aaaaqwq/inference-optimizer
skills/inference-optimizer/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add aaaaqwq/claude-code-skills inference-optimizerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Error
VirusTotalMulti-engine malware detection
70%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 26, 2026, 9:08 AM43.9s7 files scanned
SKILL.md
- 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
- 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
- Audit: Exec
bash <skill_dir>/scripts/openclaw-audit.sh, return raw output. Do NOT ask what to optimize. Do NOT list options. - Purge: If user approves purge after audit, exec
bash <skill_dir>/scripts/purge-stale-sessions.sh, return raw output. - Full optimization: For Task 1–5 (workspace rewrite, heartbeat, deploy), read
optimization-agent.mdand 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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