Learn-skills.dev inference-optimizer

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

source · Clone the upstream repo

git clone https://github.com/NeverSight/learn-skills.dev

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/NeverSight/learn-skills.dev "$T" && mkdir -p ~/.claude/skills && cp -r "$T/data/skills-md/aaaaqwq/claude-code-skills/inference-optimizer" ~/.claude/skills/neversight-learn-skills-dev-inference-optimizer && rm -rf "$T"

manifest: data/skills-md/aaaaqwq/claude-code-skills/inference-optimizer/SKILL.md

source content

Inference Optimizer

Optimize OpenClaw for maximum inference speed and minimum token usage. When user sends

/optimize

/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.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.