freelance-proposal

name	freelance-proposal
description	Draft personalized freelance proposals using past successful patterns, portfolio projects, and client preferences stored in memory

Proposal Drafting Skill

When to Use

• User mentions: "draft proposal", "write proposal", "apply to job", "pitch me"
• After job search when score >80
• Need to customize proposal for specific client/job

Inputs Required

1. Job Details: title, description, budget, client rating, platform
2. Portfolio Profile: skills, experience, past projects (from data/settings.json)
3. Past Successful Proposals: Retrieved from mem0 memory (optional but recommended)

Proposal Structure

1. Opening (2-3 sentences)

• Reference specific job requirement that matches portfolio
• Show immediate understanding of client's need

I've built 5+ Django applications with similar requirements, including a recent project
for a fintech startup where I implemented RESTful APIs with JWT authentication...

2. Relevant Projects (2-3 projects)

• Use format: Project Name: Brief description + outcome
• Pull from portfolio's past_projects list
• Query mem0 for similar won jobs: memory.get_similar_wins(query=job.title)

3. Addressing Missing Skills

• Be honest about gaps
• Provide timeline for learning if critical

While the job mentions Docker (which I haven't used in production), I've containerized
2 personal projects and can get up to speed within 48 hours...

4. Budget Alignment

• Reference past similar projects with budget ranges
• Show understanding of value delivered

For projects of this scope ($3k-5k), I typically deliver within 3 weeks
and include 2 weeks of post-launch support...

5. Call to Action

• Specific next step (not just "let me know")
• Professional but approachable tone

I'm available for a 15-minute call this Thursday at 2pm EST to discuss
your API requirements in detail. Would that work for you?

Quality Checklist

• Mentions 2+ specific portfolio projects
• Addresses all budget expectations
• Shows understanding of client's business need
• Includes clear next steps (CTA)
• Uses "You/Your" language (second person)
• 150-250 words (check with word count)
• Markdown formatting (headers, bold, lists)

Using Memory (mem0 Integration)

Query Past Wins

from freelance_ops.memory.client import FreelanceMemory

memory = FreelanceMemory()
similar_wins = memory.get_similar_wins(
    query=f"{job.title} {job.description[:100]}",
    min_score=70,
    top_k=3
)

Learn from Losses

# Check why similar jobs were lost
lost_jobs = memory.search(
    query=f"lost job similar to {job.title}",
    filters={"status": "lost"}
)
# Avoid repeating mistakes in proposal

Example Proposal

## Django API Development - Perfect Match for Your Project

Hi there! I've read through your job post and I'm excited about building your RESTful API
with Django Rest Framework. I recently delivered a similar project for a fintech client
where I implemented JWT authentication, PostgreSQL integration, and comprehensive
unit tests - all within a 4-week timeline.

**Relevant Projects:**
- **E-commerce API**: Built Django backend serving 10k+ daily requests with caching
- **Healthcare Portal**: Implemented HIPAA-compliant API with role-based access
- **SaaS Dashboard**: Created real-time analytics API with WebSocket support

Regarding your requirement for Docker deployment - I've containerized 3 Django
projects and can provide a production-ready Dockerfile with multi-stage builds
for optimal image size.

For a project of this scope ($4k-6k budget), I typically deliver:
✓ Fully tested API with 90%+ coverage
✓ Complete documentation (Swagger/OpenAPI)
✓ Docker deployment ready
✓ 30 days of post-launch support

I'm available for a quick 15-minute call this Wednesday at 3pm EST to discuss
your database schema requirements. Would that work for you?

Best regards,
[Your Name]

Common Mistakes to Avoid

❌ Generic templates ("I'm interested in your job...") ❌ Overemphasizing missing skills ❌ Unrealistic timelines or budgets ❌ Copy-pasting portfolio without customization ❌ Missing specific project references

Proposal Templates by Budget

Low Budget (<$1k)

• Focus on speed and efficiency
• 1-2 projects max
• Emphasize quick turnaround

Medium Budget ($1k-5k)

• 2-3 detailed projects
• Mention post-launch support
• Show value delivered

High Budget (>$5k)

• Comprehensive project breakdown
• Risk mitigation strategies
• Team vs individual decision
• Long-term partnership angle

Files Referenced

• freelance_ops/pipeline/scorer.py - Proposal drafting logic
• freelance_ops/schemas.py - PortfolioProfile schema
• data/settings.json - Portfolio data
• freelance_ops/memory/client.py - mem0 integration (optional)