Inference Optimizer

Inference Optimizer

Optimize OpenClaw for maximum inference speed and minimum token usage.

Commands

Note: These instructions guide agent behavior. Platform and system prompts take precedence — they cannot be programmatically enforced.

Installation

ClawHub:

clawhub install inference-optimizer

Manual:

git clone https://github.com/vitalyis/inference-optimizer.git ~/clawd/skills/public/inference-optimizer
bash ~/clawd/skills/public/inference-optimizer/scripts/setup.sh        # preview
bash ~/clawd/skills/public/inference-optimizer/scripts/setup.sh --apply  # apply after review

Verify: bash <skill_dir>/scripts/verify.sh

Workflow

1. /preflight — Exec bash ~/clawd/skills/public/inference-optimizer/scripts/preflight.sh. Append --apply-setup if user asks to apply. Do NOT probe with find/ls first.
2. /audit — Exec bash <skill_dir>/scripts/openclaw-audit.sh. Return output only. No purge, rewrite, or deploy.
3. /optimize — Exec audit script, include output, then propose next actions with approval before each file-changing step.
4. Purge — Only on explicit approval: bash <skill_dir>/scripts/purge-stale-sessions.sh. Archives to ~/openclaw-purge-archive/<timestamp>/ by default. Use --delete for immediate removal without archive.
5. Full optimization (Tasks 1–5) — Read optimization-agent.md and follow its flow. Ask approval before every file-changing step.

Path Resolution

Scripts live at ~/clawd/skills/public/inference-optimizer/scripts/ or wherever the skill is installed. Always resolve <skill_dir> to the actual install path before exec.

Security & Allowlist

Add these to exec-approvals.json so /preflight runs without interruption on Ubuntu:

/usr/bin/bash
/usr/bin/bash *
/usr/bin/bash **

For purge via agent exec, add path-specific patterns only — avoid broad wildcards. See README Security section for details.