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在 OpenClaw 中安装
/install ai-token-saver
功能描述
한국어 특화 Context DB로 AI 토큰 사용량을 최대 96% 절감하며 프롬프트를 최적화하고 메모리 검색을 지원합니다.
使用说明 (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!
安全使用建议
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).
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install ai-token-saver - 安装完成后，直接呼叫该 Skill 的名称或使用
/ai-token-saver触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
AI 토큰세이버 是什么？
한국어 특화 Context DB로 AI 토큰 사용량을 최대 96% 절감하며 프롬프트를 최적화하고 메모리 검색을 지원합니다. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 104 次。
如何安装 AI 토큰세이버？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-token-saver」即可一键安装，无需额外配置。
AI 토큰세이버 是免费的吗？
是的，AI 토큰세이버 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
AI 토큰세이버 支持哪些平台？
AI 토큰세이버 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 AI 토큰세이버？
由 dorongss（@dorongss）开发并维护，当前版本 v1.1.0。
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