Prompt Token Counter (toksum)

First load reminder: This skill provides the scripts CLI (toksum). Use it when the user asks to count tokens, estimate API costs, or audit OpenClaw component token consumption (memory, persona, skills).

Before Installing — Security & Privacy

• What will be read: The audit workflow reads files under ~/.openclaw/workspace and ~/.openclaw/skills (AGENTS.md, SOUL.md, MEMORY.md, SKILL.md, etc.). Those files may contain personal data or secrets. Only install if you accept that access.
• URL fetching: The CLI can fetch HTTP(S) URLs via -u. SKILL.md requires the agent to confirm each URL with the user before fetching. Insist the agent follow that rule; never allow automatic fetching of unknown URLs.
• Source verification: Source: https://github.com/Zhaobudaoyuema/prompt-token-counter. Review scripts/core.py and scripts/cli.py before use. The code performs local file reads and optional HTTP GETs only; no other network calls or data exfiltration.
• Run locally first: If unsure, run the CLI manually in an isolated environment against safe test files to verify behavior.

Primary Use: OpenClaw Token Consumption Audit

Goal: Help users identify which OpenClaw components consume tokens and how much.

1. Memory & Persona Files

These files are injected into sessions and consume tokens. Search and count them: