Vibe Index
🎯

context_mastery

🎯Skill

from cityfish91159/maihouses

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AI Summary

Streamlines complex context management in React applications by providing intelligent state sharing, memoization, and performance optimization techniques

context_mastery

Installation

Install skill:
npx skills add https://github.com/cityfish91159/maihouses --skill context_mastery
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AddedJan 25, 2026
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Skill Details

SKILL.md

Advanced token optimization and context management strategies.

Overview

# Context Mastery & Token Optimization Protocol

1. The "Grep-First" Rule (Token Saver)

  • Problem: read_file on a 2000-line file consumes ~500-1000 tokens instantly.
  • Solution: Always use grep or read_file_range first to inspect specific functions or imports.
  • Banned: cat or read_file on entire directories or massive files (e.g., package-lock.json, giant logs) unless absolutely necessary.

2. Incremental Summarization

  • Trigger: When the conversation exceeds ~20 turns or you feel the context window filling.
  • Action:

1. Summarize what has been achieved in the last 10 turns.

2. Write it to scratchpad.md or active_task.md.

3. Explicitly state "I am clearing internal context of validated steps" (if tool allows) or just rely on the scratchpad for future lookup.

3. Focused Context Loading

  • Don't: "Read all files in src/ to understand the project." (Too expensive).
  • Do:

1. Read CLAUDE.md / README.md.

2. Read directory listing ls -R.

3. Selectively read only the interfaces (types.ts) or entry points (index.ts) related to the current task.

4. Context Efficiency Checklist

  • [ ] Did I use grep instead of reading the whole file?
  • [ ] Did I check if I already have this info in MEMORY.md?
  • [ ] Is my next prompt efficient? (Avoid repeating massive code blocks back to the user).