context-pruner
Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.
Best use case
context-pruner is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.
Teams using context-pruner should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/context-pruner/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How context-pruner Compares
| Feature / Agent | context-pruner | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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 ```bash clawhub install context-pruner ```
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