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在 OpenClaw 中安装
/install nm-conserve-compression-strategy
功能描述
Analyze current context and recommend compression strategies for bloated or quota-heavy sessions
安全使用建议
This is an instruction-only skill that mostly does what it says (analyze context and recommend compression strategies), but before installing or invoking it: 1) verify your platform supports the commands/tools it references (/context, /clear, /catchup, Skill(...) and Task tool); 2) confirm you are comfortable with the skill reading and writing files under .claude/ (it will save session-state and create context-archive files) — the skill metadata did not declare those config paths; 3) back up any important session data before allowing it to run /clear or similar destructive operations; 4) if you need stronger assurance, ask the publisher to explicitly declare the config paths and exact file IO behavior (read vs write), or provide a minimal test run mode that does not perform writes. If the author updates the metadata to declare .claude/* paths or documents sandboxing for file IO, the mismatch would be resolved and my confidence would increase.
功能分析
Type: OpenClaw Skill
Name: nm-conserve-compression-strategy
Version: 1.0.0
The skill bundle is a context management utility designed to help an AI agent manage token usage and context bloat. It provides instructions for analyzing context, saving session state to local files (e.g., `.claude/session-state.md`), and using built-in commands like `/clear` or `/catchup` to optimize performance. There is no evidence of malicious intent, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
The skill's stated purpose (analyzing and recommending compression strategies) matches the tasks described (analyze /context, recommend strategies, estimate savings). However, the SKILL.md repeatedly reads/writes files under .claude (e.g., .claude/session-state.md, .claude/context-archive/) and invokes other platform capabilities (Skill(...) and Task tool) while the skill metadata declares no required config paths, credentials, or platform features. That discrepancy (file IO and inter-skill invocation not declared) is unexplained.
Instruction Scope
Instructions tell the agent to run platform commands (/context, /clear, /catchup), spawn agents (Skill(conserve:clear-context), Task tool), and read/write .claude/ files and archives. These operations go beyond a passive recommendation: they imply the agent will modify and persist session state. The SKILL.md does not limit or justify access to arbitrary .claude files, nor does it declare which exact paths it will read versus write.
Install Mechanism
No install spec and no code files are present; this is instruction-only so nothing will be downloaded or written at install time. That minimizes install-time risk.
Credentials
The skill requests no environment variables or external credentials, which is proportionate. However, it still performs file IO under a user-config directory; the lack of declared required config paths for those files is a mismatch the user should verify (i.e., the skill will read/write .claude/ even though no paths were declared).
Persistence & Privilege
always:false and no special privileges are requested. The skill instructs spawning agents and clearing context, which are normal platform operations but can be impactful (destructive /clear). There is no automatic permanent presence or config modification of other skills declared.
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 nm-conserve-compression-strategy - 安装完成后，直接呼叫该 Skill 的名称或使用
/nm-conserve-compression-strategy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
v1.0.0
Initial release of compression-strategy skill.
- Analyzes context usage and recommends optimal compression strategies for quota-heavy or bloated sessions.
- Offers four customizable strategies: clear and catchup, continuation agent, archive and summarize, delegate to subagent.
- Details when and how to use each strategy, including best practices and risk estimates.
- Provides integration hooks for pre-compaction, context warnings, and tool output summarization.
- Includes clear step-by-step instructions and example commands for users.
元数据
常见问题
Nm Conserve Compression Strategy 是什么？
Analyze current context and recommend compression strategies for bloated or quota-heavy sessions. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 97 次。
如何安装 Nm Conserve Compression Strategy？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install nm-conserve-compression-strategy」即可一键安装，无需额外配置。
Nm Conserve Compression Strategy 是免费的吗？
是的，Nm Conserve Compression Strategy 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Nm Conserve Compression Strategy 支持哪些平台？
Nm Conserve Compression Strategy 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 Nm Conserve Compression Strategy？
由 athola（@athola）开发并维护，当前版本 v1.0.0。
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