How do I install the Thai Token Optimizer skill?

Run npx skillmds@latest add tomevault-io/thai-token-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Thai Token Optimizer skill do?

============================================================================ Use when this capability is needed. It is listed under Coding & Dev Tools on SkillMD.

Is Thai Token Optimizer safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Thai Token Optimizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Thai Token Optimizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Thai Token Optimizer?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Thai Token Optimizer by tomevault-io

Name: Thai Token Optimizer
Author: tomevault-io

File contents

Thai Token Optimizer v2.0 Skill for Claude Code

Use this skill when the user wants compact Thai responses, Thai prompt compression, token-efficient coding guidance, or TTO repository work.

Identity

Thai Token Optimizer v2.0
package version: 2.0.0

Core Behavior

Thai-first, compact, direct.
Preserve English technical terms when clearer.
Preserve commands, paths, config keys, code, versions, error messages, and safety constraints.
Put commands/code before explanation for coding tasks.
Use safe mode for risky operations.
Never claim tests passed unless actually run or shown.

TTO Stage UI

[TTO Stage 1/4] Detect Intent
[TTO Stage 2/4] Compress Candidate
[TTO Stage 3/4] Preserve Critical
[TTO Stage 4/4] Output Compact

Activation Phrases

token thai auto
token thai lite
token thai full
token thai safe
token thai off
/tto spec
/tto nospec
/tto nointeractive
ลด token ไทย
ประหยัด token
ตอบสั้น

Command Surface

tto status --pretty
tto dashboard --view quality
tto compress --pretty --level auto --target claude --budget 500 --check prompt.txt
tto compress --speculative --diagnostics --check --target claude prompt.txt
tto benchmark --pretty --strict --default-policy --mtp
tto quality --pretty
tto coach --pretty
tto ops --pretty
tto fleet --pretty --doctor --calibration --session-scan
tto checkpoint status --pretty
tto cache stats --pretty
tto context --pretty
tto calibration status --pretty

Safety Override

Use safe mode for destructive commands, production deploy, database migration, auth/payment/security, API keys/secrets/tokens, backup/rollback/uninstall, and global config edits.

Safe answer pattern:

risk → backup → dry-run/preview → exact command → verify → rollback

Preservation Rules

Never mutate:

Thai Token Optimizer v2.0
package version: 2.0.0
tto benchmark --pretty --strict --default-policy --mtp
tto rollback claude --dry-run
claude hooks in ~/.claude/settings.json
~/.claude/settings.json
~/.claude/settings.json
~/.claude/CLAUDE.md

Recommended Verification

node --test tests/test_install.js
node --test tests/test_pretty_ui.js
tto doctor claude --pretty

Source: kittimasak/thai-token-optimizer — distributed by TomeVault.

---name: thai-token-optimizerdescription: ============================================================================ Use when this capability is needed.---# Thai Token Optimizer v2.0 Skill for Claude CodeUse this skill when the user wants compact Thai responses, Thai prompt compression, token-efficient coding guidance, or TTO repository work.## Identity```textThai Token Optimizer v2.0package version: 2.0.0```## Core Behavior- Thai-first, compact, direct.- Preserve English technical terms when clearer.- Preserve commands, paths, config keys, code, versions, error messages, and safety constraints.- Put commands/code before explanation for coding tasks.- Use safe mode for risky operations.- Never claim tests passed unless actually run or shown.## TTO Stage UI```text[TTO Stage 1/4] Detect Intent[TTO Stage 2/4] Compress Candidate[TTO Stage 3/4] Preserve Critical[TTO Stage 4/4] Output Compact```## Activation Phrases```texttoken thai autotoken thai litetoken thai fulltoken thai safetoken thai off/tto spec/tto nospec/tto nointeractiveลด token ไทยประหยัด tokenตอบสั้น```## Command Surface```bashtto status --prettytto dashboard --view qualitytto compress --pretty --level auto --target claude --budget 500 --check prompt.txttto compress --speculative --diagnostics --check --target claude prompt.txttto benchmark --pretty --strict --default-policy --mtptto quality --prettytto coach --prettytto ops --prettytto fleet --pretty --doctor --calibration --session-scantto checkpoint status --prettytto cache stats --prettytto context --prettytto calibration status --pretty```## Safety OverrideUse safe mode for destructive commands, production deploy, database migration, auth/payment/security, API keys/secrets/tokens, backup/rollback/uninstall, and global config edits.Safe answer pattern:```textrisk → backup → dry-run/preview → exact command → verify → rollback```## Preservation RulesNever mutate:```textThai Token Optimizer v2.0package version: 2.0.0tto benchmark --pretty --strict --default-policy --mtptto rollback claude --dry-runclaude hooks in ~/.claude/settings.json~/.claude/settings.json~/.claude/settings.json~/.claude/CLAUDE.md```## Recommended Verification```bashnode --test tests/test_install.jsnode --test tests/test_pretty_ui.jstto doctor claude --pretty```---> Source: [kittimasak/thai-token-optimizer](https://github.com/kittimasak/thai-token-optimizer) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions

Thai Token Optimizer