Freelance Pipeline Automation

Automated freelance pipeline manager for AI agents. Discovers jobs on Upwork, Fiverr, LinkedIn, and niche boards, scores leads by skill match (50%) + budget (30%) + recency (20%), generates personalized proposals, and tracks the full pipeline from discovery to payment. Commands: - freelance_pipeline.py add "Title" "$500" "python,api" Add new lead - freelance_pipeline.py score "Title" "$500" "python" Score without adding - freelance_pipeline.py digest Morning lead digest - freelance_pipeline.py status 3 proposal_sent Update lead status - freelance_pipeline.py list Show all leads JSON-based pipeline tracker with status states: new, qualified, proposal_sent, negotiating, accepted, paid, rejected. Python 3.8+, zero deps. Scoring thresholds: leads scoring 70+ are qualified for digest. Proposal generation includes matched skills analysis, budget assessment, and custom approach sections. Works with or without browser automation for gated sites.

End-to-end freelance client discovery and proposal system for AI agents and independent professionals.

Lead Scoring Algorithm

Leads are scored 0-100 based on:

• Skill Match (50 pts max) - How well job requirements match your skills
• Budget Quality (30 pts max) - Higher budgets score higher
• Recency (20 pts max) - Newer postings get priority

Leads scoring 70+ appear in the morning digest.

Commands

bash

# Add a new lead manually
python scripts/freelance_pipeline.py add "Python Bot Development" "$500-1000" "python,bot,automation"

# Score a lead without adding to pipeline
python scripts/freelance_pipeline.py score "Web Scraper" "$200" "python,scraping"

# Get morning digest of qualified leads
python scripts/freelance_pipeline.py digest

# Update lead status through lifecycle
python scripts/freelance_pipeline.py status 3 proposal_sent
python scripts/freelance_pipeline.py status 3 accepted
python scripts/freelance_pipeline.py status 3 paid

# List all leads
python scripts/freelance_pipeline.py list

Pipeline Status Flow

text

new -> qualified -> proposal_sent -> negotiating -> accepted -> paid
                   \                                    \
                    -> rejected                          -> rejected

Configuration

Set custom profile and pipeline file locations:

bash

export FREELANCE_PROFILE="/path/to/profile.json"
export FREELANCE_PIPELINE="/path/to/pipeline.json"

Proposal Generation

The script generates proposals with:

• Client and job specifics from input
• Matched vs unmatched skills analysis
• Custom approach section
• Pricing based on your hourly rate in profile
• Timeline estimates