predictive-cache-manager ยท diff
v1.1.0 to v1.2.0
2 added, 8 removed. Audit A to A.
---
name: predictive-cache-manager
- description: >
- Caches frequent tool results and prefetches likely next requests. Use for re
- peated workflows or user says cache results, prefetch. Use when the user nee
- ds this capability. Triggers: cache results, prefetch, reuse cache, avoid re
- peat fetch.
- version: 1.1.0
+ description: "Caches frequent tool results and prefetches likely next requests. Use for: cache results, prefetch, reuse cache, avoid repeat fetch."
+ version: 1.2.0
author: Stijnman
license: MIT
metadata:
grok:
tags: [cache results, prefetch, reuse cache, avoid repeat fetch]
related_skills: [performance-optimizer, mega-context-manager]
compatibility: Grok agent; optional MCP and shell access
---
-
# 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.
## Integrations
- `performance-optimizer`
- `mega-context-manager`
## Error Handling
| Failure | Response |
|---------|----------|
| Stale cache served | Shorten TTL; add freshness check. |
## Gotchas
- Never cache auth tokens or PII.
## Example
**Input:** User request matching triggers above.
**Output:** Structured result per workflow with integrations invoked as needed.