Systems Decompose
- 9 installs
- 11 repo stars
- Updated March 4, 2026
- sunnypatneedi/claude-starter-kit
Helps with ai & agent building tasks.
About
systems-decompose is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.
- systems-decompose
- AI & Agent Building
- AI-coding skill
Systems Decompose by the numbers
- 9 all-time installs (skills.sh)
- Ranked #12,152 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 9 |
|---|---|
| repo stars | ★ 11 |
| Last updated | March 4, 2026 |
| Repository | sunnypatneedi/claude-starter-kit ↗ |
What it does
Helps with ai & agent building tasks.
Files
Systems Decomposition
Before implementing, let's properly decompose this feature:
Context
1. What are we building? Describe the feature. 2. Who triggers it? User action, system event, scheduled? 3. What should happen? The happy path outcome.
Data Flow Mapping
Map the complete flow:
[Trigger] → [Input] → [Validation] → [Business Logic] → [Side Effects] → [Output]For each step:
- What data comes in?
- What transformation happens?
- What data goes out?
- What can go wrong?
Interface Contracts
Define explicit interfaces:
Input Schema
- What fields are required?
- What are the types and constraints?
- Validation rules?
Output Schema
- Success response format?
- Error response format?
- All possible error types?
Error Enumeration
List ALL possible errors:
- Validation errors
- Not found errors
- Authorization errors
- External service errors
- System errors
Boundaries
Clarify ownership:
- What does this component OWN?
- What does it NOT own?
- What are the integration points?
Dependencies
For each external dependency:
- What is it?
- Sync or async?
- What if it fails?
- How do we recover?
This decomposition will guide implementation.
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