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predictive-cache-manager

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Caches frequent tool results and prefetches likely next requests. Use for: cache results, prefetch, reuse cache, avoid repeat fetch.

.grok/skills/predictive-cache-manager/SKILL.md

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Oct 21, 2026
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# Predictive Cache Manager
## When to Use

- User says **cache results** or task matches this capability
- User says **prefetch** or task matches this capability
- User says **reuse cache** or task matches this capability
- User says **avoid repeat fetch** or task matches this capability

## Workflow

1. Identify repeat queries from session history.
2. Cache with TTL based on data freshness needs.
3. Invalidate on write operations to same resource.
4. Prefetch only high-confidence next steps.
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