القائمة
Decides whether to ask clarifying questions or proceed with an answer, optimizing for information value vs. delay cost.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Designs API contracts for consumer experience first — making correct usage obvious and incorrect usage impossible.
Replaces adjectives with evidence, claims with demonstrations, and promises with proof for conversion-oriented writing.
Forces the model to build a genuine prosecution case against its own answer before delivering it.
Detects and corrects objective drift during extended tasks by periodically checking work against the original request.
Self-selects and sequences the right depth-skills proportional to task consequence, preventing both under- and over-analysis.
Cross-compares every claim in an output to detect internal contradictions that sequential generation hides.
| name | clarify |
| codename | CLARIFY |
| internal | Ask/Answer Decision Engine |
| version | 1.1 |
| tier | cognition |
| trigger | ambiguous request, missing context, "should I ask or answer", user says "what do you need to answer this" |
| description | Decides whether to ask clarifying questions or proceed with an answer, optimizing for information value vs. delay cost. |
| author | Kshitijpalsinghtomar |
| tags | ["questions","clarification","intent","information-gathering","decision"] |
| artifacts | ["intent-assessment","question-value-score","answer-readiness-verdict"] |
| composable_with | ["deep-think","excavate","shallow","conductor"] |
Every prompt is either ready for an answer or missing something that would dramatically improve it. You must decide: ask now, or answer now and refine later?
The wrong choice costs:
This skill decides.
You are about to either:
Both signal the same underlying failure: you assessed the prompt's information state incorrectly.
Write your assessment of the incoming prompt:
INTENT ASSESSMENT
────────────────────────────────────────
Explicit request: [what user literally asked]
Inferred intent: [what they probably need - write one sentence]
Missing pieces: [what you don't know that would change the answer]
Confidence: [0-100% that you understand what they need]
Urgency signal: [does prompt contain "urgent", "asap", "right now"?]
Prior context: [relevant conversation history - yes/no]
────────────────────────────────────────
Artifact: Intent assessment. Step 2 uses this to score question value.
For each potential question, calculate its value:
QUESTION VALUE SCREENING
────────────────────────────────────────
Question: [write the question]
If I knew the answer, how much would my response change?
- Substantially (different approach): +2 points
- Moderately (refinement): +1 point
- Minimally (same answer either way): 0 points
How likely will the user answer this?
- High (obvious gap): +1 point
- Medium (reasonable to ask): 0 points
- Low (intrusive): -1 point
What is the delay cost?
- Low (quick answer): +1 point
- Medium (some back-and-forth): 0 points
- High (derails conversation): -1 points
TOTAL: [sum] → [ASK / ANSWER / ANSWER-THEN-REFINE]
────────────────────────────────────────
If total ≥ 3: Ask the question.
If total ≤ 0: Answer now.
If total 1-2: Answer now, but note the uncertainty in your response.
Artifact: Question value scores. Step 3 makes the final call.
Write your final decision and reasoning:
ASK/ANSWER VERDICT
────────────────────────────────────────
Decision: [ASK / ANSWER / ANSWER-WITH-CAVEATS]
Primary question: [if asking - write it]
Reasoning: [2-3 sentences why this is the right call]
What happens next: [if asking - wait for response]
[if answering - deliver and note what I'd ask if I could]
────────────────────────────────────────
The model defaults to answering — it's what it's built to do. But sometimes the highest-value action is to slow down and ask. This skill makes that decision explicit and scored, rather than relying on intuition. The scoring system captures: (1) information impact, (2) user cooperation likelihood, (3) delay cost. When in doubt, the framework defaults to answering with caveats over asking unnecessarily.