interviewer
Skill0 starsChanged 59 days agoMITView on GitHub
Use when the user wants to build or add to their Story Bank of real career material (roles, receipts with real numbers, turning points, scars, positions they'd defend, told-out-loud stories), wants a guided interview to extract that material, has never posted before and has no archive for other skills to learn voice/facts from, or explicitly invokes /interviewer. Runs a full onboarding interview that populates Content-Learnings/story-bank.md from scratch (or resumes it, skipping already-filled sections), or — given a topic argument — a focused single-topic interview that turns one idea into a reusable Post Spine entry, handed off to /write-draft. Never invents an answer on the user's behalf; only records what they actually say, preserving vivid phrasing verbatim rather than paraphrasing it away.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- MohamedRamadanSalah/ai-technical-interviewertheir own version, first seen Nov 15, 2026
- hussainweb/skillstheir own version, first seen Sep 18, 2026
- MrCipherSmith/goodai-basetheir own version, first seen Jun 12, 2026
- kevinaimonster/skill-hubtheir own version, first seen Mar 18, 2026
- emersonmccuin-pixel/claude-code-starter-kittheir own version, first seen Feb 20, 2026
- consistentJake/Claude-Code-As-Teachertheir own version, first seen Jan 19, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- consistentJake/Claude-Code-As-Teacher★ 84same name
- kevinaimonster/skill-hub★ 4same name
- emersonmccuin-pixel/claude-code-starter-kit★ 2same name
- hussainweb/skills★ 2same name
- MohamedRamadanSalah/ai-technical-interviewer★ 0same name
- MrCipherSmith/goodai-base★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository38 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- audit-draftSkill
- check-plagiarismSkill
- critique-draftSkill
- critique-draft-substack-articleSkill
- critique-draft-substack-noteSkill
- critique-draft-xSkill
- draft-commentSkill
- draft-replySkill
- extract-hookSkill
- generate-ideasSkill
- generate-visualSkill
- generate-visual-substack-articleSkill
- generate-weekSkill
- generate-week-substackSkill
- generate-week-xSkill
- humanize-draftSkill
- monitor-engagementSkill
- optimize-profileSkill
- plan-advocacySkill
- plan-weekSkill
- plan-week-substack-articleSkill
- plan-week-substack-noteSkill
- plan-week-xSkill
- publish-substackSkill
- pull-analyticsSkill
- pull-analytics-xSkill
- repurpose-postSkill
- research-topicSkill
- review-draftsSkill
- schedule-approvedSkill
- schedule-approved-xSkill
- update-playbookSkill
- write-draftSkill
- write-draft-substack-articleSkill
- write-draft-substack-noteSkill
- write-draft-xSkill
The file
We split this skill into the rules it gives an agent
11 rules. 0 are common, 7 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 35
Check if Content-Learnings/story-bank.md exists.
- Distinctive: line 36
If yes: read it in full. For each of the six category sections (Roles, Receipts, Turning Points, Scars, Defensible Positions, Told-Out-Loud …
- Very specific: line 42
If no: create it from _Templates/Story-Bank-Note.md, with id: story-bank, type: story-bank, version: 1, last_updated: today's date.
- Distinctive: line 63
After each answer, reflect it back briefly in your own words to confirm you captured it correctly.
- Distinctive: line 71
When the user's own phrasing is specific or memorable, store it verbatim in the row (in quotes if useful) rather than smoothing it into …
- Very specific: line 86
Update last_updated to today's date.
- Very specific: line 117
Add one new row under ## Post Spines in Content-Learnings/story-bank.md — never a separate scratch file.
- Distinctive: line 141
Never invent, round, estimate, or "smooth over" a number, story detail, or quote.
- Distinctive: line 144
Never overwrite or delete an existing entry silently.
- Distinctive: line 147
Never fabricate a "position" the user didn't actually state as their own view.
- Distinctive: line 151
Never mark an interview "complete" if a category got zero real answers — report the gap plainly instead of padding it with generic …
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Interviewer (Story Bank — Phase 15)
Interviews the user directly and keeps the answers in a single living doc,
Content-Learnings/story-bank.md — roles, receipts with real numbers,
turning points, scars, positions they'd defend, and told-out-loud stories —
so other content-generation skills (/write-draft, /plan-week,
/generate-week, and any future repurposing skill) can pull a real specific
instead of prompting the user mid-draft. This is the only skill that works
for a user with no post archive yet, since it draws on career history
directly, not prior content.
This skill never drafts, critiques, schedules, or publishes anything — it only produces or updates the Story Bank.
Schema adapted (not copied verbatim) from the MIT-licensed
sergebulaev/linkedin-skills project's linkedin-interviewer skill, with
local modifications for this repo's living-doc conventions (single
versioned file, id-keyed tables, cross-referenced Post Spines) rather than
that project's own file layout.
Arguments
- topic (optional) — if given, run Mode B (focused single-topic interview → Post Spine). If omitted, run Mode A (full/onboarding interview, default).
Process — Mode A (full/onboarding, default)
1. Load or initialize the Story Bank
Check if Content-Learnings/story-bank.md exists.
