← Back to Skills Marketplace
balkanblbn

Context Pruner

by balkanblbn · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
553
Downloads
0
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install context-pruner
Description
Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.
README (SKILL.md)

Context Pruner

Save tokens and keep focus sharp. This skill manages the "bloat" of long sessions.

Pruning Protocol

  1. Noise Detection: Filter "Acknowledge" messages and filler words.
  2. Fact Distillation: Extract raw info and discard the conversational fluff.
  3. Chunking: Break long transcripts into searchable summaries.

Installation

clawhub install context-pruner
Usage Guidance
This skill appears internally consistent with its stated goal and requests no credentials, but it is minimal and undocumented (no source or homepage). Before installing: 1) Ask the provider how it decides what to delete vs summarize and whether actions are reversible (retain backups). 2) Test on non-sensitive conversations first. 3) Verify what 'clawhub install' would do in your environment. 4) If you need stronger assurances, request source code or documentation from the publisher so you can confirm it doesn't transmit or permanently erase data you care about.
Capability Analysis
Type: OpenClaw Skill Name: context-pruner Version: 1.0.0 The skill bundle contains only metadata (`_meta.json`) and a `SKILL.md` file. The `SKILL.md` describes a legitimate context management function for an AI agent, detailing steps like noise detection, fact distillation, and chunking. The installation instructions use the standard `clawhub install` command for the skill itself. There is no executable code, no evidence of prompt injection attempts to subvert the agent, and no indicators of malicious activities such as data exfiltration, unauthorized execution, or persistence mechanisms.
Capability Assessment
Purpose & Capability
Name and description match the instructions: pruning, summarizing, and chunking conversational history. There are no unexpected required binaries, env vars, or config paths that would be incoherent with a context-management skill.
Instruction Scope
SKILL.md contains only high-level pruning steps (noise detection, fact distillation, chunking) and does not instruct reading unrelated files, network exfiltration, or credential access. However the instructions are vague about what gets deleted versus summarized and what heuristics are used, giving the skill broad discretion if implemented by an agent.
Install Mechanism
This is an instruction-only skill with no install spec or code files, so nothing will be written to disk by the skill itself. The README mentions a 'clawhub install' command but no install spec is present—this is a minor documentation incongruence rather than an evidence of risky installation behavior.
Credentials
The skill requests no environment variables, credentials, or config paths. There is no disproportionate access requested for unrelated services.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent system-wide changes or access to other skills' configs. Autonomous model invocation is allowed by default on the platform but that is not a red flag on its own here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install context-pruner
  3. After installation, invoke the skill by name or use /context-pruner
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Slug context-pruner
Version 1.0.0
License
All-time Installs 2
Active Installs 2
Total Versions 1
Frequently Asked Questions

What is Context Pruner?

Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads. It is an AI Agent Skill for Claude Code / OpenClaw, with 553 downloads so far.

How do I install Context Pruner?

Run "/install context-pruner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Context Pruner free?

Yes, Context Pruner is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Context Pruner support?

Context Pruner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Context Pruner?

It is built and maintained by balkanblbn (@balkanblbn); the current version is v1.0.0.

💬 Comments