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Explain Code

skill-helderberto-agent-skills-explain-code · by helderberto

Explains code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when the user asks "how does this work?" Don't use for modifying code, fixing bugs, or generating new implementations.

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Install

$ agentstack add skill-helderberto-agent-skills-explain-code

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

When explaining code, always include:

  1. Start with an analogy: Compare the code to something from everyday life
  2. Draw a diagram: Use ASCII art to show the flow, structure, or relationships
  3. Walk through the code: Explain step-by-step what happens
  4. Highlight a gotcha: What's a common mistake or misconception?

Keep explanations conversational. For complex concepts, use multiple analogies.

Diagram Types

Flow / Control flow:

Input -> [Validate] -> [Process] -> [Save] -> Output
                          |
                       [Error] -> Return 400

Call stack / Sequence:

Client          API           DB
  |--request-->  |             |
  |              |--query----> |
  |              | [Loading] --success--> [Done]
                       |
                    error|
                   [Failed] --retry--> [Loading]

Data structure:

User {
  id: string
  profile: Profile --> { name, avatar, bio }
  posts: Post[]    --> [{ id, title, body }]
}

Before / After:

Before:               After:
fn()                  fn()
  doA()                 doA()
  doB()                 doB()
  doC()     ->          helpers()
  doD()                   doC()
  doE()                   doD()
                          doE()

Error Handling

  • Code references external files/modules -- read them before explaining
  • Diagram too complex -- split into multiple focused diagrams, each covering one concept

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.