OPEN SOURCE · MIT LICENSE · v1.0

AI for gig workers. Not against them.

Companies use AI to filter gig workers.
This gives gig workers AI to choose their gigs.

View on GitHub Quick start

gigops — bash — 120×40

~ $ gigops evaluate https://airtasker.com/tasks/react-dashboard-12345

→ Fetching gig details...

→ Running 6-dimension evaluation...

→ Analysing client history...

┌── React Dashboard for SaaS Startup ──────────────────┐

│

│ Grade: A Score: 4.7 / 5.0

│

│ Strong match: React + Tailwind + API integration.

│ Budget aligns with your $120/hr target rate.

│

│ ✓ Pros:

│ • All 5 skills match your profile

│ • Client: 4.9★ · 47 reviews · payment verified

│ • Only 2 proposals — low competition

│ • Portfolio-worthy: SaaS + open to case study

│

│ Recommendation: ✅ Apply

│

└──────────────────────────────────────────────────────┘

~ $ gigops propose https://airtasker.com/tasks/react-dashboard-12345

features

Six skills.
One command center.

Every tool you need to stop wasting time on bad gigs and win the ones that matter.

$ gigops evaluate <url>

🎯 Evaluate

AI scores any gig URL across 6 weighted dimensions. Gets a letter grade A–F and a clear recommendation — apply, consider, or skip — in under 30 seconds.

$ gigops propose <url>

📝 Propose

Generate a tailored, ready-to-paste proposal. Opens with something specific about their project — never "I saw your posting." Under 300 words, tied to your real proof points.

$ gigops scan --platform airtasker

🔍 Scan

Configure saved searches per platform. GigOps crawls Airtasker and Freelancer, filters by your criteria, and queues matches for evaluation automatically.

$ gigops rate-check "React Dev"

💰 Rate Check

Market rate intelligence for any skill, location, and experience combo. Know your worth before you bid. Never leave money on the table again.

$ gigops client-intel <url>

🕵️ Client Intel

Scrape and analyse client profiles. Flags red flags: low ratings, unverified payments, scope creep patterns. Know exactly who you're dealing with before you apply.

$ gigops pipeline list

📊 Pipeline

Track everything in a single JSONL file — discovery → proposal → won/lost. With integrity checks, deduplication, and a terminal dashboard built in Go.

getting started

Up and running
in 3 steps.

No account needed. No subscriptions. Just clone, configure, and go.

STEP 01 // INSTALL

Clone & install

$ git clone https://github.com/
mygigsters/gigops.git

$ cd gigops && npm install

$ npm run build

Node.js 18+ required. Build first — the compiled JS is faster and uses less memory than ts-node.

STEP 02 // CONFIGURE

Set up your profile

$ cp .env.example .env

# Add ANTHROPIC_API_KEY

$ cp config/profile.example.yml \

config/profile.yml

# Add your skills + rates

Your profile is how GigOps knows who you are — skills, target rates, and proof points for proposals.

STEP 03 // EVALUATE

Evaluate a gig

$ node dist/index.js evaluate \

https://airtasker.com/tasks/...

Grade: A Score: 4.7/5

✅ Apply

Paste any gig URL. Get a grade, a breakdown, and a clear recommendation in seconds.

scoring engine

6 dimensions.
No guessing.

Every gig evaluated across six weighted criteria. GigOps only recommends applying to B+ (≥3.5). Life's too short for long shots.

Skill Match

25%

Rate Fit

20%

Client Quality

20%

Effort / Scope

15%

Growth Value

10%

Win Probability

10%

4.5 – 5.0

✅ Apply immediately

3.5 – 4.5

✅ Apply — solid fit

2.5 – 3.5

🤔 Consider carefully

1.5 – 2.5

⚠️ Weak fit — skip

< 1.5

❌ Hard pass

supported platforms

Where the gigs are.

Full support for Airtasker and Freelancer. Upwork is blocked by Cloudflare — workarounds documented in the README.

Airtasker

✓ Evaluate

✓ Propose

✓ Scan

✓ Client Intel

Freelancer

✓ Evaluate

✓ Propose

✓ Scan

✓ Client Intel

Upwork

⚠ Evaluate (CF blocked)

⚠ Propose (CF blocked)

⚠ Scan (use RSS)

⚠ Client Intel (CF blocked)

Any URL

✓ Evaluate

✓ Propose

— Scan

— Client Intel

AI for gig workers. Not against them.

Six skills.One command center.

Up and runningin 3 steps.

6 dimensions.No guessing.

Where the gigs are.

Stop applying blind.Start winning smart.

Six skills.
One command center.

Up and running
in 3 steps.

6 dimensions.
No guessing.

Stop applying blind.
Start winning smart.