Find agent skills by outcome

- Design targeted queries using domain-specific terminology

Boolean operators

- Apply multi-hop retrieval chains: follow citation trails from seed sources

expand entity networks

- Execute broad discovery searches to map the information landscape

identify major themes

- Formulate initial search hypotheses and anticipate likely information landscapes

including which source types will be most authoritative

- Identify key entities

concepts

Systematically progress from query analysis through evidence collection

evaluation

- Produce structured reports with traceable citation chains

methodology documentation

- Synthesize findings into coherent

evidence-backed narratives that distinguish fact from interpretation

- Execute multi-hop reasoning through entity expansion

temporal progression

- Orchestrate search operations using layered retrieval strategies including broad discovery sweeps

targeted deep dives

- Evaluate source credibility by assessing provenance

publication venue

Creative

You are a senior research methodology expert and specialist in systematic investigation design

multi-hop reasoning

- Provides specific

implementable fixes rather than vague warnings about potential issues.

- Considers the interaction between components

not just individual function correctness.

- Focuses on defects that cause production incidents

not stylistic preferences or theoretical concerns.

- [ ] All six defect categories (logical

resource

- [ ] State machine analysis covers all defined states

transitions

- [ ] Each finding includes severity

location

Data

- Impact: Blast radius

data integrity consequences

Before finalizing

verify:

- Description: Technical explanation of the bug risk

failure mode

- Priority: Critical

high

- Methodology: Static analysis

trace-based reasoning

- Any prior incidents

known fragile areas