Sounder25

Context Window Pruner

12
3
# Install this skill:
npx skills add Sounder25/Google-Antigravity-Skills-Library --skill "Context Window Pruner"

Install specific skill from multi-skill repository

# Description

Optimize information density by filtering workspace files based on relevance to the current task. Excludes high-noise files (lockfiles, assets) and prioritizes source code matching semantic queries.

# SKILL.md


name: Context Window Pruner
description: Optimize information density by filtering workspace files based on relevance to the current task. Excludes high-noise files (lockfiles, assets) and prioritizes source code matching semantic queries.
version: 1.0.0
author: Antigravity Skills Library
created: 2026-01-16
leverage_score: 5/5


SKILL-008: Context Window Pruner

Overview

Large repos flood the agent's context window with noise. This skill generates a RELEVANT_FILES.txt list by aggressively pruning irrelevant directories and searching for files related to a specific "Focus".

Trigger Phrases

  • focus on <topic>
  • find relevant files for <task>
  • prune context

Inputs

Parameter Type Required Default Description
--focus string Yes - Keywords to filter file names/content (e.g. "gas", "auth")
--max-files int No 50 Limit output size

Outputs

  1. RELEVANT_FILES.txt: List of absolute paths to read.
  2. Console output summarizing token savings (estimated).

Safety Checks

  • Always respects .gitignore.
  • Never includes binary files.
  • Caps output to avoid context overflow.

Implementation

See prune_context.ps1.

Integration

$files = .\skills\08_context_pruner\prune_context.ps1 -Focus "EVM opcode"
# Agent works only with $files

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.