optimizer

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 commands/f-amine/vibe-stack/optimizer

Clone the repo

git clone --depth 1 https://github.com/f-amine/vibe-stack

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/f-amine/vibe-stack/optimizer.svg)](https://agentmods.dev/commands/f-amine/vibe-stack/optimizer)

Your own site

<a href="https://agentmods.dev/commands/f-amine/vibe-stack/optimizer"><img src="https://agentmods.dev/badge/commands/f-amine/vibe-stack/optimizer.svg" alt="Measured on agentmods" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 271 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. Scan, not verified.

Origin unknown No closer match found 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.

Model	Per session	Once invoked
Fable 5	$0.00000	$0.00271
Opus 5	$0.00000	$0.00135
Sonnet 5	$0.00000	$0.00054
Haiku 4.5	$0.00000	$0.00027

Measured today against content hash 5f5c2ab6e0f7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

optimizer scanned grade A with 0 findings 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 today.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/commands/sparc/optimizer.md · 55 lines

What it actually says

SPARC Optimizer Mode

Purpose

Performance optimization with systematic analysis and improvements.

Activation

Option 1: Using MCP Tools (Preferred in Claude Code)

mcp__claude-flow__sparc_mode {
  mode: "optimizer",
  task_description: "optimize application performance",
  options: {
    profile: true,
    benchmark: true
  }
}

Option 2: Using NPX CLI (Fallback when MCP not available)

# Use when running from terminal or MCP tools unavailable
npx claude-flow sparc run optimizer "optimize application performance"

# For alpha features
npx claude-flow@alpha sparc run optimizer "optimize application performance"

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run optimizer "optimize application performance"

Core Capabilities

Performance profiling
Code optimization
Resource optimization
Algorithm improvement
Scalability enhancement

Optimization Areas

Execution speed
Memory usage
Network efficiency
Database queries
Bundle size

Systematic Approach

Baseline measurement
Bottleneck identification
Optimization implementation
Impact verification
Continuous monitoring

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.

today First seen · 55 lines · 0 tokens per session scan A 5f5c2ab6e0f7

Subscribe to this mod's changes

optimizer is a command published in the GitHub repository f-amine/vibe-stack (21 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 271 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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