cyberneticlibrary

Auto-optimize code by measurable metrics

autoresearch-agentskillsetup L317,464
alirezarezvani/claude-skills
What it does

Recursively search and synthesize information into reports

Best for

When you need multi-source fact-checked research with explicit citations and adversarial verification.

Inputs
  • · Research question
  • · Query expansion rules
Outputs
  • · Markdown report with citations
  • · Evidence tree
Requires
  • · Web search
  • · Fetch tool
  • · LLM synthesis
Preconditions

Research question is scoped; web access available

Failure modes
  • · Circular references or hallucinated sources
  • · Over-expansion of query space
  • · Missing contradiction detection
Trust signals
  • · Evidence-gathering and contradiction-detection phases separated
  • · Citation format enforced
  • · Query expansion logged