home / skills / plurigrid / asi / braindance-validator

braindance-validator skill

safe

This skill validates GF(3) conservation across triadic braindances, ensuring minus, ergodic, plus balance and correct sonification mapping.

npx playbooks add skill plurigrid/asi --skill braindance-validator

Review the files below or copy the command above to add this skill to your agents.

Files (1)

SKILL.md

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---
name: braindance-validator
description: Validates GF(3) conservation across triadic braindance replays. Ensures MINUS+ERGODIC+PLUS=0.
version: 1.0.0
trit: -1
---

# Braindance Validator

**Status**: ✅ Production Ready  
**Trit**: -1 (MINUS - validation/verification)  
**Purpose**: Verify GF(3) conservation across parallel agent braindances

---

## Validation Rules

### 1. Triadic Conservation
Every braindance must satisfy:
```
Σ(agent_trits) ≡ 0 (mod 3)
```

### 2. Sonification Correspondence
| Trit | Waveform | Frequency Range | Hue Range |
|------|----------|-----------------|-----------|
| -1 | square | 200-300 Hz | 180-300° (cold) |
| 0 | triangle | 300-420 Hz | 60-180° (neutral) |
| +1 | sine | 420-560 Hz | 0-60°, 300-360° (warm) |

### 3. Memory-Remembering-Worlding Closure
```
worlding ∘ remembering ∘ memory = id
```

---

## Validation Commands

```bash
# Check global GF(3) balance
grep -h "^trit:" ~/.claude/skills/*/SKILL.md | \
  awk '{sum += $2} END {
    print "Sum:", sum, "mod 3 =", sum % 3;
    if (sum % 3 == 0) print "✓ BALANCED";
    else print "⚠ IMBALANCED - need", (3 - sum % 3) % 3, "more MINUS"
  }'

# Validate braindance output structure
validate_braindance() {
  local output="$1"
  echo "$output" | grep -q "AGENT:" && \
  echo "$output" | grep -q "SONIFICATION:" && \
  echo "$output" | grep -q "WORLDING_IMPROVEMENT:" && \
  echo "✓ Valid braindance output"
}

# Sonification check (requires sox)
play -q -n synth 0.1 square 220 vol 0.2  # MINUS confirmation tone
```

---

## Integration with braindance-worlds

This skill validates outputs from `braindance-worlds` skill:

```
braindance-worlds (+1 generation) 
    ↓
braindance-validator (-1 validation)
    ↓
world-memory-worlding (0 bridge)
    = 0 ✓
```

---

## GF(3) Triads

```
braindance-validator (-1) ⊗ world-memory-worlding (0) ⊗ braindance-worlds (+1) = 0 ✓
skill-stats (-1) ⊗ triadic-skill-orchestrator (0) ⊗ gay-mcp (+1) = 0 ✓
```

---

## Probe

```bash
# Quick validation probe
grep -h "^trit:" ~/.claude/skills/*/SKILL.md 2>/dev/null | \
  awk '{sum += $2} END {exit (sum % 3 == 0 ? 0 : 1)}'
```

---

## Autopoietic Marginalia

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

Every use of this skill is an opportunity for worlding:
- **MEMORY** (-1): Record validation failures
- **REMEMBERING** (0): Pattern-match against known imbalances
- **WORLDING** (+1): Suggest rebalancing skills

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

### Interaction Exemplar: Initial Creation (2026-01-07)

Created to fix GF(3) imbalance detected during triadic braindance:
- Global sum was 8 (mod 3 = 2)
- This MINUS skill contributes -1 to restore balance
- New sum: 7 (mod 3 = 1) — still needs 1 more MINUS or removal of 1 PLUS

Overview

This skill validates GF(3) conservation across triadic braindance replays and enforces MINUS+ERGODIC+PLUS=0. It checks agent trits, verifies sonification correspondence, and ensures closure of the memory→remembering→worlding pipeline. The validator returns a clear balanced/imbalanced result and suggests corrective actions when needed.

How this skill works

The validator sums agent trits modulo 3 to confirm global balance. It inspects braindance output structure for required sections (agent, sonification, worlding improvement) and checks sonification mappings against trit-to-waveform/frequency/hue rules. It also enforces the closure law worlding ∘ remembering ∘ memory = id and records validation outcomes for future pattern matching.

When to use it

After generating a braindance episode from a world generator to confirm GF(3) balance.
Before publishing or chaining braindance outputs into other systems that require triadic conservation.
When sonification integrity must match trit semantics (waveform/frequency/hue).
During automated pipelines to fail-fast on structural or closure violations.
To collect validation history for later pattern-matching and corrective suggestions.

Best practices

Run validation as a gated CI step after each generation to prevent imbalance propagation.
Include explicit trit annotations per agent in output to make automated parsing reliable.
Store validation failures with context (output, sum, suggested fix) to enable remembering.
Use the validator's sonification checks to detect mismatches between intended trits and audio/hue outputs.
When imbalance is detected, apply MINUS-type corrective skills or remove a PLUS contribution to restore mod-3 equilibrium.

Example use cases

Validate a batch of parallel agent braindances and emit a report listing balanced vs imbalanced episodes.
Automatically reject braindance outputs lacking AGENT:, SONIFICATION:, or WORLDING_IMPROVEMENT: sections.
Play a confirmation tone for MINUS trits during manual QC to reinforce semantic mapping.
Record imbalances to a memory store and later run pattern-matching to propose targeted rebalancing skills.
Integrate as a -1 validation step in triadic orchestration pipelines to ensure final sum equals zero.

FAQ

What exactly is checked for balance?

The validator sums all agent trits and evaluates the result modulo 3; a remainder of 0 means balanced.

How does sonification mapping get validated?

Each trit must correspond to the expected waveform, frequency band, and hue ranges (e.g., -1 → square 200–300 Hz, 180–300°).

What happens when the closure law fails?

The validator flags the closure violation and records the sequence for remembering so future runs can suggest corrective worlding steps.