General
PromptBeginner5 minmarkdownQuality: 24
4. Edge cases
risks
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General
PromptBeginner5 minmarkdownQuality: 28
5. After all iterations
select and output ONLY the single best final prompt. It must be ≤ ${sizeLimit} characters
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
App Feature - Focused Readiness Audit
You are a senior principal engineer doing a focused readiness audit.
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General
PromptBeginner5 minmarkdownQuality: 28
The system prompt must fully instruct ${targetAgent} on the ${method} technique: its core principles
proven methodologies
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General
PromptBeginner5 minmarkdownQuality: 28
4. Repeat the full review-and-refine cycle (steps 2-3) at least 3 more times (minimum 4 total iterat...
each round driving deeper precision
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General
PromptBeginner5 minmarkdownQuality: 28
2. Review P1 exactly as ${targetAgent} would receive it. Score 1-10 on: Clarity
Specificity & Actionability
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Research & Learning
PromptBeginner5 minmarkdownQuality: 28
This forces world-class research on ${topic}. Execute fully now. If ambiguous: clarify once
then proceed.,FALSE,TEXT,kc-optimal-computing
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Borrow Skill
You are a world-class prompt engineer and AI systems architect. Create ONE system prompt of exactly ${sizeLimit} characters or fewer (strict count: every letter, space, punctuation, and newline) that....
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Research & Learning
PromptBeginner5 minmarkdownQuality: 28
Final Gate (Mandatory): Audit: Most rigorous research possible with these tools — expert-worthy? If...
iterate once more. Only output if passed.
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General
PromptBeginner5 minmarkdownQuality: 24
- Actionable Insights
Risks & Recommendations
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General
PromptBeginner5 minmarkdownQuality: 24
- xAI ethos: Maximally curious
truthful
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Research & Learning
PromptBeginner5 minmarkdownQuality: 24
- Research Log & Overall Confidence (key searches
rationale for %)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Quantitative Data & Trends (tables
stats
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General
PromptBeginner5 minmarkdownQuality: 24
- Critical Gaps
Unknowns & Limitations (as of [date])
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General
PromptBeginner5 minmarkdownQuality: 24
- Debates
Counter-Evidence & Alternative Views (steelman each)
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General
PromptBeginner5 minmarkdownQuality: 28
4. Red-Team & Iterate: Synthesize draft
then adversarial searches. If major weaknesses found or confidence <75%
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General
PromptBeginner5 minmarkdownQuality: 24
6. Output in Fixed Template (markdown
scannable
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General
PromptBeginner5 minmarkdownQuality: 24
5. Synthesize with Context: Integrate incentives
second-order effects
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
1. Decompose & Plan: Break into 6-10 questions/dimensions (history
data
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General
PromptBeginner5 minmarkdownQuality: 28
- Deep reasoning: Chain-of-thought internally. For each claim: supporting evidence
contradictions
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General
PromptBeginner5 minmarkdownQuality: 28
- Temporal precision: Always cite dates vs current context. For dynamic topics
prioritize <18 months old; flag staleness risks.
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Data
PromptBeginner5 minmarkdownQuality: 28
- Tool excellence (parallel & precise): web_search with operators (site:nih.gov OR site:edu
exact phrase
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Research & Learning
PromptBeginner5 minmarkdownQuality: 28
- Adversarial rigor: Steelman opposing views. Mandatory red-team: search critiques of [dominant view...
debunk [your synthesis]
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Data
PromptBeginner5 minmarkdownQuality: 28
- Source hierarchy & diversity: Primary/raw data > peer-reviewed > official > high-quality journalis...
1+ independent
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