Turn raw, unfiltered venting — in Hindi, English, or a mix of both — into polished, strategically-toned professional messages.
Jargonator is a private utility that takes what you actually want to say and rewrites it into something you can safely send: diplomatic when you need to be careful, firm when you need an answer, executive when you need it to just get done.
1. Unlock with your access key
Jargonator is a private, single-user tool gated behind a shared secret key. Enter it once — it's checked against the backend and stored locally so you won't need to re-enter it on future visits.
2. Write, configure, transform
- What I actually think — dump your raw, unfiltered message exactly as it comes to you
- Tone — Diplomatic, Firm, Assertive, or Executive
- Relationship — Peer, Senior, Client, or Junior — controls formality and how much pressure is appropriate
- Context (optional) — e.g. "3rd follow-up on this" — helps the model justify pressure honestly instead of inventing a reason
- What I should send — the rewritten, ready-to-copy result appears on the right
- 🎭 Tone-aware rewriting — four distinct communication registers, not just "make it nicer"
- 🤝 Relationship-aware framing — same message reads differently to a client vs. a peer, and Jargonator adjusts accordingly
- 🌐 Native Hindi/English code-switch support — no pre-translation step; raw mixed-language input goes straight to the model
- 🔒 Private by design — single shared-secret access key, no accounts, no tracking
- ⚡ Edge-deployed — runs on Cloudflare Workers with Workers AI, no cold starts, no servers to manage
- 🚦 Rate limited — 5 requests/minute per client, enforced at the edge via KV
| Layer | Technology |
|---|---|
| Backend framework | Hono |
| Runtime | Cloudflare Workers |
| Inference | Cloudflare Workers AI (@cf/google/gemma-4-26b-a4b-it-external) |
| Rate limiting | Cloudflare KV (fixed-window counter) |
| Frontend | React |
Health/auth check. Returns 200 if the supplied key is valid, 401 otherwise. Used by the frontend to validate a key before storing it.
curl https://jargonator.devxoshakya.workers.dev/ \
-H "X-Jargonator-Key: your-key"Transforms a raw message into a polished one.
curl -X POST https://jargonator.devxoshakya.workers.dev/api/jargonate \
-H "Content-Type: application/json" \
-H "X-Jargonator-Key: your-key" \
-d '{
"raw": "bhai seriously 3 baar bol chuka hu, ab bardaash nahi hota",
"tone": "firm",
"relationship": "peer",
"context": "3rd follow-up on the same request"
}'Request body
| Field | Type | Required | Values |
|---|---|---|---|
raw |
string |
✅ | Your raw message (max 2000 chars) |
tone |
string |
✅ | diplomatic | firm | assertive | executive |
relationship |
string |
✅ | peer | senior | client | junior |
context |
string |
❌ | Extra situational context (max 500 chars) |
Response
{ "jargon": "Hi Rahul, following up on this once more..." }| Status | Meaning |
|---|---|
200 |
Success |
400 |
Invalid or missing fields |
401 |
Missing/invalid X-Jargonator-Key |
429 |
Rate limit exceeded (5/min) |
502 |
Model generation or parsing failure |
npm install
# .dev.vars (gitignored) — required for local secret access
echo 'JARGONATOR_KEY=your-local-test-key' > .dev.vars
npm run dev -- --remote # Workers AI requires --remote, local sim won't workwrangler kv:namespace create RATE_LIMIT # paste the returned id into wrangler.toml
wrangler secret put JARGONATOR_KEY
npm run deployEach call costs roughly ~5 Neurons (Cloudflare's compute unit) at typical prompt lengths. The Workers Free plan includes 10,000 Neurons/day, which comfortably covers personal use well before the built-in 5/min rate limiter becomes the binding constraint.
Jargonator is a personal productivity tool for reframing your own words before you send them — not a way to misrepresent facts or manufacture false urgency. Use it to communicate more clearly under pressure, not to manipulate people in bad faith.