Best use case

og is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

## Overview

Teams using og should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/og/SKILL.md --create-dirs "https://raw.githubusercontent.com/plurigrid/asi/main/plugins/asi/skills/og/skill.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/og/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How og Compares

Feature / AgentogStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

## Overview

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# og - Observational Bridge Time Travel Skill

## Overview

The `og` skill maintains plurigrid fork synchronization while cherry-picking from the original (og) remote. It implements time-travel exercises through an observational bridge pattern for DuckDB buffers tracking ersatz Emacs interactions.

## Core Concepts

### Observational Bridge Type
```
OG Remote ────[cherry-pick]────→ Plurigrid Fork
     ↑                                  │
     │                                  │
  [time-travel]              [DuckDB buffer]
     │                                  │
     └──── CRDT.el sexp state ←────────┘
```

### 3-MATCH Chromatic Identity for Git Operations
- **SEED-WORLD**: Git commit SHA
- **COLOR-WORLD**: Gay.jl color from commit timestamp
- **FINGERPRINT-WORLD**: DuckDB buffer hash

### Tracked Interactions
1. **crdt.el sexp state** - Intermediate collaborative editing state
2. **Gay.jl invocations** - Color generation calls with seed/index
3. **GayMCP rewriting** - Self-modifying protocol operations

## Usage

### Cherry-Pick with Time Travel
```bash
# Fetch from og remote with color tracking
og fetch --track-colors

# Cherry-pick specific commit with DuckDB buffer
og cherry-pick <sha> --buffer-to-duckdb

# Time travel to previous state
og time-travel --to-round <drand_round>
```

### DuckDB Buffer Operations
```sql
-- Query crdt.el interaction history
SELECT * FROM crdt_sexp_buffer
WHERE session_id = current_session()
ORDER BY timestamp DESC;

-- Gay.jl color tracking
SELECT seed, index, hex_color, girard_polarity
FROM gay_color_invocations
WHERE timestamp > now() - interval '1 hour';
```

### Self-Rewriting Protocol
The skill tracks when GayMCP rewrites itself by monitoring:
- Seed state changes
- Color palette mutations
- 3-MATCH triangle verification failures

## Configuration

```json
{
  "og": {
    "remote": "og",
    "branch": "asi-skillz",
    "duckdb_path": "~/.og/time_travel.duckdb",
    "track_gay_jl": true,
    "track_crdt_el": true,
    "drand_beacon": "quicknet"
  }
}
```

## Integration with music-topos

The skill connects to the Blume-Capel ergodic random walk:
- +1 cherry-pick: Accept commit (ferromagnetic)
- -1 cherry-pick: Reject commit (antiferromagnetic)
- 0 cherry-pick: BEAVER - defer decision (vacancy)

Möbius inversion tracks the cumulative cherry-pick decisions.

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