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Install in OpenClaw
/install token-saving-mastery
Description
节省 Token 的实战技巧 — 优化 AI 对话成本,提升性价比
Usage Guidance
This skill contains reasonable token-saving techniques, but it also instructs the agent to list and patch other skills and to create cron jobs and export sessions externally. Before installing or running it: 1) Verify what platform operations (skill editing, session access, cron creation) the agent is allowed to perform and restrict them if possible. 2) Don't allow automatic or background creation of cron jobs without review. 3) Require backups and code review before any skill_manage patch operations — editing other skills can break behavior or remove important content. 4) Avoid providing external-service tokens (Notion, etc.) unless you trust the workflow and audit exports. 5) Test in a sandbox account first and check activity logs for any edits or exports. If you cannot confirm who authored the skill or cannot limit its permissions, treat it cautiously or decline to install.
Capability Analysis
Type: OpenClaw Skill
Name: token-saving-mastery
Version: 1.0.0
The skill bundle 'token-saving-mastery' provides legitimate strategies for optimizing AI token usage within the OpenClaw environment. It instructs the agent to use built-in tools like 'session_search', 'skill_manage', and 'hermes cron' to manage session history and reduce the size of skill files (SKILL.md), with no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description claim token-saving tips — that matches most instructions. However, the runtime steps explicitly instruct listing all skills and patching other skills' SKILL.md to delete content (via skills_list, skill_manage patch). Editing other skills is not an obvious or low-risk requirement for a 'token-saving tips' helper and implies rights to modify unrelated artifacts.
Instruction Scope
SKILL.md tells the agent to call platform operations: session_search, skills_list, skill_view, skill_manage patch, hermes cron create, and to export sessions to external services (Obsidian/Notion). These instructions go beyond passive guidance — they direct programmatic modification of other skills and creation of background cron jobs, and recommend moving user conversation data to external endpoints. That broad scope could lead to unintended data exposure or destructive edits.
Install Mechanism
Instruction-only skill with no install spec or code files — nothing is written to disk by the skill itself. This is the lowest install risk.
Credentials
The skill requires no declared env vars or credentials, yet recommends exporting sessions to external services (Notion) and creating cron jobs that may need tokens or connectors. Also it presumes the ability to view and patch other skills and access session histories. The required permissions implied by the instructions are not declared or justified.
Persistence & Privilege
While always:false and no automatic install, the instructions explicitly instruct creating persistent cron tasks (hermes cron create) and editing other skills' prompts — both introduce persistent, system-wide effects. That increases blast radius if the agent is allowed to act autonomously or if cron prompts contain sensitive data.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install token-saving-mastery - After installation, invoke the skill by name or use
/token-saving-mastery - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
首发版本 - 4大策略节省30-70% Token
Metadata
Frequently Asked Questions
What is Token Saving Mastery?
节省 Token 的实战技巧 — 优化 AI 对话成本,提升性价比. It is an AI Agent Skill for Claude Code / OpenClaw, with 69 downloads so far.
How do I install Token Saving Mastery?
Run "/install token-saving-mastery" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Token Saving Mastery free?
Yes, Token Saving Mastery is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Token Saving Mastery support?
Token Saving Mastery is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Token Saving Mastery?
It is built and maintained by SMS (@smseow001); the current version is v1.0.0.
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