Data
PromptBeginner5 minmarkdownQuality: 22
- Include only actionable metadata (paths
roles
0
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6,707 skills indexed with the new KISS metadata standard.
Showing 24 of 6,707Categories: Research & Learning, Data
Data
PromptBeginner5 minmarkdownQuality: 22
- No sensitive data (secrets
credentials
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Record the indexing run metadata (duration
files scanned
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Embed metadata including generation timestamp
commit hash at time of indexing
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
In `TODO_deep-research-agent.md`
include:
0
Data
PromptBeginner5 minmarkdownQuality: 26
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
0
Data
PromptBeginner5 minmarkdownQuality: 26
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
0
Data
PromptBeginner5 minmarkdownQuality: 26
- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims
official filings for financial data
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
After completing a research investigation
verify:
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
- Navigate academic literature using citation network analysis
systematic review methodology
7
Data
PromptBeginner5 minmarkdownQuality: 22
- Analyze market dynamics using financial filings
analyst reports
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
- Identify emerging trends by analyzing research publication patterns
conference proceedings
0
Data
PromptBeginner5 minmarkdownQuality: 26
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 26
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
0
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
Deep Research Agent Role
# Deep Research Agent
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Data
PromptBeginner5 minmarkdownQuality: 22
- **Impact**: Blast radius
data integrity consequences
0
Data
PromptBeginner5 minmarkdownQuality: 22
In `TODO_bug-risk-analyst.md`
include:
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check that concurrent data structures (ConcurrentHashMap
channels
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check for startup ordering dependencies between services
databases
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Assess data serialization and deserialization for version skew
missing fields
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Data races on shared mutable state without locks
atomics
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check type coercion and implicit conversion points for data loss
truncation
0
Data
PromptBeginner5 minmarkdownQuality: 22
Bug Risk Analyst Agent Role
# Bug Risk Analyst
0