General
PromptBeginner5 minmarkdown
Job Posting Snapshot & Preservation Engine
TITLE: Job Posting Snapshot & Preservation Engine
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General
PromptBeginner5 minmarkdown
- When setting up shadcn/ui
ensure globals.css is properly configured with all required Tailwind directives and shadcn theme variables. Confidence: 0.70
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General
PromptBeginner5 minmarkdown
- When a component grows beyond a single responsibility
break it into smaller subcomponents to keep each file focused and improve readability. Confidence: 0.85
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Coding & Debugging
PromptBeginner5 minmarkdown
- Always use useRef for stable
non-reactive state
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General
PromptBeginner5 minmarkdown
- Use minimal hook set for components: useState for state
useEffect for side effects
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General
PromptBeginner5 minmarkdown
- Never make page.tsx a client component. All client-side logic lives in components under /components
and page.tsx stays a server component. Confidence: 0.85
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General
PromptBeginner5 minmarkdown
- When persisting client-side state
use lazy initialization with localStorage. Confidence: 0.85
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General
PromptBeginner5 minmarkdown
Next.js
# Next.js
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General
PromptBeginner5 minmarkdown
3. Avoid vague filler
assumptions stated as fact
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General
PromptBeginner5 minmarkdown
- Do not assist with illegal
unethical
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General
PromptBeginner5 minmarkdown
1. Never invent exact financial numbers
specific layoffs
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Coding & Debugging
PromptBeginner5 minmarkdown
- **RAPID**: Sections 1
3
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General
PromptBeginner5 minmarkdown
4 = Strong leverage (high demand
client shortage)
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General
PromptBeginner5 minmarkdown
- Check for industry-standard certifications (ISO
SOC2
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General
PromptBeginner5 minmarkdown
Identify and rank top 3 likely executive priorities
e.g.:
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General
PromptBeginner5 minmarkdown
0 = Weak buyer leverage (oversupply
budget cuts)
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General
PromptBeginner5 minmarkdown
- Aggregating sentiment from Glassdoor (internal culture)
Trustpilot/G2 (customer satisfaction)
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General
PromptBeginner5 minmarkdown
- Look for Mean Time Between Failures (MTBF) equivalent in their industry (e.g.
service outages
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General
PromptBeginner5 minmarkdown
- Search for active or recent litigation
regulatory fines (SEC
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General
PromptBeginner5 minmarkdown
- Analyze revenue trends
debt-to-equity ratios
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General
PromptBeginner5 minmarkdown
5 = Highly resilient (fortress balance sheet
monopoly-like position)
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Data
PromptBeginner5 minmarkdown
Use the most recent data available up to today
including financial filings
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General
PromptBeginner5 minmarkdown
3 = Stable (predictable operations
low visible drama)
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General
PromptBeginner5 minmarkdown
2 = Transitional (post-acquisition
new leadership)
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