# Bottleneck Resolver

> Identifies and resolves performance bottlenecks in agent workflows. Use for: find bottleneck, speed up, why so slow, optimize workflow.

- Skill: `stijnman/bottleneck-resolver` (Agent Skill)
- Install (CLI): `npx skillmds@latest add stijnman/bottleneck-resolver`
- Raw SKILL.md: https://api.skillmd.com/api/skills/stijnman/bottleneck-resolver/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: MIT
- Author: Stijnman (https://skillmd.com/u/stijnman)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/stijnman/bottleneck-resolver

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# 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

1. Profile step durations (tool calls, waits, retries).
2. Rank bottlenecks by impact.
3. Propose fixes: parallelize, cache, simplify, batch.
4. Implement highest-impact fix; re-measure.

## Integrations

- `performance-optimizer`
- `parallel-tool-orchestrator`
- `predictive-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.