Skill: smartpeopleconnected/token-optimizer (version 1.0.18)

--- name: token-optimizer description: Reduce OpenClaw AI costs by 97%. Haiku model routing, free Ollama heartbeats, prompt caching, and budget controls. Go from $1,500/month to $50/month in 5 minutes. homepage: https://github.com/smartpeopleconnected/openclaw-token-optimizer triggers: - too expensive - costs too much - burning tokens - high token usage - reduce costs - save money - optimize tokens - budget exceeded - token optimization - cut api costs - lower ai spend - cheaper model - cost savings - api bill - spending too much - waste tokens - token budget - reduce token usage --- # Token Optimizer for OpenClaw Slash your AI costs from $1,500+/month to under $50/month. ## The Problem OpenClaw defaults prioritize capability over cost. You're burning expensive Sonnet/Opus tokens on tasks Haiku handles perfectly, paying for API heartbeats that could run free locally, and loading 50KB of context when 8KB suffices. ## The Solution Four core optimizations plus powerful tooling: ### Model Routing (92% savings) Haiku by default, Sonnet/Opus only when needed ### Multi-Provider Heartbeats (100% savings) Route heartbeats to Ollama, LM Studio, Groq, or disable entirely. Not locked to one provider. ### Session Management (80% savings) Load 8KB instead of 50KB context ### Caching (90% savings) Reuse prompts at 10% cost ### New in v1.0.8 - **Rollback** - List and restore config backups instantly - **Health Check** - Quick system status in one command - **Diff Preview** - See exactly what changes before applying - **--no-color** - CI/pipeline friendly output ## Cost Comparison | Period | Before | After | |--------|--------|-------| | Daily | $2-3 | $0.10 | | Monthly | $70-90 | $3-5 | | Yearly | $800+ | $40-60 | ## What's Included - One-command optimizer with diff preview - Multi-provider heartbeat (Ollama, LM Studio, Groq) - Config rollback and health check commands - Ready-to-use config templates - SOUL.md & USER.md templates - Optimization rules for agent prompts - Verification and savings reports ## What This Tool Modifies All changes are written under `~/.openclaw/`. A backup is created before any modification. | Path | Purpose | |------|---------| | `~/.openclaw/openclaw.json` | Main OpenClaw config (model routing, heartbeat, budgets) | | `~/.openclaw/backups/` | Timestamped config backups (created automatically) | | `~/.openclaw/workspace/` | Template files (SOUL.md, USER.md, IDENTITY.md) | | `~/.openclaw/prompts/` | Agent prompt optimization rules | | `~/.openclaw/token-optimizer-stats.json` | Usage stats for savings reports | **Safe by default** - All commands run in dry-run (preview) mode. Pass `--apply` to write changes. ## Quick Start ```bash # Install clawhub install token-optimizer # Analyze current setup python cli.py analyze # Preview changes (dry-run by default) python cli.py optimize # Apply all optimizations python cli.py optimize --apply # Verify setup python cli.py verify # Quick health check python cli.py health # Configure heartbeat provider (preview) python cli.py setup-heartbeat --provider ollama # Configure heartbeat provider (apply) python cli.py setup-heartbeat --provider ollama --apply # List and restore backups python cli.py rollback --list python cli.py rollback --to <backup-file> ``` ## Configuration Generated ```json { "agents": { "defaults": { "model": { "primary": "anthropic/claude-haiku-4-5" }, "cache": { "enabled": true, "ttl": "5m" } } }, "heartbeat": { "provider": "ollama", "model": "ollama/llama3.2:3b" }, "budgets": { "daily": 5.00, "monthly": 200.00 } } ``` ## Links - **GitHub**: https://github.com/smartpeopleconnected/openclaw-token-optimizer - **Issues**: https://github.com/smartpeopleconnected/openclaw-token-optimizer/issues ## Author **Smart People Connected** - GitHub: [@smartpeopleconnected](https://github.com/smartpeopleconnected) - Email: [REDACTED_SECRET] ## License MIT License - Free to use, modify, and distribute. --- *5 minutes to setup. 97% cost reduction. Stop burning tokens. Start building.*


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)