fast Company Most Innovative Companies** (1 mentions)
- **Agency Consulting** (1 mentions)
- **Board Illiteracy** (1 mentions)
- **Company Page** (1 mentions)
- **Serbian Export Agency** (1 mentions)
- **Geopolitical Insight Foundation** (1 mentions)
- **Research Team** (1 mentions)
- **Code Team** (1 mentions)
- **Enterprise Modernization Department** (1 mentions)

### Top projects

- **Phase Dependency Graph** (1 mentions)
- **Phase Structure** (1 mentions)
- **Project Setup** (1 mentions)
- **Sprint Status** (1 mentions)
- **Sprint Sessions Summary** (1 mentions)
- **Project Current State** (1 mentions)
- **Sprint Sessions** (1 mentions)
- **Mission Control** (1 mentions)
- **Project Location** (1 mentions)
- **Project Management** (1 mentions)

## §7 Live Search Verification (FTS5)

Ten natural-language queries run against the harvested memory. Every query returned real hits:

**❯ EU AI Act compliance**

- [Harvest:claude-code] EU AI Act Compliance Strategy
- [Harvest:claude-code] Carousel Content Rules
- [Harvest:claude-code] Plan: majestic-sprouting-flute-agent-a5e5d4274dbb4dac0

**❯ Mixpost deployment VPS**

- [Harvest:claude-code] Mixpost Repo vs App distinction
- [Harvest:claude-code] Mixpost VPS Deployment

**❯ GEPA optimizer**

- [Harvest:claude-code] GEPA Optimizer — Testing Roadmap & Design Decision
- [Harvest:claude-code] architecture
- [Harvest:claude-code] brainstorm-decisions

**❯ KRA emotional calibration**

- [Harvest:claude-code] kra-emotional-calibration

**❯ memory harvest pipeline**

- [Harvest:claude-code] Egzakta AI Strategy — Full Context
- [Harvest:claude-code] Session 2026-03-17 — fixes shipped + critical product gaps found
- [Harvest:claude-code] Agent-driven workflows — persistent agents, process visibility, human-in-the-l

**❯ Stripe billing integration**

- [Harvest:claude-code] Plan: majestic-sprouting-flute
- [Harvest:claude-code] Session Handoff — 2026-04-09/10 (Mega Session)

**❯ testing UAT process**

- [Harvest:claude-code] Testing and UAT process
- [Harvest:claude-code] Phase 8 scope expanded — agent behavior, UX, steady agents, production hardeni
- [Harvest:claude-code] Waggle project state

**❯ persona orchestrator**

- [Harvest:claude-code] M2 Sprint Sessions Summary
- [Harvest:claude-code] Project Current State (Post M2 Sprint)

**❯ LinkedIn post patterns**

- [Harvest:claude-code] Social Platform Credentials Map
- [Harvest:claude-code] Apr 9 Session State (for restart continuity)
- [Harvest:claude-code] Plan: atomic-hatching-waffle

**❯ SocialPresence strategy**

- [Harvest:claude-code] Mixpost Pro Admin Manual Location
- [Harvest:claude-code] SocialPresence Integration Strategy

## §8 Sample Highlight — EU AI Act Compliance Strategy

Full content of one harvested frame, showing what an agent can now recall verbatim:

```
[Harvest:claude-code] EU AI Act Compliance Strategy

## Waggle's Two Hooks for Enterprise

1. **"Bring Your Memory Home"** — Memory Harvest consolidates AI conversations from 20+ platforms
2. **"AI Act Compliance by Default"** — Every interaction auditable because work happens inside Waggle

**Why:** These compound: enterprises adopt for productivity (memory), discover it solves compliance (audit), then need sovereign deployment (KVARK).

## EU AI Act Key Dates

- **Feb 2, 2025**: Prohibited practices + AI literacy (Art. 4, 5) — already in force
- **Aug 2, 2025**: GPAI model obligations (Art. 51-56) — already in force
- **Aug 2, 2026**: FULL application — high-risk (Annex III), deployer obligations (Art. 26), record-keeping (Art. 12), human oversight (Art. 14), FRIA (Art. 27), transparency...
```

## §9 Status & Next Steps

### ✅ Completed in this session

- Memory Harvest pipeline proven end-to-end on real data
- `SessionStore.ensure()` added — idempotent get-or-create for long-lived sessions
- FK bug in harvest commit path fixed (route + cron daemon)
- `findDuplicate` fix — switched from SQLite trim (ASCII space only) to JS trim (all Unicode whitespace)
- 156 frames imported from `~/.claude/` with dedup + idempotency verified
- FTS5 keyword search verified against 10 realistic queries
- Vector embeddings computed for 158 frames via `inprocess (Xenova/all-MiniLM-L6-v2)`
- Entity extraction run over all harvest frames
- Knowledge graph enriched with 849 new entities

### ⏳ Still open

- **ChatGPT export** — pending user action (Settings → Data Controls → Export data)
- **Claude.ai export** — pending user action (Settings → Account → Request data export)
- **Cognify with semantic relations** — the current pass used `extractEntities` only; `extractRelations` was not run to add typed edges to the graph

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_Generated by the harvest audit pipeline — commits `f058ea4` (daemon wiring), `dd9eb9a` (FK fix), `63ef881` (dedup fix)._