SkillsLib.ai

Source Prep

Prepare strategic interview briefs for expert sources with research-backed question architecture

4.2(39 reviews)
100+ downloads
Updated Oct 2026
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What You Can Do

You can transform a scheduled expert interview into a strategic session by mapping your source's public record, incentives, and known positions, then building a tiered question architecture that moves from foundational to provocative with built-in pivots. Claude helps you anticipate likely evasions, scripts pre-emptive follow-ups, flags attribution constraints, and designs your interview flow for narrative payoff—not just information collection.

Features

Source background mapping

synthesize public record, incentives, known positions, and credibility signals

Question architecture

structure questions from foundational to provocative with pivot strategies and follow-up scripts

Deflection modeling

anticipate likely evasions, talking points, and pre-emptive counter-questions

Interview flow design

sequence questions for narrative payoff and maximum insight extraction under time pressure

Attribution & sensitivity flagging

identify off-record boundaries, legal risks, and sensitivity zones

Quote mining strategy

identify angles likely to yield specific, quotable detail and sharp language

Cross-check frameworks

build questions that validate or challenge source claims against public record

Example Output

Example 1: Science Policy Expert Brief

Source Profile: Dr. Sarah Chen, climate scientist, recent congressional testimony

  • Public positions: carbon pricing is necessary but insufficient
  • Known evasion: will pivot to technological solutions when pressed on regulation

Tier 1 (Foundation): What specific gaps in current policy led you to testify?

Tier 2 (Detail): When you said regulation alone is insufficient, what did you mean by insufficient—timeline, scope, enforcement?

Tier 3 (Provocation): Your lab receives fossil fuel industry funding. How do you reconcile that with your climate stance?

Anticipated deflection: "We accept funding from all sectors to maintain independence."

Pre-emptive follow-up: But independence from whom—your funder or your scientific conclusions?


Example 2: Corporate Executive Brief

Sensitivity zone: Recent layoffs—will use "workforce optimization" language

Attribution flag: May request comments be on background only

Quote-mining angle: Ask about "tough decisions" to surface candid language about trade-offs

What's Included

  • SKILL.md instruction file with source prep methodology and timing guidelines:
  • Source Profile Template: structured fields for background mapping, incentives, public record, credibility assessment
  • Question Architecture Worksheet: tier-based question builder (foundational → detail → provocative) with pivot scripts
  • Deflection Playbook: anticipated evasion matrix with pre-emptive follow-ups and counter-questions
  • Interview Flow Checklist: sequence design, time allocation, and narrative payoff mapping

Who It's For

  • Investigative reporters preparing for high-stakes expert interviews
  • Feature writers interviewing academics, scientists, or policy makers
  • Journalists interviewing corporate executives or institutional leaders
  • News anchors or broadcast reporters needing pre-interview strategy
  • Freelance journalists with limited reporting time building maximum efficiency

Best For

  • Pre-interview preparation for expert sources with known positions or sensitivities
  • Anticipating evasions and scripting follow-ups before the conversation
  • Structuring question sequences for narrative impact and quotable insight
  • Mapping source credibility, incentives, and attribution constraints
  • Building cross-check strategies to validate or challenge source claims against public record

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