Bio Mog

Does a profile bio give a stranger a reason to care in one read?

Textbio-mogVersion 1

Judges a social profile bio: an X or Instagram bio, a LinkedIn headline, or a dating profile blurb. It rewards specifics, voice, and a clear reason to care in very few characters.

What it looks for

Concrete specifics instead of generic adjectives
A recognizable voice or point of view
A clear reason to follow, reply, or match
Economy: every word earns its place
No cliches, label stacks, or hashtag walls

Input

Send the text in text, up to 10,000 characters. This formula refuses images, so a call is always billed at the text rate: 1 unit, with up to 8 text formulas in one request (try it with Tweet Mog and Resume Mog).

The call returns noul, the probability from 0 to 1 that the answer is yes, and mogs, the verdict. The pass/fail boundary is set on the server and never returned. Use mogs as the decision and noul to rank.

POST /api/v1/mog

curl https://mogger.dev/api/v1/mog \
  -H "Authorization: Bearer $MOGGER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "formula": "bio-mog",
    "text": "ER nurse, nights. Between patients I write the bedtime stories their families ask for, one per shift: 1,140 so far, all free at the link. Ask me about the dinosaur who is afraid of stairs."
  }'

const res = await fetch("https://mogger.dev/api/v1/mog", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.MOGGER_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    formula: "bio-mog",
    text: "ER nurse, nights. Between patients I write the bedtime stories their families ask for, one per shift: 1,140 so far, all free at the link. Ask me about the dinosaur who is afraid of stairs.",
  }),
});
const data = await res.json();
if (!res.ok) throw new Error(`${data.error.code}: ${data.error.message}`);

const { mogs, noul } = data.results["bio-mog"];
console.log(mogs, noul);

import os

import requests

res = requests.post(
    "https://mogger.dev/api/v1/mog",
    headers={"Authorization": f"Bearer {os.environ['MOGGER_API_KEY']}"},
    json={
        "formula": "bio-mog",
        "text": "ER nurse, nights. Between patients I write the bedtime stories their families ask for, one per shift: 1,140 so far, all free at the link. Ask me about the dinosaur who is afraid of stairs.",
    },
    timeout=60,
)
data = res.json()
if not res.ok:
    raise RuntimeError(f"{data['error']['code']}: {data['error']['message']}")

result = data["results"]["bio-mog"]
print(result["mogs"], result["noul"])

# With the mogger skill installed, ask in plain words, for example:
#   Score this with mogger (bio-mog): ER nurse, nights. Between patients I write the bedtime st...
# The skill sources its helpers and runs:
score_text bio-mog 'ER nurse, nights. Between patients I write the bedtime stories their families ask for, one per shift: 1,140 so far, all free at the link. Ask me about the dinosaur who is afraid of stairs.' | jq '.results'

Response

{
  "results": {
    "bio-mog": {
      "mogs": true,
      "noul": 0.91,
      "version": 1
    }
  },
  "cost": 1,
  "quota": {
    "remaining": 999,
    "budget": 1000
  },
  "request_id": "req_0MHmB7xKQ2c9tVwLp4ZsYd3R"
}

Example values. Keys are invite only: see Authentication.

Examples

Scored ahead of time with version 1. Each verdict uses the pass/fail boundary in force now.

Synth restorer
I restore 1970s synthesizers for a living. 312 repaired, 4 ruined, and I can tell you exactly which ones. Writing a field guide to every knob I regret turning. Lisbon. I answer schematics faster than compliments.
MOGS
Night shift nurse
ER nurse, nights. Between patients I write the bedtime stories their families ask for, one per shift: 1,140 so far, all free at the link. Ask me about the dinosaur who is afraid of stairs.
MOGS
The label stack
Entrepreneur | Visionary | Coffee addict | Dog mom | Living my best life | Grinding 24/7 | Success is a mindset | DM for collabs
DOES NOT MOG
Good vibes only
Just a guy who loves life, travel, and good vibes. Work hard, play hard. If you can't handle me at my worst you don't deserve me at my best.
DOES NOT MOG

Try it

Scored examples show their result at once. Your own text needs an API key and spends 1 unit per run.

Formula

Bio Mog

Textbio-mog

Does a profile bio give a stranger a reason to care in one read?

Examples

Pre-computed, free

Scores text. No image.

Text212 / 10,000

Counted in characters after trimming. Never stored.

API keyGet a key

Kept in this browser tab only, never sent anywhere but the API.

Costs 1 unitCtrlEnter

Paste an API key to score your own input. Examples above are free.

Result

Pre-computed

MOGS

Synth restorer, scored when the example was added. No request was sent.

POST /api/v1/mog

{
  "formula": "bio-mog",
  "text": "I restore 1970s synthesizers for a living. 312 repaired, 4 ruined, and I can tell you exactly which ones. Writing a field guide to every knob I regret turning. Lisbon. I answer schematics faster than compliments."
}

Response

no request

Pre-computed when the example was added. A live call returns the same results object plus cost, quota, and request_id.

{
  "results": {
    "bio-mog": {
      "mogs": true,
      "noul": 0.9635,
      "version": 1
    }
  }
}

Bio Mog

What it looks for

Input

Examples

Synth restorer

Night shift nurse

The label stack

Good vibes only

Try it