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Oleg Maslov
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docs/AUDIT-PERSONAL-MIND-2026-04-10.md
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docs/AUDIT-PERSONAL-MIND-2026-04-10.md
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# Waggle Personal Mind — Audit Report
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**Generated:** 2026-04-10T09:50:21.713Z
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**DB:** `C:/Users/MarkoMarkovic/.waggle/personal.mind`
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**Source:** `~/.claude/` via ClaudeCodeAdapter
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---
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## §1 Vitals
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| Metric | Value |
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|---|---|
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| Total frames | 199 |
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| Harvest frames | 156 |
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| Pre-existing frames | 43 |
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| I-frames (facts) | 182 |
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| P-frames (changes) | 17 |
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| Knowledge entities | 2696 (was 1847) |
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| Vector index size | 213 rows |
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| Embedding provider | inprocess (Xenova/all-MiniLM-L6-v2) |
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## §2 Content Volume
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- **Total content:** 311 KB
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- **Estimated words:** ~53.045 (≈100 pages)
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- **Average frame size:** 2040 chars
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- **Range:** 268 – 4078 chars
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## §3 Content Breakdown
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| Category | Count | Description |
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|---|---|---|
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| Memories | 81 | Project notes, decisions, architecture, session handoffs |
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| Rules | 65 | Coding standards, workflows, security, testing |
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| Plans | 8 | Implementation plans and specs |
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| Preferences | 2 | User profile, identity, settings |
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## §4 Topic Density (top 25)
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| Topic | Mentions | Share |
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|---|---|---|
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| `claude` | 156 | ████████████████████ |
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| `harvest` | 156 | ████████████████████ |
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| `test` | 68 | █████████ |
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| `agent` | 52 | ███████ |
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| `skill` | 50 | ██████ |
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| `frame` | 42 | █████ |
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| `plan` | 38 | █████ |
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| `search` | 38 | █████ |
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| `memory` | 35 | ████ |
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| `linkedin` | 33 | ████ |
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| `waggle` | 31 | ████ |
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| `persona` | 23 | ███ |
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| `chat` | 23 | ███ |
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| `kvark` | 18 | ██ |
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| `cron` | 18 | ██ |
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| `typescript` | 17 | ██ |
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| `compliance` | 17 | ██ |
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| `tauri` | 16 | ██ |
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| `react` | 13 | ██ |
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| `python` | 13 | ██ |
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| `mixpost` | 13 | ██ |
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| `openai` | 12 | ██ |
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| `ai act` | 11 | █ |
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| `orchestrator` | 11 | █ |
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| `mcp` | 11 | █ |
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## §5 Project Coverage
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Distinct projects referenced in the harvested memory: **8**
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- Egzakta Group
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- KRA Proposal
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- LM TEK
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- Mixpost
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- OpenClaw
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- RFZO
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- SocialPresence
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- Waggle OS
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## §6 Knowledge Graph — extracted entities
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**Total active entities:** 2696
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**New entities from this harvest:** 849
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### By type
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| Type | Count |
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|---|---|
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| person | 2032 |
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| concept | 545 |
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| technology | 77 |
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| organization | 29 |
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| project | 13 |
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### Top persons
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- **Reference
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See** (20 mentions)
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- **Claude Code** (12 mentions)
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- **Hooks
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Configure** (10 mentions)
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- **Alan Ford** (8 mentions)
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- **Input Validation** (7 mentions)
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- **References
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See** (7 mentions)
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- **Secret Management** (6 mentions)
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- **Mixpost Pro** (6 mentions)
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- **Compliance Officer** (5 mentions)
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- **Coding Style** (5 mentions)
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### Top concepts
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- **Framework
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Use** (6 mentions)
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- **Repository Pattern** (4 mentions)
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- **Test Framework** (4 mentions)
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- **Bring Your Memory Home** (2 mentions)
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- **Code Review** (2 mentions)
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- **Five Developments That Matter** (2 mentions)
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- **Unit Test Pattern** (2 mentions)
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- **Builder Pattern
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Use** (2 mentions)
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- **Repository Pattern
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Encapsulate** (2 mentions)
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- **Check Key Implementations
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Verify** (1 mentions)
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### Top technologys
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- **Claude** (40 mentions)
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- **Tauri** (16 mentions)
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- **Rust** (11 mentions)
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- **Litellm** (6 mentions)
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- **Vitest** (5 mentions)
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- **Git** (5 mentions)
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- **Postgresql** (5 mentions)
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- **Java** (5 mentions)
