majiayu000 Composable Primitives Skill
Guide design of composable agentic primitives for flexible workflow creation.
When to Use
- Designing new agentic workflows
- Customizing SDLC for specific needs
- Mapping problem classes to primitives
- Building organization-specific compositions
The Secret
"The secret of tactical agentic coding is that it's not about the software developer lifecycle at all. It's about composable agentic primitives you can use to solve any engineering problem class."
Core Primitives
| Primitive | Purpose | Input | Output |
|---|---|---|---|
| Classify | Categorize input | Issue/task | Classification |
| Plan | Create implementation spec | Issue | Plan file |
| Build | Implement the plan | Plan file | Code changes |
| Test | Validate functionality | Code changes | Pass/fail |
| Review | Validate alignment | Spec + code | Issue list |
| Patch | Fix specific issues | Issue description | Targeted fix |
| Document | Generate documentation | Code changes | Doc files |
| Ship | Deploy to production | Validated code | Deployed state |
| Branch | Create isolated context | Classification | Branch name |
| Commit | Save checkpoint | Changes | Commit hash |
Composition Workflow
Step 1: Identify Problem Class
What type of work?
- Chore (simple, low risk)
- Bug (medium complexity, clear criteria)
- Feature (complex, full SDLC)
- Hotfix (urgent, minimal process)
- Documentation (content only)
Step 2: Select Primitives
Based on problem class, choose primitives:
| Problem Class | Primitives |
|---|---|
| Chore | Classify -> Build -> Test -> Ship |
| Bug | Classify -> Plan -> Build -> Test -> Review -> Ship |
| Feature | Full SDLC |
| Hotfix | Patch -> Test -> Ship |
| Documentation | Document -> Review -> Ship |
Step 3: Order by Dependencies
Ensure correct sequencing:
- Plan before Build (Build needs plan)
- Build before Test (Test needs code)
- Test before Ship (Ship needs validation)
Step 4: Add Validation Points
Where should failures stop the pipeline?
Plan -> Build -> [Test GATE] -> Review -> [Review GATE] -> Ship
Step 5: Define Entry/Exit
- Entry: What triggers this workflow?
- Exit: What signals completion?
Standard Compositions
Full SDLC
Classify -> Plan -> Build -> Test -> Review -> Document -> Ship
ZTE (Zero-Touch)
Classify -> Plan -> Build -> Test -> Review -> Document -> Ship
| |
[GATE] [GATE]
Quick Fix
Classify -> Patch -> Test -> Ship
Review-Driven
Review -> Patch -> Test -> Ship
Custom Composition Design
Organization Factors
Consider:
- Testing requirements (mandatory E2E?)
- Review processes (who reviews?)
- Documentation standards (auto-generated?)
- Deployment pipelines (manual approval?)
- Compliance needs (audit trails?)
Example: Compliance-Heavy
Classify -> Plan -> [Compliance Review] -> Build -> Test ->
[Security Scan] -> Review -> Document -> [Approval] -> Ship
Example: Rapid Iteration
Build -> Test -> Ship (no planning for small changes)
Key Memory References
- @composable-primitives.md - Detailed primitives documentation
- @template-engineering.md - Templates as primitive definitions
- @adw-anatomy.md - ADW as composition framework
Output Format
Provide composition design:
## Workflow Composition
**Problem Class:** {type}
**Entry Trigger:** {trigger}
**Exit Criteria:** {criteria}
### Primitives Selected
1. Classify - Categorize the task
2. Plan - Create implementation spec
3. Build - Implement changes
4. Test - Validate functionality
5. Ship - Deploy to production
### Composition Flow
Classify -> Plan -> Build -> Test -> Ship | [GATE: Must pass]
### Validation Gates
- After Test: Abort if tests fail
- After Review: Optional based on confidence
### Customizations
- [Organization-specific additions]
Anti-Patterns
- Rigid SDLC thinking (must do all steps)
- Over-composition (too many primitives)
- Under-composition (missing critical steps)
- Ignoring failure paths (no gates)
- One-size-fits-all (same for all problem classes)
Version History
- v1.0.0 (2025-12-26): Initial release
Last Updated
Date: 2025-12-26 Model: claude-opus-4-5-20251101