Playwright MCP Output Compression (Layer 4)

SkillWeb & browsing

PostToolUse hook that compresses Playwright MCP tool output using Haiku summarization — Layer 4 of the token defense stack

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Playwright MCP Output Compression (Layer 4) skill

What this skill tells your AI

The instructions your AI receives, as published by baekenough/oh-my-customcode in .claude/skills/playwright-compress/SKILL.md and read by ahel’s review.

Purpose

Reduces Playwright MCP tool output tokens by 94-96% using intelligent Haiku summarization while preserving ref= values for interactive flow continuity.

Architecture

MCP tool response (37K+ chars)
  ↓ PostToolUse hook
  ↓ playwright-compress.sh
  ↓ claude -p --model haiku (summarize)
  ↓ updatedMCPToolOutput (1.4K-1.9K chars)

Token Defense Stack Position

LayerComponentMechanismScope
1cc-token-saverTime-based budget alertsSession
2R013 EcomodeContext-aware output compressionAgent
3MAX_MCP_OUTPUT_TOKENSHard truncation (lossy)Setting
4playwright-compressIntelligent summarization (lossless ref=)Hook

Behavior

  • Trigger: PostToolUse on mcp__playwright__.* tools
  • Skip condition: Output < 3000 characters (not worth compressing)
  • ref= preservation: All ref= attribute values are extracted and preserved in the summary
  • Fallback: If Haiku summarization fails, original output is returned unchanged
  • Auth: Uses Claude subscription auth (claude -p), no API key needed

Integration

RuleInteraction
R001No external data transmission — uses local claude -p
R013Complements Ecomode (Layer 2) with MCP-specific compression
R021Advisory PostToolUse hook — never blocks

Hook Configuration

Configured in .claude/hooks/hooks.json PostToolUse section:

{
  "matcher": "mcp_tool_name matches \"mcp__playwright__.*\" || mcp_tool_name matches \"mcp__claude-in-chrome__.*\"",
  "hooks": [{
    "type": "command",
    "command": "bash .claude/hooks/scripts/playwright-compress.sh"
  }],
  "description": "Layer 4: Compress Playwright/Chrome MCP output via Haiku summarization"
}

Source

Adapted from treesoop/claude-native-plugin playwright-optimizer (MIT).

Signals

GitHub stars
34
Forks
6
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
playwright-compress
Source
github.com/baekenough/oh-my-customcode