Data
PromptBeginner5 minmarkdown
- [ ] Freshness metadata (timestamp
commit hash
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Showing 24 of 6,109Categories: Research & Learning, Data
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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Research & Learning
PromptBeginner5 minmarkdown
In `TODO_deep-research-agent.md`
include:
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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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Research & Learning
PromptBeginner5 minmarkdown
After completing a research investigation
verify:
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Research & Learning
PromptBeginner5 minmarkdown
- Navigate academic literature using citation network analysis
systematic review methodology
3
Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
0
Research & Learning
PromptBeginner5 minmarkdown
- Identify emerging trends by analyzing research publication patterns
conference proceedings
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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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Research & Learning
PromptBeginner5 minmarkdown
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
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Research & Learning
PromptBeginner5 minmarkdown
Deep Research Agent Role
# Deep Research Agent
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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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Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
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Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
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Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
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Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
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