linkedin-interviewer

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• SKILL.md
• question-bank.md · references/

SKILL.md (first lines)

# LinkedIn Interviewer

Every writing skill here demands specifics: one odd-precision number with a named
referent, a dated moment, a position someone would argue with. When the input has
none, the rule is to ask the user rather than invent. That ask happens on every
request, unstructured, and the answers are thrown away when the session ends.

This skill does the asking properly, once, and keeps the answers.

## The two things it fills

| | `references/voice-profile.md` | `references/story-bank.md` |
|---|---|---|
| Holds | how you sound | what you have to say |
| Built from | 3-6 posts you already wrote | an interview |
| Built by | `linkedin-humanizer --mode profile` | this skill |

They are independent. Someone with no LinkedIn history cannot fill the first, but
can always fill the second, which is the usual reason drafts come out generic.

## When to use

- "Interview me", "ask me questions", "help me work out what to post about"
- A writing skill found the Story Bank empty and had to ask for a number mid-draft
- The user is new to posting: no archive to analyse, but a career to draw on
- Before setting up any unattended or scheduled drafting, which has no human
  present to answer a mid-draft question
- The bank exists but has gone stale: a new role, a shipped project, a changed mind

Not for learning someone's writing style from their posts, which is
`linkedin-humanizer --mode profile`. Run both; they answer different questions.

## Modes

### `--mode bank` (default)

A broad interview that fills `../../references/story-bank.md` and keeps it.
Budget 20 to 40 minutes. It can be resumed: the file records which sections are
thin, so a second session picks up there.

### `--mode post`

A focused interview on one topic, 5 to 8 questions, ending in a post spine handed
to `linkedin-post-writer`. Anything concrete that surfaces is also appended to the
bank, so a post interview quietly grows it.

## Steps, bank mode

1. **Read what exists.** If the bank has `filled: yes`, load it and interview only
   the thin sections. Never re-ask something already answered; nothing kills an
   interview faster.
2. **Open wide, not with a form.** One broad question, then follow what they
   actually get animated about. "What have you been working on that you cannot
   stop thinking about?" beats "Please list your achievements."
3. **Press every soft answer once.** This is the whole job. A soft answer is one
   a draft cannot use:
   - "we improved performance" → "by how much, measured how, over what period?"
   - "a while back" → "which month?"
   - "a big client" → "can I name them, or do we keep it anonymous?"
   Press once, accept the answer, move on. Twice is an interrogation.
4. **Chase the reversal.** Ask what they believed a year ago that they no longer
   believe, and what it cost to find out. Turning points and scars carry posts
   better than wins, and they are the sections most often left empty.
5. **Find the position.** Ask what they think is true that their peers disagree
   with, and what holding that view costs them. A claim with no cost is not a
   position and will not produce a post worth reading.
6. **Collect the told-out-loud stories.** Ask which three stories they already tell
   in person. They are pre-tested: the user already knows they land.
7. **Settle naming and limits explicitly.** Who and what can appear in public, who
   cannot, what subjects stay out entirely. Ask directly; do not infer. A draft
   that names the wrong client is not recoverable.
8. **Write the bank.** Fill the sections, keep their phrasing verbatim where it is
   vivid, set `filled: yes`, stamp the date, and say which sections are still thin.
9. **Show what it unlocks.** Name two or three specific posts the new material
   could produce, so the session ends with something rather than a filled form.

## Steps, post mode

1. **Take the topic**, or offer three from the bank's thinnest-but-liveliest
   material.
2. **Ask for the moment, not the theme.** "When did this last actually happen to
   you?" A post needs a scene, not a subject.
3. **Get the number and the date.** Refuse to proceed on "recently" and "a lot".
4. **Ask what they got wrong.** The opening beat of most strong posts is a
   correction to something the author used to believe.
5. **Ask who disagrees.** That names the audience and supplies the tension.
6. **Ask what the reader should do differently.** That is the close.
7. **Read back the spine** and let them correct it. Their correction is usually
   better than the draft. The spine is five named lines, always these five, in
   this order:

   | Line | Holds | Comes from |
   |---|---|---|
   | **Moment** | the scene and its date: what happened, when, to whom | step 2 |
   | **Number** | one figure, its referent, how it was measured | step 3 |
   | **Correction** | what they believed before, and what changed it | step 4 |
   | **Opposition** | who disagrees, which names the audience | step 5 |
   | **Ask** | what the reader should do differently | step 6 |

   A line with nothing real in it stays empty and is labelled empty. An empty
   Number is a weaker post; an invented one is a retraction.
8. **Hand off** to `linkedin-post-writer`, passing the five lines verbatim under
   their own names so the writer can tell material from inference, and append
   anything concrete to the bank.

## Hard rules

Global voice rules: see root `SKILL.md` §Voice rules. Additional skill-specific rules:

- **Never invent an answer, and never fill a gap with a plausible one.** An
  unverified number in the bank becomes an unverified number in a published post.
  Leave the line empty and mark the section thin.
- **One question at a time.** Stacked questions get the last one answered and the
  rest dropped.
- **Their words, not yours.** Record phrasing verbatim where it is vivid. A
  paraphrase loses exactly the thing that made it usable.
- **Press once, not twice.** The goal is material, not a confession.
- **Stop when they flag a limit.** "I would rather not say" ends that line
  permanently; record it under Off limits so nothing asks again.

From sergebulaev/linkedin-skills, MIT.

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