Atlas / Skills / jeremylongshore / Providing Performance Optimization Advice

Providing Performance Optimization AdviceSAFE

skills/jeremylongshore/providing-performance-optimization-advice

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.21.0
Hosts
1 documented
License
MIT
Stars
2,823
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Bundled resources for performance-optimization-advisor skill

  • [ ] exampleoptimizationreports/: A directory containing example performance optimization reports for different types of applications.
  • [ ] configuration_templates/: A directory containing configuration templates for different performance monitoring tools.
Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: providing-performance-optimization-advice
description: Provide comprehensive prioritized performance optimization recommendations
  for frontend, backend, and infrastructure. Use when analyzing bottlenecks or seeking
  improvement strategies. Trigger with phrases like "optimize performance", "improve
  speed", or "performance recommendations".
version: 1.21.0
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(profiling:*), Bash(analysis:*)
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- performance
- providing-performance
compatibility: Designed for Claude Code
---
# Performance Optimization Advisor

Deliver prioritized performance optimization recommendations across frontend, backend, and infrastructure layers with impact estimates and phased implementation roadmaps.

## Overview

This skill empowers Claude to act as a performance optimization advisor, delivering a detailed report of potential improvements across various layers of a software application. It prioritizes recommendations based on impact and effort, allowing for a focused and efficient optimization strategy.

## How It Works

1. **Analyze Project**: Claude uses the plugin to analyze the project's codebase, infrastructure configuration, and architecture.
2. **Identify Optimization Areas**: The plugin identifies potential optimization areas in the frontend, backend, and infrastructure.
3. **Prioritize Recommendations**: The plugin prioritizes recommendations based on estimated performance gains and implementation effort.
4. **Generate Report**: Claude presents a comprehensive report with actionable advice, performance gain estimates, and a phased implementation roadmap.

## When to Use This Skill

This skill activates when you need to:

- Identify performance bottlenecks in a software application.
- Get recommendations for improving website loading speed.
- Optimize database query performance.
- Improve API response times.
- Reduce infrastructure costs.

## Examples

### Example 1: Optimizing a Slow Website

User request: "My website is loading very slowly. Can you help me optimize its performance?"

The skill will:

1. Analyze the website's frontend code, backend APIs, and infrastructure configuration.
2. Identify issues such as unoptimized images, inefficient database queries, and lack of CDN usage.
3. Generate a report with prioritized recommendations, including image optimization, database query optimization, and CDN implementation.

### Example 2: Improving API Response Time

User request: "The API response time is too slow. What can I do to improve it?"

The skill will:

1. Analyze the API code, database queries, and caching strategies.
2. Identify issues such as inefficient database queries, lack of caching, and slow processing logic.
3. Generate a report with prioritized recommendations, including database query optimization, caching implementation, and asynchronous processing.

## Best Practices

- **Specificity**: Provide specific details about the project and its performance issues to get more accurate and relevant recommendations.
- **Context**: Explain the context of the performance problem, such as the expected user load or the specific use case.
- **Iteration**: Review the recommendations and provide feedback to refine the optimization strategy.

## Integration

This skill integrates well with other plugins that provide code analysis, infrastructure management, and deployment automation capabilities. For example, it can be used in conjunction with a code linting plugin to identify code-level performance issues or with an infrastructure-as-code plugin to automate infrastructure optimization tasks.

## Prerequisites

- Access to application codebase in ${CLAUDE_SKILL_DIR}/
- Infrastructure configuration files
- Performance profiling tools
- Current performance metrics and baselines

## Instructions

1. Analyze frontend code for rendering and asset optimization
2. Review backend code for query and processing efficiency
3. Examine infrastructure for scaling and resource usage
4. Identify high-impact optimization opportunities
5. Prioritize recommendations by effort vs impact
6. Generate phased implementation roadmap

## Output

- Comprehensive optimization report by layer (frontend/backend/infra)
- Prioritized recommendations with impact estimates
- Code examples for suggested improvements
- Performance gain projections
- Implementation effort estimates and timeline

## Error Handling

If optimization analysis fails:

- Verify codebase access permissions
- Check profiling tool installation
- Validate configuration file formats
- Ensure sufficient analysis resources
- Review project structure completeness

## Resources

- Web performance optimization guides
- Database query optimization best practices
- Infrastructure scaling patterns
- Caching strategies and CDN usage
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__providing-performance-optimization-advice.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aSAFEB89first audit
06

Questions

What does the Providing Performance Optimization Advice skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Providing Performance Optimization Advice safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Providing Performance Optimization Advice access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Providing Performance Optimization Advice work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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