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Analyze and compress context for higher signal-to-noise ratio. Use when GEMINI.md or session context is bloated and needs cleanup.
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Based on SOC occupation classification
Produce a structured handoff document summarizing completed work and next steps.
Produce a phased execution plan aligned to the oh-my-gemini roadmap gates.
Perform a structured code review of recent changes or a specific scope.
Orchestrate parallel tmux workers for a multi-agent team task.
Verify that acceptance criteria are met and work is complete.
Run a focused Gemini advisor prompt and save the reusable result artifact. Use when the user wants a quick advisor-style answer without a full workflow.
| name | context-optimize |
| aliases | ["/context-optimize","optimize context","compress context"] |
| primaryRole | optimizer |
| description | Analyze and compress context for higher signal-to-noise ratio. Use when GEMINI.md or session context is bloated and needs cleanup. |
Optimize prompt and context files for maximum signal density.
| Strategy | Description | Risk |
|---|---|---|
| Deduplicate | Remove repeated instructions across layers | Low |
| Compress | Shorten verbose sections preserving meaning | Low |
| Prioritize | Move high-signal content earlier in context | Low |
| Prune | Remove stale or irrelevant entries | Medium |
| Restructure | Improve formatting for model parsing | Low |
Before: 4,200 tokens | Signal: 62% | Redundancy: 18% | Stale: 12%
After: 2,800 tokens | Signal: 89% | Redundancy: 3% | Stale: 0%
Savings: 33% token reduction
oh-my-antigravity contexts follow this priority hierarchy:
Optimization targets layers 2-5 (layer 1 is immutable).
/omg:optimize — quick context optimization command/omg:memory compact — compact memory entries specifically