waggle-os/docs/AUDIT-PERSONAL-MIND-2026-04-10.md

Waggle Personal Mind — Audit Report

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

---

§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

---

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