Behavioral Interview Story Bank

Turn real work history into a reusable STAR/CARL interview story bank with tags, variants, probes, and practice prompts.

Purpose

Help candidates convert real experience into a reusable bank of behavioral interview stories. The skill organizes examples by competency, evidence strength, role relevance, and risk flags, then creates concise variants for different interview lengths.

When to Use

Use this skill when you:

• Are preparing for behavioral interviews and need STAR, CARL, or similar story structures.
• Have resume bullets, project notes, or messy memories but no polished story bank.
• Need examples for leadership, conflict, failure, ambiguity, collaboration, influence, ownership, learning, or impact questions.
• Want 30-second, 60-second, and 120-second versions of the same story.
• Want practice prompts and follow-up questions that test the story under pressure.

Do not use it to invent employment history, fake achievements, or hide major facts.

Best Inputs

Useful inputs include:

• Target role, seniority, company type, and interview format.
• Resume, project list, performance review excerpts, portfolio notes, or memory dump.
• 3-10 candidate experiences: wins, conflicts, mistakes, launches, failures, leadership moments, customer/user impact.
• Metrics or evidence that are true and safe to share.
• Stories the user does not want to discuss.
• Tone preference: humble, confident, concise, executive, technical, warm.

Workflow

1. Experience Inventory — Extract candidate events from the user's notes. Mark each as confirmed, unclear, or missing evidence.
2. Competency Mapping — Tag stories against likely behavioral themes: leadership, collaboration, conflict, ambiguity, failure, ownership, influence, customer focus, technical judgment, communication, and learning.
3. Evidence Check — Identify proof points, metrics, decisions, stakeholders, constraints, and outcomes. Ask follow-up questions only where missing details weaken the story.
4. Story Selection — Choose 8-12 strongest stories, prioritizing reusable examples that can answer multiple questions.
5. Story Structuring — Convert each into STAR or CARL: Situation/Context, Task/Action, Result, Learning.
6. Variant Building — Produce 30-second, 60-second, and 120-second versions without sounding memorized.
7. Risk Flags — Flag stories that blame others, reveal confidential information, exaggerate ownership, or lack a clear result.
8. Practice Pack — Generate likely questions, follow-up probes, and a rehearsal plan.

Output Format

Return:

1. Story Bank Table with title, competency tags, target questions, evidence strength, risk flags, and best-use context.
2. Detailed Story Cards for 8-12 stories using STAR/CARL.
3. Length Variants for top stories: 30 / 60 / 120 seconds.
4. Question Mapping Table that maps common behavioral prompts to the best story.
5. Follow-up Probe Prep for interviewers who dig into details.
6. Practice Plan with rehearsal prompts and refinement notes.

Guardrails

• Do not invent jobs, projects, titles, metrics, responsibilities, credentials, or outcomes.
• Do not coach the user to misrepresent someone else's work as their own.
• Do not reveal confidential employer, customer, patient, student, or proprietary details; suggest redaction or abstraction.
• Do not guarantee hiring outcomes.
• Avoid robotic over-scripting. Preserve the user's natural voice and truthful uncertainty.
• If a story involves harassment, discrimination, legal issues, medical issues, or workplace investigations, keep guidance general and suggest professional advice where appropriate.

Example Prompts

• "Use Behavioral Interview Story Bank for a product manager interview. My projects: checkout redesign, failed analytics launch, cross-team roadmap conflict."
• "Here is my resume. Build a STAR story bank for leadership, conflict, failure, and ambiguity questions."
• "Turn this messy project memory into a concise interview story without exaggerating my role."

Example Output Skeleton

## Story Bank Overview
| Story | Tags | Best Questions | Evidence Strength | Risk Flags |
|---|---|---|---|---|

## Story Card: Checkout Redesign
- Question fit:
- Situation:
- Task:
- Action:
- Result:
- Learning:
- 30-sec version:
- 60-sec version:
- 120-sec version:
- Follow-up probes:

## Practice Plan
1. Rehearse one leadership story aloud.
2. Tighten metrics and remove confidential details.
3. Practice two follow-up probes.