topology-optimize

A topology optimizer for agent swarms, where topology means the way agents are connected and coordinated.

In plain words
What is it for?
Use it to analyze a swarm, receive optimization suggestions, or apply changes for a chosen target.
Why use it?
It helps adjust agent coordination to suit a particular workload, such as speed or efficiency.

Command for Claude Code

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/topology-optimize
Clone the repo
git clone --depth 1 https://github.com/f-amine/vibe-stack

Made for: Claude Code.

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 132 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00000 $0.00132
Opus 5 $0.00000 $0.00066
Sonnet 5 $0.00000 $0.00026
Haiku 4.5 $0.00000 $0.00013

Measured 2d ago against content hash 1824a0fda02b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

topology-optimize 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 2d ago.

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.

Origin

This is a copy

100% identical to topology-optimize — 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.

.claude/commands/optimization/topology-optimize.md · 26 lines

What it actually says

topology-optimize

Optimize swarm topology for current workload.

Usage

npx claude-flow optimization topology-optimize [options]

Options

  • --analyze-first - Analyze before optimizing
  • --target <metric> - Optimization target
  • --apply - Apply optimizations

Examples

# Analyze and suggest
npx claude-flow optimization topology-optimize --analyze-first

# Optimize for speed
npx claude-flow optimization topology-optimize --target speed

# Apply changes
npx claude-flow optimization topology-optimize --target efficiency --apply
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. 2d ago First seen · 26 lines · 0 tokens per session scan A 1824a0fda02b

Subscribe to this mod's changes

topology-optimize 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 132 tokens. A static security scan graded it A with 0 findings. It is 100% identical to topology-optimize, differing in 0 lines, and is treated as a copy.