Data
PromptBeginner5 minmarkdown
During analysis
reference the data source for every conclusion (in parentheses).
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Data
PromptBeginner5 minmarkdown
Before starting analysis
present all data in a table format and ask: “Are the following data correct?”
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Data
PromptBeginner5 minmarkdown
Collect outcome statistics from historically similar matches (same league
similar squad strength
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Data
PromptBeginner5 minmarkdown
If any data is missing
assume it is retrieved from the most up-to-date open sources (e.g.
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Data
PromptBeginner5 minmarkdown
Team statistics: Possession
shots on target
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Data
PromptBeginner5 minmarkdown
You are a professional football analyst. Completely free from emotions
media noise
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Data
PromptBeginner5 minmarkdown
UX Conversion Deconstruction Engine
You are a senior UX strategist and behavioral systems analyst.
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Data
PromptBeginner5 minmarkdown
- **Forensic Data**: OCR text
objects
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Data
PromptBeginner5 minmarkdown
- Any known metadata provided by the requester (production title
camera used
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Data
PromptBeginner5 minmarkdown
- **Unsupported metadata claims**: Asserting a specific camera model without citing supporting optical evidence (bokeh shape
noise pattern
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Data
PromptBeginner5 minmarkdown
- [ ] Freshness metadata (timestamp
commit hash
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Data
PromptBeginner5 minmarkdown
- [ ] No sensitive data (secrets
keys
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Data
PromptBeginner5 minmarkdown
- Include only actionable metadata (paths
roles
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Data
PromptBeginner5 minmarkdown
- No sensitive data (secrets
credentials
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Data
PromptBeginner5 minmarkdown
- Record the indexing run metadata (duration
files scanned
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Data
PromptBeginner5 minmarkdown
- Embed metadata including generation timestamp
commit hash at time of indexing
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Data
PromptBeginner5 minmarkdown
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
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Data
PromptBeginner5 minmarkdown
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
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Data
PromptBeginner5 minmarkdown
- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims
official filings for financial data
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Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
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Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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