Find agent skills by outcome

- Assess the claim against established scientific consensus

official records

- Identify leading indicators

lagging indicators

Data

- Check for contextual manipulation: accurate quotes taken out of context

statistics without denominators

- Trace claims to their original source

verifying each link in the citation chain rather than relying on secondary reports

- Weight evidence by source credibility

methodological rigor

Data

- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims

official filings for financial data

Business

- Apply intent clarification when the query is ambiguous

generating clarifying questions before committing to a search strategy

- [ ] The methodology section accurately describes the search strategies

evaluation criteria

- Rotate query formulations using synonyms

domain terminology

Research & Learning

After completing a research investigation

verify:

- [ ] Bias detection has been performed on the overall evidence set (selection

confirmation

- [ ] Contradictions between sources have been identified

investigated

- Synthesize findings across studies with attention to heterogeneity

moderating variables

Business

- Search strategy with targeted queries

source types

Business

- Planning strategy selected and justified (direct

intent-clarifying

Creative

- Evaluate research methodology including study design

sample characteristics

- Assess publication bias by checking for file-drawer effects

p-hacking indicators

- Identify the current scholarly consensus

active debates

Research & Learning

- Navigate academic literature using citation network analysis

systematic review methodology

- Assess technology adoption patterns through diffusion curve analysis

case studies

- Identify regulatory

economic

- Assess geopolitical implications by tracing historical precedents

alliance structures

- Evaluate competitive landscapes by mapping market share

product differentiation

Data

- Analyze market dynamics using financial filings

analyst reports