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- **Redis** (4 mentions)
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- **Fastify** (4 mentions)
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### Top organizations
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- **Team Pilot** (2 mentions)
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- **Fast Company Most Innovative Companies** (1 mentions)
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- **Agency Consulting** (1 mentions)
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- **Board Illiteracy** (1 mentions)
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- **Company Page** (1 mentions)
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- **Serbian Export Agency** (1 mentions)
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- **Geopolitical Insight Foundation** (1 mentions)
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- **Research Team** (1 mentions)
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- **Code Team** (1 mentions)
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- **Enterprise Modernization Department** (1 mentions)
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### Top projects
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- **Phase Dependency Graph** (1 mentions)
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- **Phase Structure** (1 mentions)
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- **Project Setup** (1 mentions)
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- **Sprint Status** (1 mentions)
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- **Sprint Sessions Summary** (1 mentions)
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- **Project Current State** (1 mentions)
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- **Sprint Sessions** (1 mentions)
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- **Mission Control** (1 mentions)
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- **Project Location** (1 mentions)
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- **Project Management** (1 mentions)
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## §7 Live Search Verification (FTS5)
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Ten natural-language queries run against the harvested memory. Every query returned real hits:
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**❯ EU AI Act compliance**
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- [Harvest:claude-code] EU AI Act Compliance Strategy
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- [Harvest:claude-code] Carousel Content Rules
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- [Harvest:claude-code] Plan: majestic-sprouting-flute-agent-a5e5d4274dbb4dac0
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**❯ Mixpost deployment VPS**
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- [Harvest:claude-code] Mixpost Repo vs App distinction
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- [Harvest:claude-code] Mixpost VPS Deployment
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**❯ GEPA optimizer**
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- [Harvest:claude-code] GEPA Optimizer — Testing Roadmap & Design Decision
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- [Harvest:claude-code] architecture
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- [Harvest:claude-code] brainstorm-decisions
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**❯ KRA emotional calibration**
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- [Harvest:claude-code] kra-emotional-calibration
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**❯ memory harvest pipeline**
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- [Harvest:claude-code] Egzakta AI Strategy — Full Context
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- [Harvest:claude-code] Session 2026-03-17 — fixes shipped + critical product gaps found
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- [Harvest:claude-code] Agent-driven workflows — persistent agents, process visibility, human-in-the-l
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**❯ Stripe billing integration**
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- [Harvest:claude-code] Plan: majestic-sprouting-flute
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- [Harvest:claude-code] Session Handoff — 2026-04-09/10 (Mega Session)
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**❯ testing UAT process**
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- [Harvest:claude-code] Testing and UAT process
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- [Harvest:claude-code] Phase 8 scope expanded — agent behavior, UX, steady agents, production hardeni
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- [Harvest:claude-code] Waggle project state
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**❯ persona orchestrator**
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- [Harvest:claude-code] M2 Sprint Sessions Summary
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- [Harvest:claude-code] Project Current State (Post M2 Sprint)
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**❯ LinkedIn post patterns**
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- [Harvest:claude-code] Social Platform Credentials Map
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- [Harvest:claude-code] Apr 9 Session State (for restart continuity)
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- [Harvest:claude-code] Plan: atomic-hatching-waffle
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**❯ SocialPresence strategy**
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- [Harvest:claude-code] Mixpost Pro Admin Manual Location
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- [Harvest:claude-code] SocialPresence Integration Strategy
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## §8 Sample Highlight — EU AI Act Compliance Strategy
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Full content of one harvested frame, showing what an agent can now recall verbatim:
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```
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[Harvest:claude-code] EU AI Act Compliance Strategy
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## Waggle's Two Hooks for Enterprise
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1. **"Bring Your Memory Home"** — Memory Harvest consolidates AI conversations from 20+ platforms
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2. **"AI Act Compliance by Default"** — Every interaction auditable because work happens inside Waggle
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**Why:** These compound: enterprises adopt for productivity (memory), discover it solves compliance (audit), then need sovereign deployment (KVARK).
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## EU AI Act Key Dates
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- **Feb 2, 2025**: Prohibited practices + AI literacy (Art. 4, 5) — already in force
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- **Aug 2, 2025**: GPAI model obligations (Art. 51-56) — already in force
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- **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...
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```
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## §9 Status & Next Steps
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### ✅ Completed in this session
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- Memory Harvest pipeline proven end-to-end on real data
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- `SessionStore.ensure()` added — idempotent get-or-create for long-lived sessions
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- FK bug in harvest commit path fixed (route + cron daemon)
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- `findDuplicate` fix — switched from SQLite trim (ASCII space only) to JS trim (all Unicode whitespace)
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- 156 frames imported from `~/.claude/` with dedup + idempotency verified
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- FTS5 keyword search verified against 10 realistic queries
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- Vector embeddings computed for 158 frames via `inprocess (Xenova/all-MiniLM-L6-v2)`
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- Entity extraction run over all harvest frames
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- Knowledge graph enriched with 849 new entities
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### ⏳ Still open
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- **ChatGPT export** — pending user action (Settings → Data Controls → Export data)
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- **Claude.ai export** — pending user action (Settings → Account → Request data export)
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- **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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---
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_Generated by the harvest audit pipeline — commits `f058ea4` (daemon wiring), `dd9eb9a` (FK fix), `63ef881` (dedup fix)._
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