name: FlowClaw description: "Unkillable LLM load balancer for OpenClaw. Monitors usage across Anthropic, Google, OpenAI, GitHub Copilot, and Ollama. Scores accounts by urgency, rotates automatically, and fails over to local models. Your agent never gets stuck." metadata: openclaw: emoji: "🦞" os: - darwin - linux requires: bins: - curl - python3

FlowClaw — LLM Usage Monitor & Load Balancer

Track usage. Balance routing. Never waste a credit.

Unified dashboard + auto-routing for all your LLM subscriptions. Uses Earliest Deadline First scheduling — accounts resetting soonest are prioritized so unused credits aren't wasted.

Supported Providers

Commands

# 📊 Usage Monitoring
flowclaw status [--fresh] [--json]     # Full provider dashboard
flowclaw monitor [--json] [--cached]   # Clean usage report (no scoring)

# 🧠 Load Balancing
flowclaw score [--json]                # Scored ranking of all accounts
flowclaw optimize [--dry-run]          # Reorder OpenClaw model priority
flowclaw auto                          # Optimize silently (for cron jobs)

# 🛠 Utilities
flowclaw test                          # Run scoring engine unit tests
flowclaw history [N]                   # Routing decision history

Setup

Anthropic (Claude Max) — unlimited accounts

claude login
bash {baseDir}/scripts/save-account.sh
# Repeat for each account

Google Gemini CLI

openclaw models auth login --provider google-gemini-cli

Google Antigravity

openclaw models auth login --provider google-antigravity
brew install --cask steipete/tap/codexbar   # Required for usage metrics

OpenAI Codex

openclaw models auth login --provider openai-codex

GitHub Copilot

openclaw models auth login-github-copilot

Ollama

brew install ollama && ollama pull qwen3:235b
# Auto-detected — no config needed

Cron Automation

# Optimize routing every 30 minutes
*/30 * * * * bash ~/clawd/skills/flowclaw/scripts/flowclaw.sh auto

Scoring Algorithm

score = urgency(0.30) + availability(0.25) + proximity(0.15) + weekly_headroom(0.20) + tier(0.10)

Perishable inventory: Both 5h session and 7d weekly windows expire. When ≤6h to weekly reset, penalty is removed — burn remaining credits. Family-aware: Only swaps within same capability class (Opus↔Opus, not Opus↔Gemini).