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在 OpenClaw 中安装
/install openviking-korean
功能描述
한국어에 최적화된 OpenViking 기반 컨텍스트 DB로 토큰 91% 절감, 계층 구조 메모리 관리 및 자동 압축 기능을 제공합니다.
安全使用建议
This package appears to implement a local context DB and compression as advertised, but it includes developer artifacts and scripts that will read and index user workspace files and even reference a ClawHub token path. Before installing or running:
- Review the bundled Python files (especially auto_sync.py, init_bora_context.py, auto_recall.py, daily_summary.py, HANDOVER.md) for hard-coded paths and any code that opens files in your home/workspace.
- Do not run convenience scripts (init_bora_context.py, auto_recall.py, daily_summary.py) unless you inspect and modify paths to a safe test directory. init_bora_context.py in particular tries to open files at C:\Users\Roken\... which is a leftover dev path and may reveal how the package will behave.
- If you want to try it, run it inside an isolated environment or container and set the workspace directory explicitly to an empty directory (the AutoSync and ContextStore constructors accept workspace/base_path arguments). Example: create_auto_sync(workspace_path='~/tmp/safe_tokensaver_workspace').
- Search the package for any references to '.secrets', 'clawhub_token', or other token/secret file paths and remove or sandbox them.
- Because the skill will read and write files under your home/workspace, avoid running it with sensitive files present or grant only to a directory you control.
Given the presence of hard-coded dev paths and secret-file references, treat this skill as potentially privacy-sensitive until you validate and sanitize the code and workspace paths.
功能分析
Type: OpenClaw Skill
Name: openviking-korean
Version: 3.1.0
The skill bundle contains numerous hardcoded absolute paths to a specific user's directory (C:\Users\Roken\...) across multiple files, including init_bora_context.py, auto_recall.py, and tests/test_tokensaver.py. It specifically targets and ingests sensitive workspace files like SOUL.md, IDENTITY.md, and USER.md into its own local storage. While the core logic for token saving via text compression appears functional and lacks clear exfiltration code, the hardcoded environment and the ingestion of private agent data without generalization are significant red flags for a shared skill.
能力评估
Purpose & Capability
The name/description (TokenSaver / Korean context DB with multi-level compression) aligns with the included code: tokenizers, compressors, context store, search, export/import, auto-sync. However multiple files contain hard-coded developer paths (e.g., C:\Users\Roken\.openclaw\workspace\_auai-engine\openviking-korean) and a HANDOVER.md entry pointing at `.secrets/clawhub_token.txt`. Those are residual dev artifacts that don't belong in a clean published package and may cause the code to attempt to access the packager's local paths on import or when running convenience scripts.
Instruction Scope
SKILL.md advertises automatic sync/heartbeat behavior but does not clearly warn that runtime modules (AutoSync, create_auto_sync, index_workspace, init_bora_context.py, daily_summary.py, auto_recall.py) will read many local files (MEMORY.md, USER.md, AGENTS.md, memory/*.md, context-summary.md) under the workspace (~/.openclaw/workspace by default) and may create cache files there. Several convenience scripts also open absolute Windows paths. This means installing/using the skill (or running its auto-sync/heartbeat) can scan or read user workspace files and write cache/summary files — behavior that is relevant to a context DB but is not explicitly highlighted or gated in the SKILL.md.
Install Mechanism
There is no install spec in the registry (instruction-only SKILL.md). The README/SKILL.md suggests pip install tokensaver but the package here is included as code files; no remote downloads, no brew/npm installs, and no extract-from-URL steps are present in the provided manifest. From an installation-risk POV this is lower-risk than remote installers, but you still need to review bundled code before running.
Credentials
The skill declares no required environment variables or credentials, which fits its function. However, repository files (HANDOVER.md, context.md, init scripts) reference a ClawHub token file path and other project-local secret paths. The code will read and write files under home/workspace directories (e.g., ~/.openviking, ~/.openclaw/workspace). While not requesting cloud credentials, references to secret file paths and use of workspace content means sensitive data could be read if those files exist — the skill does not explicitly request or justify access to those secrets in SKILL.md.
Persistence & Privilege
The skill does not request 'always: true' and does not modify other skills. It will create directories and files under user home/workspace (cache files, context JSON, export files). Auto-sync/heartbeat functionality implies periodic reads/writes to the workspace and saving caches (e.g., ~/.openclaw/.openviking/sync_cache.json, context summaries). Writing to user home/workspace is within the expected scope for a local context DB but is a persistence and privacy consideration the user should be aware of.
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 openviking-korean - 安装完成后,直接呼叫该 Skill 的名称或使用
/openviking-korean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
v3.1.0
v3.1: 한영겸용 지원 + Async + orjson + LRU
v1.4.0
WAL 프로토콜, SESSION-STATE, 엔티티 추출 추가 (elite-longterm-memory + smart-memory에서 이식)
v1.3.0
중복제거, 가중치검색, 자동카테고리, 자동요약, 버전백업 추가
v1.2.0
영어 지원 추가 (다국어 토크나이저), 언어 자동 감지, nltk 영어 불용어 처리
v1.1.0
캐싱 시스템 추가 (TTL 5분), 에러 처리 강화, 손상된 파일 스킵
v2.0.1
마케팅 카피로 설명 개선, 1개월 무료 체험 추가
v2.0.0
v2.0: 벡터 검색, 형태소 분석 개선, 자동 동기화 추가
v1.0.4
예시 일반화 - 특정 브랜드 내용 제거
v1.0.3
설명 대폭 개선! 장단점, 사용 사례, 비용 절약 예시 추가. 한국어 특화 기능 설명 강화.
v1.0.2
토큰 96% 절감! Cron 자동화 추가. 사용법 개선.
v1.0.1
설치 간편화! pip install만으로 작동. 토큰 72% 절감. Windows/Mac/Linux 모두 지원.
v1.0.0
Initial release - Korean Context DB for AI Agents, 91% token saving
元数据
常见问题
TokenSaver 是什么?
한국어에 최적화된 OpenViking 기반 컨텍스트 DB로 토큰 91% 절감, 계층 구조 메모리 관리 및 자동 압축 기능을 제공합니다. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 380 次。
如何安装 TokenSaver?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install openviking-korean」即可一键安装,无需额外配置。
TokenSaver 是免费的吗?
是的,TokenSaver 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
TokenSaver 支持哪些平台?
TokenSaver 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 TokenSaver?
由 dorongss(@dorongss)开发并维护,当前版本 v3.1.0。
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