research
Installation
SKILL.md
Contains Hooks
This skill uses Claude hooks which can execute code automatically in response to events. Review carefully before installing.
Deep Research
General-purpose deep research with multi-source synthesis, confidence scoring, and anti-hallucination verification. Adopts SOTA patterns from OpenAI Deep Research (multi-agent triage pipeline), Google Gemini Deep Research (user-reviewable plans), STORM (perspective-guided conversations), Perplexity (source confidence ratings), and LangChain ODR (supervisor-researcher with reflection).
Vocabulary
| Term | Definition |
|---|---|
| query | The user's research question or topic; the unit of investigation |
| claim | A discrete assertion to be verified; extracted from sources or user input |
| source | A specific origin of information: URL, document, database record, or API response |
| evidence | A source-backed datum supporting or contradicting a claim; always has provenance |
| provenance | The chain from evidence to source: tool used, URL, access timestamp, excerpt |
| confidence | Score 0.0-1.0 per claim; based on evidence strength and cross-validation |
| cross-validation | Verifying a claim across 2+ independent sources; the core anti-hallucination mechanism |
| triangulation | Confirming a finding using 3+ methodologically diverse sources |
| contradiction | When two credible sources assert incompatible claims; must be surfaced explicitly |
| synthesis | The final research product: not a summary but a novel integration of evidence with analysis |
| journal | The saved markdown record of a research session, stored in `~/.{gemini |
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