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Shadows Context Optimizer

作者 NakedoShadow · GitHub ↗ · v1.1.0
darwinlinuxwin32 ⚠ suspicious
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在 OpenClaw 中安装
/install shadows-context-optimizer
功能描述
Token and context window optimization — compact prompts, reduce redundancy, prioritize critical context. Use when hitting context limits or to improve agent...
安全使用建议
This skill appears to be a sensible advisory guide for reducing token usage, but its documentation contradicts itself: it claims 'no file access' while telling the agent to read specific file ranges, grep directories, and spawn subagents. Before installing or enabling it widely, consider: 1) Do you trust the agent to read project files? If not, limit the agent's tool/file access or run the skill only in a sandboxed session. 2) Ask the publisher to clarify the contradiction and to provide explicit, safe patterns for file access (e.g., require explicit user approval before reading files). 3) Monitor/log file reads and network calls when you first use the skill. 4) If you want stricter control, keep the skill disabled by default and enable it only for sessions where selective file access and subagent spawning are acceptable.
功能分析
Type: OpenClaw Skill Name: shadows-context-optimizer Version: 1.1.0 The skill bundle is a set of purely advisory instructions (SKILL.md) designed to help an AI agent optimize its context window usage through strategies like token reduction, concise responses, and targeted file reading. It contains no executable code, no network requests, and no instructions that would lead to data exfiltration or unauthorized actions. The content is entirely focused on improving LLM efficiency and lacks any indicators of malicious intent or security risk.
能力评估
Purpose & Capability
The name/description (context/token optimization) align with the guidance in SKILL.md: compacting prompts, summarization, selective file reads, and subagent delegation are appropriate techniques for that purpose.
Instruction Scope
The PREREQUISITES and SECURITY CONSIDERATIONS sections assert the skill is 'advisory' and 'does not execute commands, read files, make network calls, modify configuration, or store data.' Yet the Techniques and Principles explicitly instruct the agent to 'Read file.py lines 45-80', 'grep specific directories', and 'spawn a subagent for codebase exploration.' Those operations involve accessing files and tools and could cause the agent to read or transmit data. The instructions are also somewhat open-ended (e.g., 'use subagents', '3-search maximum') giving the agent broad discretion about when and how to access data.
Install Mechanism
Instruction-only skill with no install spec and no code files — low installation risk (nothing is written/downloaded).
Credentials
The skill requests no environment variables, credentials, or config paths. Its listed requirements are proportional to its stated advisory purpose.
Persistence & Privilege
Skill is not always-enabled and is user-invocable. It does not request persistent presence or modify other skills' configs. Note: the SKILL.md encourages spawning subagents and changing agent behavior at runtime — autonomous invocation is platform-default, so this is not flagged alone but should be considered when enabling the skill.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install shadows-context-optimizer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /shadows-context-optimizer 触发
  4. 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
Initial HIGH TRUST release
元数据
Slug shadows-context-optimizer
版本 1.1.0
许可证
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Shadows Context Optimizer 是什么?

Token and context window optimization — compact prompts, reduce redundancy, prioritize critical context. Use when hitting context limits or to improve agent... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 289 次。

如何安装 Shadows Context Optimizer?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install shadows-context-optimizer」即可一键安装,无需额外配置。

Shadows Context Optimizer 是免费的吗?

是的,Shadows Context Optimizer 完全免费(开源免费),可自由下载、安装和使用。

Shadows Context Optimizer 支持哪些平台?

Shadows Context Optimizer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(darwin, linux, win32)。

谁开发了 Shadows Context Optimizer?

由 NakedoShadow(@nakedoshadow)开发并维护,当前版本 v1.1.0。

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