performance-analysis

performance-analysis is a skill for Claude Code, Codex from Soulcynics404/AgentForge. It costs 20 tokens per session (3,522 once invoked), scanned A, a copy of performance-analysis, MIT.

A tool for examining how an AI-agent swarm performs, including its processing, communication, memory, and network activity. It detects bottlenecks and produces performance reports with optimization suggestions.

In plain words
What is it for?
Use it to detect bottlenecks, profile swarm operations, review historical performance, and generate analysis reports.
Why use it?
It helps identify what is slowing a swarm down and where resources or coordination are being wasted.

Skill for Claude CodeCodex

Part of the claude-flow plugin — 134 skills, 52 commands, 11 agents, 4 hooks, 1 MCP server shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/soulcynics404/agentforge/performance-analysis
Any agent
npx skills add Soulcynics404/AgentForge --skill performance-analysis
Clone the repo
git clone --depth 1 https://github.com/Soulcynics404/AgentForge

Made for: Claude Code, Codex.

Or install claude-flow, the plugin that ships this one along with the rest of its 134 skills, 52 commands, 11 agents, 4 hooks, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for performance-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/soulcynics404/agentforge/performance-analysis.svg)](https://agentmods.dev/skills/soulcynics404/agentforge/performance-analysis)
Your own site
<a href="https://agentmods.dev/skills/soulcynics404/agentforge/performance-analysis"><img src="https://agentmods.dev/badge/skills/soulcynics404/agentforge/performance-analysis.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,522 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00020 $0.03522
Opus 5 $0.00010 $0.01761
Sonnet 5 $0.00004 $0.00704
Haiku 4.5 $0.00002 $0.00352

Measured yesterday against content hash 1ef80aec71c0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

performance-analysis scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

const { exec } = require('child_process');
Origin

This is a copy

100% identical to performance-analysis — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/skills/performance-analysis/SKILL.md · 564 lines

How it starts

The opening of the file, as written. The whole thing — 564 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Performance Analysis Skill

Comprehensive performance analysis suite for identifying bottlenecks, profiling swarm operations, generating detailed reports, and providing actionable optimization recommendations.

Overview

This skill consolidates all performance analysis capabilities:

  • Bottleneck Detection: Identify performance bottlenecks across communication, processing, memory, and network
  • Performance Profiling: Real-time monitoring and historical analysis of swarm operations
  • Report Generation: Create comprehensive performance reports in multiple formats
  • Optimization Recommendations: AI-powered suggestions for improving performance

Quick Start

Basic Bottleneck Detection

npx claude-flow bottleneck detect

Generate Performance Report

npx claude-flow analysis performance-report --format html --include-metrics

Analyze and Auto-Fix

npx claude-flow bottleneck detect --fix --threshold 15

Core Capabilities

1. Bottleneck Detection

Command Syntax
npx claude-flow bottleneck detect [options]
Options
  • --swarm-id, -s <id> - Analyze specific swarm (default: current)
  • --time-range, -t <range> - Analysis period: 1h, 24h, 7d, all (default: 1h)
  • --threshold <percent> - Bottleneck threshold percentage (default: 20)
  • --export, -e <file> - Export analysis to file
  • --fix - Apply automatic optimizations
Usage Examples
# Basic detection for current swarm
npx claude-flow bottleneck detect

# Analyze specific swarm over 24 hours
npx claude-flow bottleneck detect --swarm-id swarm-123 -t 24h

# Export detailed analysis
npx claude-flow bottleneck detect -t 24h -e bottlenecks.json

# Auto-fix detected issues
npx claude-flow bottleneck detect --fix --threshold 15

# Low threshold for sensitive detection
npx claude-flow bottleneck detect --threshold 10 --export critical-issues.json
Metrics Analyzed

Communication Bottlenecks:

  • Message queue delays
  • Agent response times
  • Coordination overhead
  • Memory access patterns
  • Inter-agent communication latency

Read the full file on GitHub · 564 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 564 lines · 20 tokens per session scan A 1ef80aec71c0

Subscribe to this mod's changes

performance-analysis is a skill published in the GitHub repository Soulcynics404/AgentForge (1 stars, last pushed 11d ago), licensed MIT. It adds 20 tokens to every session and 3,522 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). It is 100% identical to performance-analysis, differing in 0 lines, and is treated as a copy.