ai-marketing-skills/finance-ops/references/output-template.md
Alfred Claw a96d0d8889 Initial commit: 6 AI marketing skill categories
- growth-engine: Autonomous experiment engine (Karpathy autoresearch for marketing)
- sales-pipeline: RB2B router, deal resurrector, trigger prospector, ICP learner
- content-ops: Expert panel, quality gate, editorial brain, quote miner
- outbound-engine: Cold outbound optimizer, lead pipeline, competitive monitor
- seo-ops: Content attack briefs, GSC optimizer, trend scout
- finance-ops: CFO briefing, cost estimate, scenario modeler

79 files, all sanitized - zero hardcoded credentials or internal references.
2026-03-27 20:14:52 -07:00

3.9 KiB

Output Template

Use this structure for the final estimate. Replace all [X] placeholders with calculated values.

## [Project Name] - Development Cost Estimate

Analysis Date: [Current Date]
Codebase Version: [From project status/README]

### Codebase Metrics

- Total Lines of Code: [number]
  - [Language 1]: [number] lines
  - [Language 2]: [number] lines
  - Tests: [number] lines
  - Documentation: [number] lines

- Complexity Factors:
  - Advanced frameworks: [list key ones]
  - System-level programming: [if applicable]
  - GPU programming: [if applicable]
  - Third-party integrations: [list]

### Development Time Estimate

Base Development Hours: [number] hours
- [Phase/Module 1]: [hours] hours
- [Phase/Module 2]: [hours] hours
- [Phase/Module 3]: [hours] hours

Overhead Multipliers:
- Architecture & Design: +[X]% ([hours] hours)
- Debugging & Troubleshooting: +[X]% ([hours] hours)
- Code Review & Refactoring: +[X]% ([hours] hours)
- Documentation: +[X]% ([hours] hours)
- Integration & Testing: +[X]% ([hours] hours)
- Learning Curve: +[X]% ([hours] hours)

Total Estimated Hours: [number] hours

### Realistic Calendar Time (with Organizational Overhead)

| Company Type | Efficiency | Coding Hrs/Week | Calendar Weeks | Calendar Time |
|--------------|------------|-----------------|----------------|---------------|
| Solo/Startup (lean) | 65% | 26 hrs | [X] weeks | ~[X] months |
| Growth Company | 55% | 22 hrs | [X] weeks | ~[X] years |
| Enterprise | 45% | 18 hrs | [X] weeks | ~[X] years |
| Large Bureaucracy | 35% | 14 hrs | [X] weeks | ~[X] years |

### Market Rate Research

Senior Developer Rates ([current year]):
- Low end: $[X]/hour (remote, mid-level market)
- Average: $[X]/hour (standard US market)
- High end: $[X]/hour (SF Bay Area, NYC, specialized)

Recommended Rate: $[X]/hour
*Rationale*: [Why this rate for this project's tech stack]

### Total Cost Estimate

| Scenario | Hourly Rate | Total Hours | Total Cost |
|----------|-------------|-------------|------------|
| Low-end | $[X] | [hours] | $[X,XXX] |
| Average | $[X] | [hours] | $[X,XXX] |
| High-end | $[X] | [hours] | $[X,XXX] |

Recommended Estimate (Engineering Only): $[X,XXX] - $[X,XXX]

### Full Team Cost (All Roles)

| Company Stage | Team Multiplier | Engineering Cost | Full Team Cost |
|---------------|-----------------|------------------|----------------|
| Solo/Founder | 1.0x | $[X] | $[X] |
| Lean Startup | 1.45x | $[X] | $[X] |
| Growth Company | 2.2x | $[X] | $[X] |
| Enterprise | 2.65x | $[X] | $[X] |

Role Breakdown (Growth Company Example):

| Role | Hours | Rate | Cost |
|------|-------|------|------|
| Engineering | [X] hrs | $[X]/hr | $[X] |
| Product Management | [X] hrs | $[X]/hr | $[X] |
| UX/UI Design | [X] hrs | $[X]/hr | $[X] |
| Engineering Management | [X] hrs | $[X]/hr | $[X] |
| QA/Testing | [X] hrs | $[X]/hr | $[X] |
| Project Management | [X] hrs | $[X]/hr | $[X] |
| Technical Writing | [X] hrs | $[X]/hr | $[X] |
| DevOps/Platform | [X] hrs | $[X]/hr | $[X] |
| TOTAL | [X] hrs | | $[X] |

### Grand Total Summary

| Metric | Solo | Lean Startup | Growth Co | Enterprise |
|--------|------|--------------|-----------|------------|
| Calendar Time | [X] | [X] | [X] | [X] |
| Total Human Hours | [X] | [X] | [X] | [X] |
| Total Cost | $[X] | $[X] | $[X] | $[X] |

### Assumptions

1. Rates based on US market averages ([year])
2. Full-time equivalent allocation for all roles
3. Includes complete implementation of [scope]
4. Does not include:
   - Marketing & sales
   - Legal & compliance
   - Office/equipment
   - Hosting/infrastructure
   - Ongoing maintenance post-launch

### Comparison: AI-Assisted Development

Estimated time savings with Claude Code: [X]%
Effective hourly rate with AI assistance: ~$[X]/hour equivalent productivity

Present professionally, suitable for stakeholders. Include confidence level (low/medium/high) and key assumptions. Highlight highest-complexity areas that drive cost.