Atlas / Skills / nwave-ai / Nw Interviewing Techniques

Nw Interviewing TechniquesSAFE

skills/nwave-ai/nw-interviewing-techniques

AI agents that guide you from idea to working code, with you in control at every step.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
617
01

Overview

AI agents that guide you from idea to working code, with you in control at every step.

Read from source at commit 1a864ec81cdeOBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: nw-interviewing-techniques
description: Mom Test questioning toolkit, JTBD analysis, interview conduct, assumption testing framework, and hypothesis design
user-invocable: false
disable-model-invocation: true
---

# Interviewing Techniques

## Questioning Toolkit by Purpose

### Problem Discovery
Understand if problem is real and worth solving.
- "Tell me about the last time you [encountered this problem]."
- "What was the hardest part about that?"
- "What did you do about it?" | "What don't you love about that solution?" | "What else have you tried?"

### Understanding the Job
Map the job-to-be-done and desired outcomes.
- "What are you ultimately trying to accomplish?"
- "Walk me through your process step by step."
- "At each step, how do you know if you've succeeded?"
- "What slows you down or frustrates you most?" | "What workarounds have you created?"

### Probing Assumptions
Challenge beliefs and uncover truth.
- "What makes you believe that?" | "What would need to be true for this to work?"
- "What could we assume instead?" | "What would change your mind?"

### Testing Commitment
Distinguish interest from commitment.
- "Would you be willing to [specific action]?" | "What would you pay for this?"
- "Can you introduce me to someone else with this problem?" | "When can we schedule a follow-up?"

### Exploring Implications
Understand impact and urgency.
- "If this were solved, what would change?" | "What would that enable you to do?"
- "What would happen if we didn't solve this?"

## Interview Conduct Rules

**Do**: Ask about past specifics | Open, non-directive questions | Seek commitment not praise | Keep informal | 80% listening | Talk about their life first

**Avoid**: Future behavior questions | Leading questions | Accepting compliments as validation | Talking >20% | Mentioning idea before understanding problem | Formal settings

## Assumption Challenging

### Triggers
Challenge when: belief without evidence | prediction about future | negative feedback dismissed | skipping to solution | single data point relied on

### Challenge Format
1. "What evidence supports this?" -- specific past examples
2. "What would disprove this?" -- falsification criteria
3. "What's the opposite assumption?" -- explore alternatives
4. "Who would disagree and why?" -- disconfirming perspectives

Tone: curious and supportive, not confrontational -- goal is truth-seeking.

## Assumption Testing Framework

### Assumption Categories
| Category | Core Question |
|----------|--------------|
| Value | Will customers want this? |
| Usability | Can customers use this? |
| Feasibility | Can we build this? |
| Viability | Does this work for our business? |

### Risk Scoring

| Factor | Weight | Low (1) | Medium (2) | High (3) |
|--------|--------|---------|------------|----------|
| Impact if wrong | 3 | Minor adjustment | Significant rework | Solution fails |
| Uncertainty | 2 | Have data | Mixed signals | Speculation |
| Ease of testing | 1 | Days, low cost | Weeks, moderate | Months, high cost |

**Risk Score** = (Impact x 3) + (Uncertainty x 2) + (Ease x 1)

| Priority | Score | Action |
|----------|-------|--------|
| Test first | > 12 | Immediate |
| Test soon | 8-12 | Schedule |
| Test later | < 8 | Backlog |

### Hypothesis Template

```
We believe [doing X] for [user type] will achieve [outcome].
We will know this is TRUE when we see [measurable signal].
We will know this is FALSE when we see [counter-signal or absence of signal].
```

### Test Methods by Category

| Category | Methods |
|----------|---------|
| Value | Landing page, Fake door, Mom Test interviews |
| Usability | Prototype testing, 5-second tests, Task completion |
| Feasibility | Spike, Technical prototype, Expert review |
| Viability | Lean Canvas review, Stakeholder interviews |

### Decision Rules

| Result | Criteria | Action |
|--------|----------|--------|
| Proven | >80% meet success criteria | Proceed |
| Disproven | <20% meet criteria | Pivot or kill |
| Inconclusive | 20-80% | Increase sample, try different method, segment |
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 1a864ec81cdefull audit observations/trust-audit/skill/nwave-ai__nw-interviewing-techniques.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-141a864ec81cdeSAFEB89first audit
05

Questions

What does the Nw Interviewing Techniques skill do?

AI agents that guide you from idea to working code, with you in control at every step.

Is Nw Interviewing Techniques safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Nw Interviewing Techniques access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (1a864ec81cde), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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