← Back to Skills Marketplace
marlandoj

Zouroboros Swarm Gate

by marlandoj · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
118
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install zouroboros-swarm-gate
Description
Zero-cost task classifier (~2ms) that decides if a task needs multi-agent orchestration. 7 weighted signals, no API calls. Part of the Zouroboros ecosystem.
Usage Guidance
This package appears to be what it says: a small, local regex-based task classifier. Before installing: verify the exact npm package name and publisher on npmjs.com (SKILL.md/README package name differs from package-lock), inspect package.json on the published package to confirm the 'bin' entry points, and review the published package contents for unexpected network calls or postinstall scripts. As with any global Node package, consider installing in a sandbox or limited environment first and avoid granting extra credentials or system permissions unless you review and trust the maintainer. If you need higher assurance, confirm the GitHub repository and npm publisher identity (signatures, stars, recent activity).
Capability Analysis
Type: OpenClaw Skill Name: zouroboros-swarm-gate Version: 1.0.0 The zouroboros-swarm-gate bundle is a task complexity classifier that uses regex-based heuristics to determine if a task warrants multi-agent orchestration. Analysis of the source code (src/index.ts) and compiled outputs (dist/cli.js) confirms the logic is limited to string processing and scoring based on weighted signals like parallelism and scope breadth. There are no instances of network activity, file system access, or shell execution, and the SKILL.md instructions are strictly aligned with the tool's stated purpose.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
Name/description (task-complexity classifier) align with the shipped code: evaluate() and a CLI that runs local regex/heuristics. Minor inconsistency: SKILL.md and README reference the package name 'zouroboros-swarm-gate' / import name 'zouroboros-swarm-gate', while package-lock.json shows '@zouroboros/swarm-gate' (namespaced). This is likely a packaging/naming mismatch but not indicative of malicious behavior.
Instruction Scope
SKILL.md only documents local CLI and programmatic use, thresholds, and signals. The runtime instructions do not ask the agent to read unrelated files, environment variables, or call external endpoints.
Install Mechanism
Install spec uses npm (node package) and provides a binary 'swarm-gate' — expected for a Node CLI. No external arbitrary URL downloads or extract steps. Note: package-lock references many esbuild/platform dev artifacts (normal for JS packages) and there is the package-name discrepancy noted above; you should confirm the exact npm package name/publisher before install.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The code excerpts show only local text analysis (regex/heuristics), so no secrets are requested or needed.
Persistence & Privilege
Skill does not request always:true and uses normal user-invocable/autonomous defaults. Install produces its own binary and package files only; it does not modify other skills or system-wide agent settings in the provided artifacts.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install zouroboros-swarm-gate
  3. After installation, invoke the skill by name or use /zouroboros-swarm-gate
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial ClawHub release. Zero-cost task classifier (~2ms, 7 weighted signals) that decides if a task needs multi-agent orchestration.
Metadata
Slug zouroboros-swarm-gate
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Zouroboros Swarm Gate?

Zero-cost task classifier (~2ms) that decides if a task needs multi-agent orchestration. 7 weighted signals, no API calls. Part of the Zouroboros ecosystem. It is an AI Agent Skill for Claude Code / OpenClaw, with 118 downloads so far.

How do I install Zouroboros Swarm Gate?

Run "/install zouroboros-swarm-gate" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Zouroboros Swarm Gate free?

Yes, Zouroboros Swarm Gate is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Zouroboros Swarm Gate support?

Zouroboros Swarm Gate is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Zouroboros Swarm Gate?

It is built and maintained by marlandoj (@marlandoj); the current version is v1.0.0.

💬 Comments