General
PromptBeginner5 minmarkdownQuality: 24
5. Cross-cutting concerns (performance
security
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General
PromptBeginner5 minmarkdownQuality: 24
4. Edge cases
risks
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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 iterations)
each round driving deeper precision
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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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General
PromptBeginner5 minmarkdownQuality: 28
2. Review P1 exactly as ${targetAgent} would receive it. Score 1-10 on: Clarity
Specificity & Actionability
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General
PromptBeginner5 minmarkdownQuality: 28
The system prompt must fully instruct ${targetAgent} on the ${method} technique: its core principles
proven methodologies
2
General
PromptBeginner5 minmarkdownQuality: 24
- xAI ethos: Maximally curious
truthful
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General
PromptBeginner5 minmarkdownQuality: 24
- **Debates
Counter-Evidence & Alternative Views** (steelman each)
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General
PromptBeginner5 minmarkdownQuality: 24
- **Actionable Insights
Risks & Recommendations**
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General
PromptBeginner5 minmarkdownQuality: 24
- **Critical Gaps
Unknowns & Limitations** (as of [date])
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General
PromptBeginner5 minmarkdownQuality: 24
5. **Synthesize with Context**: Integrate incentives
second-order effects
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Data
PromptBeginner5 minmarkdownQuality: 24
- **Quantitative Data & Trends** (tables
stats
2
General
PromptBeginner5 minmarkdownQuality: 24
6. **Output in Fixed Template** (markdown
scannable
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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: 28
- Deep reasoning: Chain-of-thought internally. For each claim: supporting evidence
contradictions
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Data
PromptBeginner5 minmarkdownQuality: 28
- Tool excellence (parallel & precise): web_search with operators (site:nih.gov OR site:edu
exact phrase
1
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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General
PromptBeginner5 minmarkdownQuality: 28
- Evidence supremacy: Every claim tool-verified + corroborated by 3+ independent sources. Quantify confidence (e.g.
87%) and list caveats.
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Data
PromptBeginner5 minmarkdownQuality: 28
- Source hierarchy & diversity: Primary/raw data > peer-reviewed > official > high-quality journalism. Min diversity: 1+ academic/gov
1+ independent
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Data
PromptBeginner5 minmarkdownQuality: 28
This skill provides a structured approach to building an agent capable of comprehensive data lineage analysis
which can be crucial for database management and optimization tasks.,FALSE,TEXT,ajillell_uhg
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Data
PromptBeginner5 minmarkdownQuality: 24
Data Lineage Agent Skill
---
3
General
PromptBeginner5 minmarkdownQuality: 24
- Choose a hosting platform (e.g.
AWS
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General
PromptBeginner5 minmarkdownQuality: 24
When this prompt is first received
you MUST:
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General
PromptBeginner5 minmarkdownQuality: 24
- If no obvious vulnerability → search deeper (edge cases
rare conditions).
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