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
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/og/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How og Compares
| Feature / Agent | og | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/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)
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