
Understand Explain
- 1.3k installs
- 77.5k repo stars
- Updated July 30, 2026
- lum1104/understand-anything
understand-explain provides documented workflows for Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
About
The understand-explain skill use when you need a deep-dive explanation of a specific file, function, or module in the codebase # /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.
- `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
Understand Explain by the numbers
- 1,327 all-time installs (skills.sh)
- +27 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Ranked #40 of 596 Debugging skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Aug 5, 2026 (Skillselion catalog sync)
understand-explain capabilities & compatibility
- Capabilities
- `project` {name, description, languages, frame · `nodes[]` each has {id, type, name, filepath?, · code node types: file, function, class, module, · non code node types: config, document, service, · domain/knowledge node types: domain, flow, step,
- Use cases
- documentation
What understand-explain says it does
# /understand-explain Provide a thorough, in-depth explanation of a specific code component.
Use Grep to search within the JSON for relevant entries BEFORE reading the full file 2.
npx skills add https://github.com/lum1104/understand-anything --skill understand-explainAdd your badge
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| Installs | 1.3k |
|---|---|
| repo stars | ★ 77.5k |
| Security audit | 3 / 3 scanners passed |
| Last updated | July 30, 2026 |
| Repository | lum1104/understand-anything ↗ |
How do I use understand-explain for the task described in its SKILL.md triggers?
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Who is it for?
Teams invoking understand-explain when the user request matches documented triggers and prerequisites.
Skip if: Skip when cached docs are missing, the request is a negative trigger, or another sibling skill owns the workflow.
When should I use this skill?
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
What you get
Step-by-step guidance grounded in understand-explain documentation and reference files.
- structured component explanation
Files
/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.
2. 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, andcomplexity
3. 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
4. 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.
5. 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.
6. Read the actual source file — Read the source file at the node's filePath for the deep-dive analysis.
7. Explain the component in context:
- Its role in the architecture (which layer, why it exists)
- Internal structure (functions, classes it contains — from
containsedges) - 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
Related skills
Forks & variants (1)
Understand Explain has 1 known copy in the catalog totaling 682 installs. They canonicalize to this original listing.
- egonex-ai - 682 installs
How it compares
Use understand-explain for one-component clarity; use broader architecture or graph-generation skills when mapping an entire system.
FAQ
What does understand-explain do?
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
When should I use understand-explain?
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
What are common prerequisites?
--- name: understand-explain description: Use when you need a deep-dive explanation of a specific file, function, or module in the codebase argument-hint: [file-path] --- # /understand-explain Provide a thorough, in-dept
Is Understand Explain safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.