| name | bottleneck-resolver |
| description | Identifies and resolves performance bottlenecks in agent workflows. Use when
tasks are slow, stuck, or user says find bottleneck, speed up. Triggers: fi
nd bottleneck, speed up, why so slow, optimize workflow.
|
| version | 1.1.0 |
| author | Stijnman |
| license | MIT |
| metadata | {"grok":{"tags":["find bottleneck","speed up","why so slow","optimize workflow"],"related_skills":["performance-optimizer","parallel-tool-orchestrator","predictive-cache-manager"]}} |
| compatibility | Grok agent; optional MCP and shell access |
Bottleneck Resolver
When to Use
- User says find bottleneck or task matches this capability
- User says speed up or task matches this capability
- User says why so slow or task matches this capability
- User says optimize workflow or task matches this capability
Workflow
- Profile step durations (tool calls, waits, retries).
- Rank bottlenecks by impact.
- Propose fixes: parallelize, cache, simplify, batch.
- Implement highest-impact fix; re-measure.
Integrations
performance-optimizerparallel-tool-orchestratorpredictive-cache-manager
Error Handling
| Failure | Response |
|---|
| Cannot measure | Add timing logs to next run. |
Gotchas
- Measure before optimizing; avoid premature parallelization.
Example
Input: User request matching triggers above.
Output: Structured result per workflow with integrations invoked as needed.
