Skills

Cost Optimizer

Trigger when the user asks to audit Claude Code costs, reduce token spend, says "my...

Install

npx skills add mergisi/awesome-openclaw-agents --skill cost-optimizer -g -a claude-code -y
Category
AI and agents
Updated
7d ago
License
MIT
Context cost
Lightabout 1,006 tokens
Runs scripts
No, instructions only

What it does

Trigger when the user asks to audit Claude Code costs, reduce token spend, says "my Claude bill is too high", "optimize my CLAUDE.md", "why is this project burning tokens", or "/cost-optimizer". Scans a project for the common Claude Code cost leaks and returns a prioritized fix list.

Cost Optimizer

Audit a project's Claude Code setup for the handful of well-known cost leaks and output a prioritized remediation list. This is a static inspection, no pricing API calls, no guesswork about past spend.

When to use

  • "My Claude Code bill doubled this month, what's going on?"
  • "Audit this project for token waste"
  • "Why is my session context always huge?"
  • Post-mortem after a runaway agent run

What to check

Run each check and record PASS / WARN / FAIL with a short note.

1. CLAUDE.md size

wc -l CLAUDE.md .claude/CLAUDE.md 2>/dev/null
  • PASS: under 100 lines
  • WARN: 100-300 lines
  • FAIL: >300 lines, this is prepended to every message, so every line costs tokens forever.

Fix: move reference material (API keys, runbooks, verbose examples) into skill files or docs/, and leave CLAUDE.md as a thin pointer.

2. Memory file bloat

find ~/.claude/projects -name 'MEMORY.md' -exec wc -l {} \;
find .claude/memory -type f -exec wc -l {} \; 2>/dev/null
  • WARN if any memory file is >500 lines.
  • FAIL if >1500 lines, memory should be a curated index with links to detail files, not a dump.

Fix: extract old sections into memory/<topic>.md detail files and link from the index.

3. Unused or shadowed skills

ls ~/.claude/skills/ .claude/skills/ 2>/dev/null
  • Cross-reference with the skill invocations in the last 30 days of shell history or session logs if available.
  • Skills that have never been invoked but have huge SKILL.md bodies (>300 lines) are loaded into the skill index every turn, prune them.

4. Subagent fan-out patterns

Grep the project for Task/agent launch patterns:

grep -rn 'TaskCreate\|subagent\|parallel.*agent' --include='*.md' --include='*.js' --include='*.ts' .
Read the whole SKILL.md on GitHub

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