Example Session: Software Development

Profile: software-dev Scenario: Build a REST API endpoint with tests Duration: ~2 hours

---

Session Flow

1. Research Phase (20 min)

User: /research "REST API authentication patterns"

Skills loaded: research, languages

Actions:

• Explore existing auth patterns in codebase
• Find similar implementations
• Document constraints and requirements

Output: Research bundle with recommended approach

---

2. Planning Phase (15 min)

User: /plan "implement JWT auth endpoint"

Skills loaded: development, validation

Actions:

• Design API endpoint structure
• Define request/response schemas
• Plan middleware integration
• Specify file locations with line numbers

Output: Implementation plan with file:line specs

---

3. Implementation Phase (60 min)

User: /implement

Skills loaded: languages, development

Actions:

• Create auth middleware
• Implement JWT token generation
• Add route handlers
• Write error handling

Skills used:

1. languages - Python patterns
2. development - API architecture
3. validation - Tracer bullet deployment

---

4. Quality Phase (20 min)

User: Run code review and generate tests

Skills loaded: code-quality

Actions:

• Review implementation for security
• Check for edge cases
• Generate unit tests
• Generate integration tests

Output: Review feedback + test files

---

5. Commit Phase (5 min)

User: Commit these changes

Actions:

• Stage files
• Create semantic commit message
• Push to branch

---

Skills Used Summary

Skill	When	Purpose
research	Research	Understand existing patterns
languages	Plan, Implement	Python code patterns
development	Plan, Implement	API architecture
validation	Plan	Tracer bullet validation
code-quality	Quality	Review and testing

---

Session Outcome

• ✅ JWT auth endpoint implemented
• ✅ Middleware integrated
• ✅ Tests passing
• ✅ Code reviewed
• ✅ Committed with semantic message

Time: ~2 hours