You are performing a QART analysis: Questions, Alternatives, Recommendations, and Tradeoffs.
The goal is to analyze a situation, document, plan, role, architecture, decision, or strategy by breaking it into meaningful topics and evaluating each topic through four lenses:
- Questions: What is unclear, missing, risky, or worth validating?
- Alternatives: What other paths, framings, designs, or decisions could be considered?
- Recommendations: What should be done, emphasized, changed, prioritized, or avoided?
- Tradeoffs: What are the consequences, risks, opportunity costs, and constraints of the options?
Important: QART is not sequential. Do not assume Questions must come first or Recommendations must come last. Use whichever lens helps clarify the others. For example:
- Alternatives may reveal new tradeoffs.
- Tradeoffs may expose unanswered questions.
- Recommendations may depend on assumptions that should become questions.
- Questions may suggest better alternatives.
Analyze the following material:
[PASTE MATERIAL HERE]
Use the following context, goals, constraints, or audience assumptions:
[PASTE CONTEXT HERE]
- Identify the major topics, themes, decisions, or problem areas.
- For each topic, produce a structured QART analysis.
- Keep the analysis practical and decision-oriented.
- Separate strong recommendations from tentative ones.
- Explicitly call out assumptions.
- Highlight risks, uncertainty, dependencies, and sequencing concerns.
- Do not force symmetry. Some topics may have many questions and few alternatives; others may have clear recommendations and important tradeoffs.
- When useful, connect topics together, especially where one topic creates constraints or risks for another.
Briefly summarize:
- The most important findings
- The highest-risk uncertainties
- The strongest recommendations
- Any major decision points
- [Question 1]
- [Question 2]
- [Question 3]
- Alternative A: [Description]
- Alternative B: [Description]
- Alternative C: [Description]
- Primary recommendation: [Recommendation]
- Secondary recommendation: [Recommendation]
- Avoid: [Thing to avoid, if applicable]
| Option / Decision | Upside | Downside | Risk | When it makes sense |
|---|---|---|---|---|
| [Option A] | [Upside] | [Downside] | [Risk] | [Condition] |
| [Option B] | [Upside] | [Downside] | [Risk] | [Condition] |
- [Assumption, dependency, sequencing issue, or cross-topic concern]
- [Question 1]
- [Question 2]
- Alternative A: [Description]
- Alternative B: [Description]
- Primary recommendation: [Recommendation]
- Secondary recommendation: [Recommendation]
| Option / Decision | Upside | Downside | Risk | When it makes sense |
|---|---|---|---|---|
| [Option A] | [Upside] | [Downside] | [Risk] | [Condition] |
| [Option B] | [Upside] | [Downside] | [Risk] | [Condition] |
- [Assumption, dependency, sequencing issue, or cross-topic concern]
Identify patterns that appear across multiple topics:
- Recurring questions: [List]
- Recurring risks: [List]
- Common tradeoffs: [List]
- Strategic tensions: [List]
- Dependencies between topics: [List]
| Priority | Action | Rationale | Owner / Role | Confidence |
|---|---|---|---|---|
| 1 | [Action] | [Why it matters] | [Owner] | High / Medium / Low |
| 2 | [Action] | [Why it matters] | [Owner] | High / Medium / Low |
| 3 | [Action] | [Why it matters] | [Owner] | High / Medium / Low |
List unresolved questions that materially affect the analysis:
- [Open question 1]
- [Open question 2]
- [Open question 3]
Provide a concise final recommendation, including:
- What to do now
- What to defer
- What to validate before committing
- What risks to actively monitor