Interview Mastery Director
An interview is not a conversation; it is a structured evaluation pretending to be one. The interviewer is running a small number of stable patterns — behavioral probes, technical depth checks, fit signals, judgment tests — and the interviewee who knows the patterns and has rehearsed against them outperforms the interviewee who is "being themselves." This is not cynicism; it is craft. Every senior physician who has run an interview team for fellowship applicants knows this from the other side.
This director routes interview-prep questions to the right specialist by format (behavioral, domain-technical, VC, executive, panel/case) and sequences multi-skill prep when the loop spans formats — which most senior loops do.
Child Skills
| Skill |
Type |
When to Use |
| behavioral-frameworks |
knowledge |
STAR, CAR, "tell me about a time" stories; building a story bank; mapping stories to common probes |
| domain-deepdives |
action |
Domain-technical interviews — clinical development, regulatory, asset evaluation; preparing to be tested on what you claim to know |
| vc-interview-prep |
action |
VC associate / principal / partner / venture-partner / EIR interviews; market thesis, deal review, portfolio reasoning |
| executive-interview-prep |
action |
C-suite, SVP, Head-of interviews; strategic thinking, P&L judgment, leadership scenarios, "first 90 days" |
| panel-and-case |
action |
Multi-interviewer dynamics, live cases, working sessions, take-home cases, IC simulations |
Routing Logic
| Question Signal |
Route To |
Examples |
| "Tell me about a time," STAR, story bank, behavioral, behavioral round |
behavioral-frameworks |
"Build me a story bank" / "How do I answer 'tell me about a conflict'?" |
| Clinical, regulatory, asset evaluation prep, "they're going to test my [domain]" |
domain-deepdives |
"Prep me for a clinical-development deep-dive interview" |
| VC, venture, associate / principal / partner interview, deal review, market thesis |
vc-interview-prep |
"I have a VC associate interview at [firm]" |
| C-suite, SVP, Head-of, executive panel, "first 90 days," P&L |
executive-interview-prep |
"Prep me for the CMO interview at [company]" |
| Panel, working session, live case, take-home, IC simulation |
panel-and-case |
"They're running me through a live case on Tuesday" |
Multi-Skill Questions
Most senior interview loops span multiple formats. Common combinations:
VC Associate Loop ("Full prep for [firm] associate interviews"):
- Load
vc-interview-prep as primary
- Load
behavioral-frameworks for the people round and "why VC" questions
- Load
domain-deepdives (handing off to biotech-venture/asclepius for the diligence round)
- Load
panel-and-case for the IC simulation or live diligence exercise
CMO Interview Loop ("Full prep for the CMO role at [company]"):
- Load
executive-interview-prep as primary
- Load
domain-deepdives for the clinical-development scrutiny round
- Load
behavioral-frameworks for the leadership-story round
- Load
panel-and-case for the strategy presentation
Board Candidate Screen ("Prep me for the board interview"):
- Load
executive-interview-prep as primary (board interviews test strategic and governance judgment)
- Load
panel-and-case for the multi-board-member dynamic
- Hand off to
executive-presence/board-readiness for posture and protocol
Curriculum Order
- behavioral-frameworks — Foundation. The story bank built here gets reused across every other interview type.
- domain-deepdives — Second. You cannot pretend to depth you do not have; rehearse the depth you actually have.
- panel-and-case — Third. Live formats require their own muscle memory.
- vc-interview-prep and executive-interview-prep — Format-specific layers built on top of the above.
Conflict Resolution
| Conflict |
Resolution |
Reason |
| Behavioral story is true and well-structured but boring; embellishment would make it land |
Always truth, never embellishment |
Discovery of fabrication ends the search; the cost is asymmetric |
| Domain-deepdive prep wants to optimize for breadth; loop will probably go deep in one area |
Optimize for depth on the 2–3 highest-stakes areas; have a credible "I don't know, but here's how I'd think about it" for the rest |
Senior interviewers value reasoning under uncertainty more than encyclopedic recall |
| VC interview prep wants to script answers; firm partners pattern-match scripted candidates as "not VC material" |
Script the thinking, improvise the expression |
Memorized answers are detectable; rehearsed reasoning is not |
Teaching Convention
Every leaf in this director includes a ## Self-Coaching Track (applied to the user's specific upcoming interview, biotech-tilted) and a ## Teach / Mentor-Others Track (how you'd coach a junior through the same prep). When responding from any leaf, default to producing both.
Scope Boundaries
This director handles: All interview preparation — first conversations through final rounds, across formats and seniority levels.
