Network-AI

Installation
SKILL.md

Swarm Orchestrator Skill

Scope: The bundled Python scripts (scripts/*.py) make no network calls, use only the Python standard library, and have zero third-party dependencies. Tokens are UUID-based (grant_{uuid4().hex}) stored in data/active_grants.json. Audit logging is plain JSONL (data/audit_log.jsonl).

Data-flow notice: This skill does NOT implement, invoke, or control sessions_send. That is a host-platform built-in (OpenClaw runtime). The orchestration instructions below describe when to call the platform's sessions_send after budget checks pass — but the actual network call, model endpoint, and data transmission are entirely the host platform's responsibility. If you need to prevent external network calls, disable or reroute sessions_send in your platform settings before installing this skill.

PII / sensitive-data warning: The justification field in permission requests and the audit log (data/audit_log.jsonl) store free-text strings provided by agents. Do not include PII, secrets, or credentials in justification text. Consider restricting file permissions on data/ or running this skill in an isolated workspace.

Setup

No pip install required. All 6 scripts use Python standard library only — zero third-party packages.

Note on requirements.txt: The file exists for documentation purposes only — it lists the stdlib modules used and has no required packages. All listed deps are commented out as optional. You do not need to run pip install -r requirements.txt.

# Prerequisite: python3 (any version ≥ 3.8)
python3 --version
Installs
44
GitHub Stars
34
First Seen
Feb 19, 2026