blog.create_for_helpers_tool

Goal

• Given a tool <TOOL> in helpers, write a short blog presenting this tool

Workflow

Step 1: Read and Follow the Rules to Write a Blog

• Read context about rules from .claude/skills/blog.rules.md

• When writing follow the rules from:

  • .claude/skills/markdown.rules.md
  • .claude/skills/text.rules.md

Step 2: Improve the Text

• Find the related documentation, such as
  • the source code
    • E.g., helpers/hcache_simple.py
  • the testing code
    • E.g,, helpers/test/test_hcache_simple.py
  • README describing the tool
    • E.g., docs/tools/helpers/all.hcache_simple.explanation.md
  • Notebooks and tutorials
    • E.g., notebooks/hcache_simple.tutorial.ipynb

Step 3: Write the Blog Text

• The format of the file should follow:

  # Introduction
  ## What Is ...?
  ## When To Use ...?
  ## When NOT To Use ?
  # How It Works
  # Real-World Scenarios
  ## Scenario 1: ...
  ## Scenario 2: ...
  # Advanced Features
  ## ...
  # Comparison with Alternatives
  # References
  ## Add references to the files in the repo
  

• E.g., for hcache_simple.py

  # Introduction
  ## What Is `hcache_simple`?
  ## The Three Cache Layers
  ## When To Use `hcache_simple`
  ## When NOT To Use `hcache_simple`
  # How It Works
  # Real-World Scenarios
  ## Scenario 1: Caching LLM Calls
  ## Scenario 2: Binary Data Caching with Pickle
  ## Scenario 3: Per-Function Cache Organization
  # Advanced Features
  ## Performance Monitoring
  ## Source-Change Detection
  ## Global Caching Controls
  ## Mock Cache for Testing
  # Comparison with Alternatives
  # References
  

Step 4: Reference GitHub Files

• When referring to files in the repo follow .claude/skills/blog.rules.md ## References to GitHub Files

Step 5: Add Visuals

• Add visuals to a blog following .claude/skills/blog.rules.md # Visuals
  • ## Add Visuals to Blog Posts: suggestions
  • ## Types of Visuals: types of visuals (such as mermaid, graphviz, tikz, images, website screenshots)