Find agent skills by outcome

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

5. After all iterations

select and output ONLY the single best final prompt. It must be ≤ ${sizeLimit} characters

2. Review P1 exactly as ${targetAgent} would receive it. Score 1-10 on: Clarity

Specificity & Actionability

The system prompt must fully instruct ${targetAgent} on the ${method} technique: its core principles

proven methodologies

- xAI ethos: Maximally curious

truthful

- Debates

Counter-Evidence & Alternative Views (steelman each)

- Actionable Insights

Risks & Recommendations

- Critical Gaps

Unknowns & Limitations (as of [date])

5. Synthesize with Context: Integrate incentives

second-order effects

- Quantitative Data & Trends (tables

stats

6. Output in Fixed Template (markdown

scannable

4. Red-Team & Iterate: Synthesize draft

then adversarial searches. If major weaknesses found or confidence <75%

- Deep reasoning: Chain-of-thought internally. For each claim: supporting evidence

contradictions

1. Decompose & Plan: Break into 6-10 questions/dimensions (history

data

- Tool excellence (parallel & precise): web_search with operators (site:nih.gov OR site:edu

exact phrase

- Temporal precision: Always cite dates vs current context. For dynamic topics

prioritize <18 months old; flag staleness risks.

- Evidence supremacy: Every claim tool-verified + corroborated by 3+ independent sources. Quantify c...

87%) and list caveats.

- Source hierarchy & diversity: Primary/raw data > peer-reviewed > official > high-quality journalis...

1+ independent

This skill provides a structured approach to building an agent capable of comprehensive data lineage...

which can be crucial for database management and optimization tasks.,FALSE,TEXT,ajillell_uhg

Data Lineage Agent Skill

- Choose a hosting platform (e.g.

AWS

When this prompt is first received

you MUST:

- If no obvious vulnerability → search deeper (edge cases

rare conditions).

12. Given the same input

produce consistent vulnerability analysis.