- If yes: read it in full. For each of the six category sections (Roles, Receipts, Turning Points, Scars, Defensible Positions, Told-Out-Loud Stories), count real (non-placeholder) rows and judge it thin (0-1 real rows) or filled. Tell the user what's already there — section by section, with counts — before asking anything. Never re-ask a question whose answer is already recorded.
- If no: create it from
_Templates/Story-Bank-Note.md, withid: story-bank,type: story-bank,version: 1,last_updated:today's date.
2. Run structured question rounds, one category at a time
Conversational, not a form dump — react to what the user says before moving on. Fixed order:
- Roles — what you've actually done: titles, scope, time periods.
- Receipts — real numbers you can defend. Press for the actual number with a named referent (what/when/cost/scale) — never accept "a lot," "significantly," or "a huge improvement" as a final answer.
- Turning Points — beliefs you abandoned, and what it cost you.
- Scars — hard lessons from a reversal or failure.
- Defensible Positions — contrarian views your peers would dispute, and their cost to hold.
- Told-Out-Loud Stories — 3 narratives you already tell people verbally (pre-tested by real reactions, not written for the first time here).
3. Reflect and follow up, once, per answer
After each answer, reflect it back briefly in your own words to confirm you captured it correctly. If the answer is vague (no concrete number, no named example, no specific stakes), ask exactly one follow-up for specificity — then move on regardless of whether it lands. Never loop indefinitely on a single question; a thin answer, honestly recorded as thin, beats stalling the interview.
4. Preserve vivid phrasing verbatim
When the user's own phrasing is specific or memorable, store it verbatim in the row (in quotes if useful) rather than smoothing it into generic prose. The system's other skills lose exactly this texture if it gets paraphrased away here.
5. Write or update the Story Bank
- New file: start from
_Templates/Story-Bank-Note.md, remove nothing, fill in real rows as answers come in. - Existing file: append new rows only. Never silently overwrite or delete an existing row — a correction to a previously recorded answer is an explicit, user-requested edit, logged as such (note in the row or a trailing note what changed and why), not an automatic rewrite.
- Row
idformat:<category-prefix>-YYYY-MM-DD--kebab-slug(e.g.receipt-2026-09-16--cut-onboarding-time), matching the vault's existingYYYY-MM-DD--kebab-slugid convention. - Update
last_updatedto today's date.
6. Report back
See "Report back" below.
Process — Mode B (focused, /interviewer <topic>)
1. Ask 4-6 targeted questions, specific to that topic only
- The concrete story or example (not a generality).
- The number, if any (same never-accept-"a lot" discipline as Mode A).
- The tension or contrarian angle — what would most people in this space say, and why does the user disagree or see it differently?
- Why this matters now (what makes it worth posting today, not evergreen filler).
- 1-2 more as needed to fill gaps specific to the topic raised.
2. Assemble a Post Spine
A Post Spine is a compact, reusable handoff packet, not prose:
- hook_angle — the sharpest one-line framing of the idea.
- story_beat — the concrete narrative arc in a sentence or two.
- receipt_id / position_id — cross-reference an existing Roles/
Receipts/Turning Points/Scars/Defensible Positions row by its
idif this topic genuinely matches one already recorded; otherwise record the specific/position inline in the spine row itself rather than inventing a fake cross-reference. - position — the view being defended (only if the user actually stated it as their own opinion — see Hard rules).
- suggested close — a plausible ending beat (question, call-back, or statement) for whoever drafts the post.
3. Append the spine to the same file
Add one new row under ## Post Spines in Content-Learnings/story-bank.md
— never a separate scratch file. Row id format:
spine-YYYY-MM-DD--kebab-slug.
4. Report back
See "Report back" below.
Report back
Mode A: entry counts per section (e.g. "Roles: 2, Receipts: 0, Turning Points: 1, Scars: 1, Defensible Positions: 0, Told-Out-Loud Stories: 3"). Explicitly flag any section left thin or empty — don't bury it — e.g. "0 receipts recorded — other skills will have nothing to cite for numbers until you add some." Never describe the interview as "complete" if any category got zero real answers; name the gap plainly instead.
Mode B: show the full assembled Post Spine (all fields) and its id.
Tell the user it's ready to hand to /write-draft --spine <spine_id> —
and note explicitly that this --spine argument doesn't exist in
/write-draft yet; wiring it in is a separate, not-yet-built change to
that skill, not part of this one.
Hard rules
- Never invent, round, estimate, or "smooth over" a number, story detail, or quote. Record only what was actually said — ask a follow-up instead of filling in a plausible-sounding value.
- Never overwrite or delete an existing entry silently. Corrections are explicit, user-requested, logged edits — never an automatic rewrite of a prior row.
- Never fabricate a "position" the user didn't actually state as their own view. Distinguish stated opinion from stated fact — same discipline as REQUIREMENTS.md §21 (never blend a subjective take into the record as if it were a settled claim).
- Never mark an interview "complete" if a category got zero real answers — report the gap plainly instead of padding it with generic placeholder content.
- This skill never drafts, critiques, schedules, or publishes anything — it only produces or updates the Story Bank.
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Your trail
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Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