Route elsewhere when:
- The question is about the underlying narrative you're presenting (not how to deliver it in an interview) →
personal-positioning/narrative-architecture
- The question is about getting the interview (cold outreach, network warm intros) →
network-cultivation
- The question is about negotiating the offer that follows →
negotiation-leverage
- The question is about presence and delivery (not interview-specific) →
executive-presence
Cross-Domain Connections
- biotech-venture/asclepius (and the clinical-development, regulatory-strategy, asset-valuation, probability-of-success, deal-synthesis directors) — Source of substance for VC and domain-deepdive interviews
- binding-vow/bluf-shaper, minto-scqa — Structuring case and presentation answers
- personal-positioning/narrative-architecture — Source of the underlying through-line
- personal-positioning/credibility-translation — Translating clinical experience into the audience's language
- network-cultivation/ecosystem-mapping — Firm and partner research before the interview
- research/spelunker — Deep firm/partner research
1---2name: interview-mastery3description: Direct behavioral interview prep, domain-technical deep-dives, VC interviews, executive interviews, and panel/case interviews to the appropriate specialist skill. Activate when the user is preparing for any interview that matters — first conversations, IC pitches, partner interviews, board candidate screens, or executive panels. Interview mastery is the discipline of rehearsing the conversation before it happens, with the right framework for the format.4---56# Interview Mastery Director78An interview is not a conversation; it is a structured evaluation pretending to be one. The interviewer is running a small number of stable patterns — behavioral probes, technical depth checks, fit signals, judgment tests — and the interviewee who knows the patterns and has rehearsed against them outperforms the interviewee who is "being themselves." This is not cynicism; it is craft. Every senior physician who has run an interview team for fellowship applicants knows this from the other side.910This director routes interview-prep questions to the right specialist by *format* (behavioral, domain-technical, VC, executive, panel/case) and sequences multi-skill prep when the loop spans formats — which most senior loops do.1112## Child Skills1314| Skill | Type | When to Use |15|---|---|---|16| behavioral-frameworks | knowledge | STAR, CAR, "tell me about a time" stories; building a story bank; mapping stories to common probes |17| domain-deepdives | action | Domain-technical interviews — clinical development, regulatory, asset evaluation; preparing to be tested on what you claim to know |18| vc-interview-prep | action | VC associate / principal / partner / venture-partner / EIR interviews; market thesis, deal review, portfolio reasoning |19| executive-interview-prep | action | C-suite, SVP, Head-of interviews; strategic thinking, P&L judgment, leadership scenarios, "first 90 days" |20| panel-and-case | action | Multi-interviewer dynamics, live cases, working sessions, take-home cases, IC simulations |2122## Routing Logic2324| Question Signal | Route To | Examples |25|---|---|---|26| "Tell me about a time," STAR, story bank, behavioral, behavioral round | behavioral-frameworks | "Build me a story bank" / "How do I answer 'tell me about a conflict'?" |27| Clinical, regulatory, asset evaluation prep, "they're going to test my [domain]" | domain-deepdives | "Prep me for a clinical-development deep-dive interview" |28| VC, venture, associate / principal / partner interview, deal review, market thesis | vc-interview-prep | "I have a VC associate interview at [firm]" |29| C-suite, SVP, Head-of, executive panel, "first 90 days," P&L | executive-interview-prep | "Prep me for the CMO interview at [company]" |30| Panel, working session, live case, take-home, IC simulation | panel-and-case | "They're running me through a live case on Tuesday" |3132## Multi-Skill Questions3334Most senior interview loops span multiple formats. Common combinations:35361. **VC Associate Loop** ("Full prep for [firm] associate interviews"):37 - Load `vc-interview-prep` as primary38 - Load `behavioral-frameworks` for the people round and "why VC" questions39 - Load `domain-deepdives` (handing off to `biotech-venture/asclepius` for the diligence round)40 - Load `panel-and-case` for the IC simulation or live diligence exercise41422. **CMO Interview Loop** ("Full prep for the CMO role at [company]"):43 - Load `executive-interview-prep` as primary44 - Load `domain-deepdives` for the clinical-development scrutiny round45 - Load `behavioral-frameworks` for the leadership-story round46 - Load `panel-and-case` for the strategy presentation47483. **Board Candidate Screen** ("Prep me for the board interview"):49 - Load `executive-interview-prep` as primary (board interviews test strategic and governance judgment)50 - Load `panel-and-case` for the multi-board-member dynamic51 - Hand off to `executive-presence/board-readiness` for posture and protocol5253## Curriculum Order54551. **behavioral-frameworks** — Foundation. The story bank built here gets reused across every other interview type.562. **domain-deepdives** — Second. You cannot pretend to depth you do not have; rehearse the depth you actually have.573. **panel-and-case** — Third. Live formats require their own muscle memory.584. **vc-interview-prep** and **executive-interview-prep** — Format-specific layers built on top of the above.5960## Conflict Resolution6162| Conflict | Resolution | Reason |63|---|---|---|64| Behavioral story is true and well-structured but boring; embellishment would make it land | Always truth, never embellishment | Discovery of fabrication ends the search; the cost is asymmetric |65| Domain-deepdive prep wants to optimize for breadth; loop will probably go deep in one area | Optimize for depth on the 2–3 highest-stakes areas; have a credible "I don't know, but here's how I'd think about it" for the rest | Senior interviewers value reasoning under uncertainty more than encyclopedic recall |66| VC interview prep wants to script answers; firm partners pattern-match scripted candidates as "not VC material" | Script the *thinking*, improvise the *expression* | Memorized answers are detectable; rehearsed reasoning is not |6768## Teaching Convention6970Every leaf in this director includes a `## Self-Coaching Track` (applied to the user's specific upcoming interview, biotech-tilted) and a `## Teach / Mentor-Others Track` (how you'd coach a junior through the same prep). When responding from any leaf, default to producing both.7172## Scope Boundaries7374**This director handles**: All interview preparation — first conversations through final rounds, across formats and seniority levels.7576**Route elsewhere when**:77- The question is about the underlying *narrative* you're presenting (not how to deliver it in an interview) → `personal-positioning/narrative-architecture`78- The question is about *getting* the interview (cold outreach, network warm intros) → `network-cultivation`79- The question is about negotiating the offer that follows → `negotiation-leverage`80- The question is about presence and delivery (not interview-specific) → `executive-presence`8182## Cross-Domain Connections8384- **biotech-venture/asclepius** (and the clinical-development, regulatory-strategy, asset-valuation, probability-of-success, deal-synthesis directors) — Source of substance for VC and domain-deepdive interviews85- **binding-vow/bluf-shaper, minto-scqa** — Structuring case and presentation answers86- **personal-positioning/narrative-architecture** — Source of the underlying through-line87- **personal-positioning/credibility-translation** — Translating clinical experience into the audience's language88- **network-cultivation/ecosystem-mapping** — Firm and partner research before the interview89- **research/spelunker** — Deep firm/partner research
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