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Install in OpenClaw
/install token-saver-kr
Description
한국어 Context DB로 AI 토큰 사용량을 최대 96% 절감하는 프롬프트 최적화 및 메모리 검색 도구입니다.
Usage Guidance
Before installing: (1) Understand that this skill will send any saved content to api.tokensaver.ai — do not store sensitive secrets or private data there unless you trust the service and reviewed its privacy policy. (2) The packaged code requires an API key (TOKENSAVER_API_KEY or passing api_key) but the registry omitted that requirement — expect to provide a secret. (3) Verify the service/domain (https://tokensaver.ai) and the PyPI package identity if you plan to pip install; confirm pricing/limits and data retention. (4) If you need local-only token reduction, prefer tools that run entirely offline; otherwise limit what you save and rotate the API key regularly. (5) If you want higher assurance, ask the publisher for a homepage, privacy policy, and proof of ownership (repository or package listing) and request that the registry metadata be corrected to declare the required credential.
Capability Analysis
Type: OpenClaw Skill
Name: token-saver-kr
Version: 1.0.0
The 'token-saver-kr' skill is a legitimate-appearing API client for a service (tokensaver.ai) designed to reduce LLM token costs by storing and retrieving context. The Python script (scripts/token_saver.py) implements standard REST API interactions using the requests library and includes a CLI for managing 'memories'. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the data sent to the external endpoint is limited to what the user explicitly provides for storage or searching.
Capability Assessment
Purpose & Capability
The skill's code, SKILL.md, endpoints.json, and openclaw.skill.json all describe a remote memory/search API (api.tokensaver.ai) for reducing token usage; that matches the declared purpose. However, the package requires an API key to operate (TOKENSAVER_API_KEY or constructor param) but the registry metadata lists no required environment variables or primary credential. The absence of a declared credential in the registry is an incoherence.
Instruction Scope
SKILL.md instructs installing a pip package and using an API key from tokensaver.ai; the included Python code performs POST/GET requests to api.tokensaver.ai to save/search memories. That behavior is inside the stated scope (remote memory service). Note that all content saved by users will be transmitted to an external endpoint (tokensaver.ai) — expected for this service but important to surface.
Install Mechanism
There is no platform install spec (instruction-only skill), but SKILL.md tells users to pip install token-saver. The bundle also contains a local script entry (scripts/token_saver.py). This is not high-risk by itself, but you should verify the PyPI package identity (if you choose to pip install) and the origin of the included code. No downloads from unknown URLs or obfuscated installers were found.
Credentials
The Python code requires an API key (constructor or TOKENSAVER_API_KEY environment variable) and uses it as a Bearer token to call the external API. The registry metadata declares no required env vars or primary credential — a clear mismatch. The skill will not function without that secret, and the secret is used to authorize remote storage of user content; this should have been declared explicitly.
Persistence & Privilege
The skill does not request always:true and does not claim any special persistent system privileges. It does not modify other skills or system configs. Normal autonomous invocation is allowed by default.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install token-saver-kr - After installation, invoke the skill by name or use
/token-saver-kr - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of token-saver: Korean context DB for AI token usage savings.
- Reduces AI token usage by up to 96% with Korean-language context optimization.
- Supports prompt storage and memory search via Python API and CLI.
- Offers multi-level search for flexible context retrieval.
- Free and paid plans available; API key required.
- Features Korean-specific enhancements, including morphological analysis and business templates.
Metadata
Frequently Asked Questions
What is 토큰세이버 (한국어)?
한국어 Context DB로 AI 토큰 사용량을 최대 96% 절감하는 프롬프트 최적화 및 메모리 검색 도구입니다. It is an AI Agent Skill for Claude Code / OpenClaw, with 109 downloads so far.
How do I install 토큰세이버 (한국어)?
Run "/install token-saver-kr" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 토큰세이버 (한국어) free?
Yes, 토큰세이버 (한국어) is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 토큰세이버 (한국어) support?
토큰세이버 (한국어) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 토큰세이버 (한국어)?
It is built and maintained by dorongss (@dorongss); the current version is v1.0.0.
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