Analyze feature requirements, dependencies, and security considerations. Use when starting feature implementation from GitHub issues to understand scope, technical feasibility, and risks.
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This skill provides systematic analysis of feature requirements from GitHub issues, evaluating technical feasibility, dependencies, security implications, and implementation scope.
From GitHub Issue:
Deliverable: Structured requirements list with priorities
Assess Technology Fit:
Tools to Use:
scripts/analyze_deps.py for dependency analysisDeliverable: Technology recommendations with rationale
Identify Dependencies:
Check for Conflicts:
# Use the analyze_deps script
python scripts/analyze_deps.py --feature <feature-name>
Deliverable: Dependency map with conflict analysis
Review Security Implications:
Use Checklist:
Refer to security-checklist.md for systematic review
Deliverable: Security risk assessment and mitigation plan
Define Boundaries:
Estimate Complexity:
Deliverable: Scope statement with effort estimate
Create an analysis report with:
# Feature Analysis: [Feature Name]
## Requirements Summary
- [ ] Requirement 1
- [ ] Requirement 2
...
## Technical Approach
**Recommended Stack:** Python 3.9+, pytest, pydantic
**Key Libraries:** [list]
**Architecture Pattern:** [pattern]
## Dependencies
**External:**
- package-name==version (reason)
**Internal:**
- module.submodule (reason)
## Security Considerations
**Risk Level:** Low/Medium/High
**Key Concerns:**
- [concern 1]: [mitigation]
## Scope
**In Scope:**
- [feature 1]
**Out of Scope:**
- [deferred item]
**Effort Estimate:** [hours/days]
## Recommendations
1. [Recommendation 1]
2. [Recommendation 2]
Requirements Analysis:
Technical Evaluation:
Security First:
Scope Management:
# 1. Fetch issue details
Use mcp__github-mcp__get_issue to retrieve issue #<number>
# 2. Review requirements
Work through requirements-checklist.md systematically
# 3. Analyze dependencies
python scripts/analyze_deps.py --feature feature-name
# 4. Security review
Complete security-checklist.md
# 5. Generate analysis report
Create report in docs/implementation/feature-name-analysis.md
Input: GitHub issue number Process: Systematic analysis using checklists and scripts Output: Analysis report + recommendations Next Step: Design skill for architecture planning
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