Interverse Bundle

---
name: interverse-bundle
description: 'This skill bundles the Interverse Engineering & Acrobatics research program:'
---
# interverse-bundle Skill

> *Interverse Engineering & Acrobatics: Bundle of skills from Aqua Voice transcripts*

**Trit**: 0 (ERGODIC - meta-coordinator)

## Bundle Contents

This skill bundles the Interverse Engineering & Acrobatics research program:

| Skill | Trit | Description |
|-------|------|-------------|
| `operadic-delegation` | 0 | Operads → Properads → Props for agent delegation |
| `69-constructions` | -1 | Self-play curricula with DuckLake time-travel |
| `vibe-snipe` | +1 | Play/Coplay bidirectional evaluation |
| `alice-chirality` | 0 | Helicity/chirality koan + syntax-physics |

**GF(3) Conservation**: 0 + (-1) + (+1) + 0 = 0 ✓

## Transcript Corpus

Source: `/Users/bob/ies/rio/aquavoice_transcripts_polars.parquet`

| Date Range | Transcripts | Words | Key Themes |
|------------|-------------|-------|------------|
| Aug 2025 | 11 | 908 | Operads, isopod tracking, phenomenology |
| Sep 2025 | 20 | 4,461 | 69 constructions, MCP servers, cobordism |
| Oct-Nov 2025 | 5 | 654 | Uncertainty prediction, world models |
| Dec 2025 | 40 | 1,841 | Color VMs, NeurIPS, Alice chirality |

**Total**: 82 transcripts, 8,521 words

## Theme Atlas

```
┌─────────────────────────────────────────────────────┐
│                 INTERVERSE ATLAS                     │
├─────────────────────────────────────────────────────┤
│                                                      │
│   OPERADIC DELEGATION ←──────→ COBORDISM            │
│         ↓                           ↓                │
│   PROPERAD EXTENSION          WORLD MODELS          │
│         ↓                           ↓                │
│   69 CONSTRUCTIONS ←──────→ TIME-TRAVEL             │
│         ↓                           ↓                │
│   PATH INVARIANCE            COLOR-INDEXED VMs      │
│         ↓                           ↓                │
│   VIBE-SNIPE ←────────────→ ALICE-CHIRALITY         │
│         ↓                           ↓                │
│   PLAY/COPLAY               SYNTAX-PHYSICS          │
│         ↓                           ↓                │
│   OLOG IN LISP ←──────────→ JABBERWOCKY             │
│                                                      │
└─────────────────────────────────────────────────────┘
```

## Loading the Bundle

```bash
# Load all Interverse skills
amp skill interverse-bundle

# This loads:
# - operadic-delegation
# - 69-constructions  
# - vibe-snipe
# - alice-chirality
```

## Integration Points

- **Gay.jl**: `possible_girls.jl`, `tension_resolution.jl`
- **DuckDB**: `aquavoice_transcripts_polars.parquet`
- **Existing skills**: `open-games`, `discopy`, `topos-of-music`

## Query Transcripts

```sql
-- Find transcripts mentioning operads
SELECT timestamp, content 
FROM read_parquet('rio/aquavoice_transcripts_polars.parquet')
WHERE content ILIKE '%operad%';

-- Theme extraction
SELECT DATE(ts) as date, COUNT(*) as n, SUM(word_count) as words
FROM read_parquet('rio/aquavoice_transcripts_polars.parquet')
WHERE word_count > 10
GROUP BY DATE(ts)
ORDER BY date;
```

## Related Skills (Not in Bundle)

These existing skills connect but are separate:
- `turn-movement-degenerate` (user-specified exclusion)
- `glass-bead-game` (+1)
- `bisimulation-game` (0)
- `condensed-analytic-stacks` (+1)

## Commands

```bash
# Verify bundle GF(3) conservation
bb interverse-verify.bb

# Extract themes from transcripts
duckdb -c "SELECT * FROM interverse_themes()"

# Run full Interverse demo
julia --project=Gay.jl -e 'using Gay; world_interverse_demo()'
```


---

## Autopoietic Marginalia

> **The interaction IS the skill improving itself.**

Every use of this skill is an opportunity for worlding:
- **MEMORY** (-1): Record what was learned
- **REMEMBERING** (0): Connect patterns to other skills  
- **WORLDING** (+1): Evolve the skill based on use



*Add Interaction Exemplars here as the skill is used.*