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Install in OpenClaw
/install nm-conserve-compression-strategy
Description
Analyze current context and recommend compression strategies for bloated or quota-heavy sessions
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install nm-conserve-compression-strategy - After installation, invoke the skill by name or use
/nm-conserve-compression-strategy - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Nm Conserve Compression Strategy?
Analyze current context and recommend compression strategies for bloated or quota-heavy sessions. It is an AI Agent Skill for Claude Code / OpenClaw, with 97 downloads so far.
How do I install Nm Conserve Compression Strategy?
Run "/install nm-conserve-compression-strategy" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Nm Conserve Compression Strategy free?
Yes, Nm Conserve Compression Strategy is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Nm Conserve Compression Strategy support?
Nm Conserve Compression Strategy is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Nm Conserve Compression Strategy?
It is built and maintained by athola (@athola); the current version is v1.0.0.
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