inference-optimizer

Name: inference-optimizer
Author: aAAaqwq/AGI-Super-Team

$npx mdskill add aAAaqwq/AGI-Super-Team/inference-optimizer

Audit token usage and purge sessions to optimize inference speed.

Reduces OpenClaw token consumption and removes stale sessions.
Depends on custom bash scripts for auditing and purging.
Executes audit first, then purges only after user approval.
Returns raw script output without listing optimization options.

SKILL.md

.github/skills/inference-optimizerView on GitHub ↗

---
name: inference-optimizer
description: Audit OpenClaw token usage, purge stale sessions, and optimize inference speed. Use when the user sends /optimize, /audit, asks to purge sessions, or wants a token/workspace audit.
license: MIT
metadata:
  author: clawdbot
  version: "0.1.0"
---

# Inference Optimizer

Optimize OpenClaw for maximum inference speed and minimum token usage. When user sends `/optimize` or `/audit`, exec the audit script and return raw output. When user approves purge, exec the purge script.

## Triggers

- `/optimize` — run audit
- `/audit` — same as /optimize
- "purge sessions", "purge stale", "clean up sessions" — after audit, if user approves

## Workflow

1. **Audit:** Exec `bash <skill_dir>/scripts/openclaw-audit.sh`, return raw output. Do NOT ask what to optimize. Do NOT list options.
2. **Purge:** If user approves purge after audit, exec `bash <skill_dir>/scripts/purge-stale-sessions.sh`, return raw output.
3. **Full optimization:** For Task 1–5 (workspace rewrite, heartbeat, deploy), read `optimization-agent.md` and follow its flow.

## Path Resolution

Scripts live at `~/clawd/skills/public/inference-optimizer/scripts/` (or wherever the skill is installed). Use that path when exec-ing.

## Allowlist

Purge script needs: `find`, `find *`, `find **`, `rm`, `rm *`, `rm **`, `bash`, `bash *`, `bash **`. Add to `exec-approvals.json` for the agent if purge is blocked.

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