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Skills/lum1104/understand-anything/understand-explain
understand-explain logo

understand-explain

lum1104/understand-anything
895 installs59K stars
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Installation

npx skills add https://github.com/lum1104/understand-anything --skill understand-explain

Summary

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

SKILL.md

/understand-explain

Provide a thorough, in-depth explanation of a specific code component.

Graph Structure Reference

The knowledge graph JSON has this structure:

  • project — {name, description, languages, frameworks, analyzedAt, gitCommitHash}
  • nodes[] — each has {id, type, name, filePath?, summary, tags[], complexity, languageNotes?}
  • Code node types: file, function, class, module, concept
  • Non-code node types: config, document, service, table, endpoint, pipeline, schema, resource
  • Domain/knowledge node types: domain, flow, step, article, entity, topic, claim, source
  • IDs use the node type as prefix, e.g. file:path, function:path:name, config:path, article:path
  • edges[] — each has {source, target, type, direction, weight}
  • Key types: imports, contains, calls, depends_on, configures, documents, deploys, triggers, contains_flow, flow_step, related, cites
  • layers[] — each has {id, name, description, nodeIds[]}
  • tour[] — each has {order, title, description, nodeIds[]}

How to Read Efficiently

  1. Use Grep to search within the JSON for relevant entries BEFORE reading the full file
  2. Only read sections you need — don't dump the entire graph into context
  3. Node names and summaries are the most useful fields for understanding
  4. Edges tell you how components connect — follow imports and calls for dependency chains

Instructions

  1. Check that .understand-anything/knowledge-graph.json exists. If not, tell the user to run /understand first.
  1. Find the target node — use Grep to search the knowledge graph for the component: "$ARGUMENTS"
  • For file paths (e.g., src/auth/login.ts): search for "filePath" matches
  • For function notation (e.g., src/auth/login.ts:verifyToken): search for the function name in "name" fields filtered by the file path
  • Note the exact node id, type, summary, tags, and complexity
  1. Find all connected edges — Grep for the target node's ID in the edges section:
  • "source" matches → things this node calls/imports/depends on (outgoing)
  • "target" matches → things that call/import/depend on this node (incoming)
  • Note the connected node IDs and edge types
  1. Read connected nodes — for each connected node ID from step 3, Grep for those IDs in the nodes section to get their name, summary, and type. This builds the component's neighborhood.
  1. Identify the layer — Grep for the target node's ID in the "layers" section to find which architectural layer it belongs to and that layer's description.
  1. Read the actual source file — Read the source file at the node's filePath for the deep-dive analysis.
  1. Explain the component in context:
  • Its role in the architecture (which layer, why it exists)
  • Internal structure (functions, classes it contains — from contains edges)
  • External connections (what it imports, what calls it, what it depends on — from edges)
  • Data flow (inputs → processing → outputs — from source code)
  • Explain clearly, assuming the reader may not know the programming language
  • Highlight any patterns, idioms, or complexity worth understanding

Score

0–100
65/ 100

Grade

C

Popularity17/30

895 installs — growing adoption. Source repo has 59,391 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Understand Explain skill score badge previewScore badge

Markdown

[![Understand Explain skill](https://www.remoteopenclaw.com/skills/lum1104/understand-anything/understand-explain/badges/score.svg)](https://www.remoteopenclaw.com/skills/lum1104/understand-anything/understand-explain)

HTML

<a href="https://www.remoteopenclaw.com/skills/lum1104/understand-anything/understand-explain"><img src="https://www.remoteopenclaw.com/skills/lum1104/understand-anything/understand-explain/badges/score.svg" alt="Understand Explain skill"/></a>

Understand Explain FAQ

How do I install the Understand Explain skill?

Run “npx skills add https://github.com/lum1104/understand-anything --skill understand-explain” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Understand Explain skill do?

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Understand Explain skill free?

Yes. Understand Explain is a free, open-source skill published from lum1104/understand-anything. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Understand Explain work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Understand Explain works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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