explain-flow
Analyze and explain code flow in openstack-k8s-operators operators with automated parsing and visual diagrams
Skill by openstack-k8s-operators
Install
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About
Use cases: devops
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/explain-flow
What's inside
- Skill name
explain-flow- Description
- Analyze and explain code flow in openstack-k8s-operators operators with automated parsing and visual diagrams
- License
- MIT
- Instructions
- 100 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- allowed-tools: must be a space-separated string
Files (1)
- SKILL.md
SKILL.md (first lines)
# Explain Code Flow
This skill provides comprehensive code flow analysis for openstack-k8s-operators operators using automated parsing and visual representation.
## Automated Analysis
When explaining code flow, I will:
1. **Parse Operator Structure**: Automatically discover controllers, reconcilers, and webhooks
2. **Extract Flow Patterns**: Identify reconciliation loops, error handling, and state transitions
3. **Generate Diagrams**: Create visual representations of the code flow
4. **Document Decision Trees**: Map conditional logic and branching paths
5. **Trace Resource Lifecycle**: Show how CRDs move through different states
## Code Analysis Features
The skill analyzes:
- **Controllers**: Reconcile functions and SetupWithManager
- **Flow Steps**: Resource operations (Get, Create, Update, Delete)
- **Error Handling**: Error patterns and retry logic
- **Return Paths**: Different reconciliation outcomes
- **Custom Resources**: CRD definitions and schemas
- **Webhooks**: Validation and defaulting logic
- **Main Function**: Operator initialization and setup
## Analysis Types
### 1. **Reconciler Flow Analysis**
```bash
# Focus on reconcile functions
grep -r "func.*Reconcile" --include="*.go" .
```
### 2. **Resource Lifecycle Mapping**
- Resource creation and initialization
- Status condition updates
- Finalizer processing
- Deletion and cleanup
### 3. **Decision Tree Visualization**
- Conditional logic flow
- Error path handling
- Requeue strategies
- State transitions
### 4. **Interaction Patterns**
- Controller to controller communication
- Webhook integration points
- External API calls
- Event generation
## Visual Output
I will generate:
1. **Flow Diagrams**: Step-by-step execution flow
2. **State Charts**: Resource lifecycle states
3. **Sequence Diagrams**: Inter-component interactions
4. **Call Graphs**: Function relationship maps
5. **Error Flow Charts**: Exception handling paths
## Common Patterns Identified
### Controller Patterns
- `func (r *Reconciler) Reconcile(ctx context.Context, req ctrl.Request)`
- `client.Get()`, `client.Create()`, `client.Update()`, `client.Delete()`
- `ctrl.Result{RequeueAfter: time.Duration}`
- Status condition management
### Error Handling Patterns
- `if err != nil` blocks
- `return ctrl.Result{}, err`
- Requeue strategies
- Log error patterns
### Resource Patterns
- Finalizer addition/removal
- Owner reference management
- Condition status updates
- Resource validation
## Usage
Invoke `/explain-flow` with:
1. **File/Directory Path**: Target operator code to analyze
2. **Specific Function**: Focus on particular reconciler
3. **Flow Type**: Choose analysis depth (overview, detailed, patterns)
The skill will automatically parse the code, extract flow patterns, and provide visual representations with actionable insights.From openstack-k8s-operators/devskills, MIT.
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Signals
- Stars
- 9
- Forks
- 23
- Open issues
- 0
- Last commit (this folder)
- May 4, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
explain-flow skill. Agent Mart. https://agentmart.dev/skills/openstack-k8s-operators-explain-flow (last updated 2026-10-24)