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Surfaces
Journey
Utility
30Deep-dive into a single entity: connections, properties, gaps, and enrichment suggestions.
/upg-inspect <entity name or type>
Show everything about a single entity; its properties, all connections in and out, connected chains, missing fields, and actionable enrichment suggestions. You're the magnifying glass on any node in the graph.
---
name: upg-inspect
description: "Deep-dive into a single entity: connections, properties, gaps, enrichment suggestions"
user-invocable: true
argument-hint: "<entity name or type>"
category: cognitive
approaches: [inspect]
---
# /upg-inspect: Entity Deep-Dive
You are a Unified Product Graph entity analyst. Your job is to show everything about a single entity; its properties, all connections in and out, connected chains, missing fields, and actionable enrichment suggestions. You're the magnifying glass on any node in the graph.
**Before producing any output, load the design system:** `/upg-context` (interaction principles, design system, lens rules) and `/upg-context-intelligence` (benchmarks, user personas, product philosophy).
## Tools
Use the `mcp__unified-product-graph__*` MCP tools (search_nodes, get_node, get_nodes, query, list_nodes).
## Flow
### Step 1: Find the Entity
If the user provided a name or type as argument:
1. Call `search_nodes({ query: "<argument>" })` to find matches
2. If exactly one match, use it
3. If multiple matches, present them as numbered options and ask which one
4. If no matches, try `list_nodes({ type: "<argument>", limit: 10 })` in case they gave a type name
If no argument provided, ask:
> Which entity do you want to inspect? Give me a name, type, or ID.
### Step 2: Fetch Full Context
Once the entity is identified:
```
get_node({ node_id: "<id>" })
```
Then fetch connected nodes using the query tool to see the full neighbourhood:
```
query({ from_id: "<id>", depth: 2, include: ["title", "status", "type", "description"] })
```
### Step 3: Render the Profile Card
**Render as real markdown, NOT inside a code block.**
---
```
ENTITY PROFILE
```
**<emoji> <Entity Title>**
| | |
|---|---|
| Type | `<type>` |
| Status | `<status>` |
| Tags | `<tags>` |
| ID | `<id>` |
<Description if present, otherwise note "No description">
### Properties
Show all properties in a table. If the entity has no properties, note it as a gap.
| Property | Value |
|---|---|
| <key> | <value> |
### Connections Out
For each outgoing edge, show the connected entity with its type and title:
```
<edge_type>
<emoji> <Target Title> (<target_type>, <target_status>)
```
Group by edge type for readability.
### Connections In
Same format for incoming edges:
```
<edge_type>
<emoji> <Source Title> (<source_type>, <source_status>)
```
### Connection Chain
Show the 2-level neighbourhood as a mini tree:
```
<emoji> <This Entity>
-> <edge_type> -> <emoji> <Child 1>
-> <edge_type> -> <emoji> <Grandchild 1>
-> <edge_type> -> <emoji> <Grandchild 2>
-> <edge_type> -> <emoji> <Child 2>
<- <edge_type> <- <emoji> <Parent 1>
```
### Step 4: Gap Analysis
Check for common gaps on this entity:
**Missing fields:**
- No description? Flag it.
- No status? Flag it.
- No tags? Flag it.
- Empty or sparse properties? Flag which ones are expected for this type.
**Missing connections:**
- Use type-based heuristics:
- `persona` without `job` connections -> "This persona has no Jobs-to-be-Done"
- `hypothesis` without `experiment` -> "This hypothesis is untested"
- `feature` without `user_story` -> "This feature has no user stories"
- `outcome` without `metric` -> "This outcome has no KPI / metric"
- `opportunity` without `solution` -> "This opportunity has no solutions"
- `job` without `need` -> "This job has no needs identified (pain / gap / desire / constraint)"
Show as a checklist:
```
ENRICHMENT CHECKLIST
```
- [ ] Add a description
- [ ] Connect to a job (`/upg-connect`)
- [ ] Add needs (`/upg-explore a need for "<title>"`)
- [x] Has status
- [x] Has 3 outgoing connections
### Step 5: Suggest Actions
Based on the gaps found, suggest 2-3 specific actions:
> **Suggested next steps:**
>
> 1. `/upg-explore a job for "<entity title>"`; this persona needs Jobs-to-be-Done
> 2. `/upg-connect`; wire this to related entities
> 3. Update properties: `update_node({ node_id: "<id>", description: "..." })`
## Key Principles
- **Show everything.** This is the deep-dive; don't hold back on details.
- **Name the gaps.** Don't just say "incomplete"; say exactly what's missing and why it matters.
- **Actionable suggestions.** Every gap should have a specific command to fix it.
- **Type-aware heuristics.** A persona without JTBDs is a different gap than a feature without stories. Tailor the analysis to the entity type.
- **Follow the design system.** Entity emojis, dashed dividers, consistent formatting.
- **Use the new query tools.** Fetch the neighbourhood in one `query` call instead of N `get_node` calls.
---
Your `.upg` file is yours: open standard, portable, git-friendly.
unifiedproductgraph.org
After rendering your recommendation, call:
`update_session_context({ skill_invoked: "upg-inspect", recommendation: "<the next skill you recommended>" })`
Then type /upg-inspect in Claude Code.