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Install in OpenClaw
/install ai-token-saver
Description
한국어 특화 Context DB로 AI 토큰 사용량을 최대 96% 절감하며 프롬프트를 최적화하고 메모리 검색을 지원합니다.
README (SKILL.md)
토큰세이버 (TokenSaver)
AI 토큰 사용량 96% 절감!
한국어 Context DB로 긴 프롬프트를 짧은 검색으로 대체.
🎯 왜 필요한가?
| 상황 | 기존 | 토큰세이버 |
|---|---|---|
| 컨텍스트 전달 | 1,500토큰 | ~50토큰 |
| 메모리 검색 | 전체 로드 | 레벨별 검색 |
| 월 비용 | $100 | $4 |
96% 절감!
🚀 사용법
설치
pip install token-saver
기본 사용
from token_saver import TokenSaver
# API Key 설정 (무료: 50회/월)
ts = TokenSaver(api_key="your_key")
# 저장
ts.save("project/alpha", "이 프로젝트는...")
# 검색 (토큰 절약!)
result = ts.search("프로젝트 정보", level=0) # 96% 절약
CLI
# 저장
token-saver save "memories/roadmap" --content "2026년 목표: 10억"
# 검색
token-saver search "목표" --level 0
# 사용량
token-saver usage
📊 검색 레벨
| 레벨 | 토큰 | 절감 | 용도 |
|---|---|---|---|
| 0 | ~50 | 96% | 빠른 검색, 키워드만 |
| 1 | ~200 | 91% | 컨텍스트 파악 |
| 2 | ~500+ | 원본 | 상세 작업 |
💰 요금제
| 플랜 | 가격 | API 호출 |
|---|---|---|
| Free | $0 | 50회/월 |
| Pro | $9/월 | 1,000회/월 |
| Team | $29/월 | 무제한 |
🔑 API Key 발급
- https://tokensaver.ai 접속
- 회원가입
- API Key 발급
🇰🇷 한국어 특화
- 형태소 분석 기반 검색
- 한국어 비즈니스 템플릿
- 한국 시간대 기반
토큰세이버 v1.0.0 AI 토큰 96% 절감!
Usage Guidance
Before installing or using this skill, consider the following: 1) The included Python client requires an API key (TOKENSAVER_API_KEY or passed to TokenSaver), but the skill metadata does not declare that — do not supply secrets until you verify the service and key issuance process. 2) SKILL.md tells you to 'pip install token-saver' even though the bundle contains a client script; verify the PyPI package name and publisher (tokensaver.ai maker) before running pip to avoid typo‑squatting. 3) This skill sends whatever you save to an external API (tokensaver.ai). Do not send passwords, private keys, or other sensitive data to the service until you confirm its privacy policy, retention practices, and TLS/certificate legitimacy. 4) If you want to test safely, run the included script in an isolated environment (container or VM) and inspect network calls (e.g., with a proxy) before giving real data. 5) If you need to proceed, prefer providing an API key with limited scope or a throwaway account, and confirm the domain and package ownership independently (domain WHOIS / PyPI maintainer).
Capability Analysis
Type: OpenClaw Skill
Name: ai-token-saver
Version: 1.1.0
The skill bundle provides a legitimate client for the 'TokenSaver' service (api.tokensaver.ai), which aims to reduce AI token consumption by storing and retrieving context via an external database. The Python script `scripts/token_saver.py` implements standard API interactions for saving and searching data, and the `SKILL.md` documentation accurately describes its functionality without any evidence of malicious instructions, data exfiltration of sensitive local files, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description claim a Context DB for token savings and the bundled Python client (scripts/token_saver.py) implements exactly that (save/search/list/usage against https://api.tokensaver.ai). So capability matches purpose. However, registry metadata declared no required environment variables/credentials while the client requires an API key (constructor or TOKENSAVER_API_KEY). That omission is inconsistent.
Instruction Scope
SKILL.md examples show using the TokenSaver client and indicate obtaining an API key from https://tokensaver.ai; runtime instructions and the client perform HTTP requests to the service endpoints listed in data/endpoints.json. The instructions do not direct the agent to read unrelated local files or other credentials. They do, however, recommend 'pip install token-saver' (see install section) which is an external action outside the included code and not represented in the skill metadata.
Install Mechanism
There is no install spec in the skill bundle (instruction-only), but SKILL.md instructs users to run 'pip install token-saver'. The repository already includes a client script, so recommending pip may cause users to install an external PyPI package which might differ (typo‑squatting risk) or execute unrelated code. Lack of an explicit, verifiable install/source for that package is a risk.
Credentials
The Python client requires an API key (constructor param or TOKENSAVER_API_KEY env var) and will send stored content to https://api.tokensaver.ai. The skill metadata declares no required env vars/primary credential — an inconsistency. Requiring a single service API key is proportionate to the stated purpose, but the omission in metadata and the fact that user-provided content is transmitted to an external service are notable privacy/security considerations.
Persistence & Privilege
The skill is not 'always: true' and does not request system-wide persistence or modify other skills. It behaves as a normal client that makes network calls to its API endpoints.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-token-saver - After installation, invoke the skill by name or use
/ai-token-saver - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
한국어 형태소 분석 추가 (konlpy)
v1.0.0
- Initial release of TokenSaver skill (v1.0.0).
- Achieves up to 96% reduction in AI token usage by optimizing prompts with a Korean language Context DB.
- Supports efficient context saving and retrieval with leveled memory search (level 0: ~50 tokens up to level 2: ~500+ tokens).
- Provides both Python SDK and CLI tools for saving, searching, and usage monitoring.
- Korean language optimized, including morpho-syntactic search, business templates, and time zone support.
- API available with free and paid plans via https://tokensaver.ai.
Metadata
Frequently Asked Questions
What is AI 토큰세이버?
한국어 특화 Context DB로 AI 토큰 사용량을 최대 96% 절감하며 프롬프트를 최적화하고 메모리 검색을 지원합니다. It is an AI Agent Skill for Claude Code / OpenClaw, with 104 downloads so far.
How do I install AI 토큰세이버?
Run "/install ai-token-saver" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI 토큰세이버 free?
Yes, AI 토큰세이버 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI 토큰세이버 support?
AI 토큰세이버 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI 토큰세이버?
It is built and maintained by dorongss (@dorongss); the current version is v1.1.0.
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