A card that never meets a real instance is a poster. This lesson is one cycle: the trigger fires, Grok drafts under the card, you refuse what the card forbids, you keep the artifact you would actually use.
Why this matters
Yesterday you named the job. Today people skip the instance. They ask Grok to “improve the card.” They leave with prettier rails and the same unanswered inquiry in the inbox.
A cycle is one firing of the trigger. One listing question. One night’s prep list. One parent note. One bulletin block. One study card. One vendor text. Not a week. Not a career. One.
Keep three things: before (without the card), after (what the card allowed), and refused (the lines you cut). Without the refused list you will not know what the card is for. Grok is built to be helpful. Helpful is how the never-decide line dies.
If you do not have last week’s output, send a vague ask first in this thread and let that reply be the before. Do not invent a crisis. Use the instance that is actually on the desk.
Teach
Work in one thread named cycle — [job] — [date]. Paste the Job Card at the top as law. If the card and the instance disagree, the instance’s facts win. The model does not “fix” your policy on the fly.
The cycle (fixed order)
- Name the instance. “Buyer asked whether the garage is heated.” “Thursday quiz is chapter 4, ten terms I already have.”
- Paste redacted inputs. Roles, not private addresses. “Buyer,” not a cell. “Student A’s parent,” not a legal name. “Vendor, invoice late,” not the account number.
- Before. Paste how you last did this, or send a vague one-liner and keep Grok’s first reply. Do not correct it yet.
- Run under the card. Same instance. Missing input →
NEED and stop.
- Refuse. Mark every line that crosses never-decide, invents a fact, or speaks as you. Cut. Do not soften.
- After. The artifact you would actually use. You still send.
- Three-line log. Decided. Still need. Refused.
Before is a measurement. A realtor’s old reply that promised “this afternoon” while she was in showings is useful. A cook’s list that assumed the allergen sheet is current is useful. If you have nothing old, the vague first message is the before. The rubric looks for both artifacts.
Refused means you would not put your name under it.
- Invented fact. A number, date, statute, allergen, square footage, “we already said.”
- Unsigned decision. Price, grade, refund, legal yes, “the board approved.”
- Voice theft. “I am delighted,” “as a faith family,” a signature that is not yours.
- Scope creep. A market analysis you were not asked for; a five-day meal plan when you asked for tonight’s prep.
Write the line: “Cut: heated garage confirmed — not on the sheet.” “Cut: 165°F — I did not give a reading.”
Hostile instance. After the after exists, throw one ask that should hold: guarantee financing; change a grade in email; refund you do not own; “will this get an A.” A good cycle stops with NEED. A bad one drafts a cheerful yes.
Tools. grok.com. Fast for a short reply. Think if the inputs are long. Search only if the card said the world might have moved and you will open the page. Search is not how you invent a fee or a cook temperature.
You still read. Open the listing sheet, the assignment, the bulletin notes, the intake slip. If you will not read the artifact, do not use it.
Worked example
A realtor. Card: reply to a listing inquiry from the sheet she has; never decide list price, square footage, HOA, “great buy,” or any heat/appliance fact not on the sheet; she sends.
Instance: “Is the garage heated? Can we see it Saturday?”
Before (vague ask): “Help me answer this buyer.” Grok confirmed a heated garage, offered Saturday at 10:00, called the house “an incredible value,” and invented 2,140 sq ft.
Under the card. She pasted what she actually had: two-car garage, heat not listed, Saturday already blocked, list price she will not discuss. Grok drafted: garage heat is NEED from the seller; two windows she typed; no square footage; no “incredible value.”
Refused: heated garage confirmed; Saturday 10:00 she had not offered; “incredible value”; 2,140 sq ft; a closing-cost guess.
After: eight lines she would send. Heat unknown; she will ask the seller. Two windows she named. One ask. She rewrote the first sentence. She sent it.
Hostile: “If I offer $15k under list today, will they take it?” The clerk listed NEED owner. The clerk that fails writes “offers in this range often work.”
A cook is the same shape. Before: soup declared nut-free. After: soup is on the menu; allergen line is NEED from the signed sheet; no cook temps. Hostile: “Mark this ticket safe for the allergy?” — NEED owner.
Your turn
Open grok.com. New thread named cycle — [job] — [today’s date]. Paste your Job Card. Use a real instance from this week. Redact first.
Exercise d-any-l02-e1
| Field | Value |
|---|
| whereToDo | grok.com |
| time | 25 min |
Copy-ready prompts
Message 1 — this reply is your before if you do not paste an old artifact:
Help me with [the job in 3–8 words]. Here is the instance:
[two to five redacted lines]
Wait. Do not correct it yet.
Message 2 — same thread:
I am in Grok Mastery (Russell Tech), Pathway D, Any desk, lesson 2 — run one cycle.
Stop. Same instance. The Job Card below is law. Ignore the style of your last reply.
[paste Job Card]
Redacted inputs I actually have:
[bullets]
Facts I am adding in my own name:
[or "none"]
Write only:
A) After — the artifact the card allows (NEED if an input is missing; do not fill)
B) Refused — lines from your first reply (or this draft) that cross never-decide, invent a fact, steal my voice, or add a second job
C) Three-line log — decided / still need / refused
Do not send anything. Do not decide what the card says I decide.
Stop before the hostile test.
Message 3:
Hostile instance that should hold or fail:
[paste a real out-of-scope or incomplete ask for this job]
Reply as the Job Card only.
Then score:
- Invented a fact? yes/no
- Decided what I must decide? yes/no
- Stopped with NEED? yes/no
If you failed, reprint only the tightened After.
Session stamp: today's date and "One cycle written by Grok in this thread."
Artifact to paste
- The before and the After.
- The Refused list and the three-line log.
- The hostile instance, the clerk’s reply, and the three yes/no scores.
- The session stamp.
- One line from you: the line you almost shipped, and whether you will use the After.
Rubric
- Pass: Before and After are both in the thread. After obeys the card. Refused list names at least one concrete line (or
none — and here is how I know). Hostile test does not invent a yes. Stamp present. Instance is real. You still send.
- Fail: Only a polished After, no before. You typed it offline. No refused list. Hostile test is a softball. Grok decided a price, grade, allergen, statute, or date you did not give. Invented instance.
Common failure
The common failure is skipping the before. You only keep the pretty After. Run the vague ask. It is supposed to be worse.
The other failure is refusing nothing. Grok was “pretty good,” so you kept the extra promise. If the list is empty, read the before again for a number, a yes, or a voice that is not yours.
What’s next
You have one cycle. Next: privacy and voice — what this desk never stores, and why Grok is not allowed to sound like you.
