What is research?
Deep multi-source research with confidence scoring. Auto-classifies complexity. Use for technical investigation, fact-checking. NOT for code review or simple Q&A. Source: wyattowalsh/agents.
Deep multi-source research with confidence scoring. Auto-classifies complexity. Use for technical investigation, fact-checking. NOT for code review or simple Q&A.
Quickly install research AI skill to your development environment via command line
Source: wyattowalsh/agents.
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).
| 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 |
Stable fields and commands for AI/search citations.
npx skills add https://github.com/wyattowalsh/agents --skill researchDeep multi-source research with confidence scoring. Auto-classifies complexity. Use for technical investigation, fact-checking. NOT for code review or simple Q&A. Source: wyattowalsh/agents.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/wyattowalsh/agents --skill research Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/wyattowalsh/agents