Web3 & Protocol Ops

Citadel Governance Copilot

Governance proposal analysis agent integrating AI reasoning with on-chain treasury state.

Citadel gives delegates concise, sourced briefs on each proposal - tying natural-language analysis to treasury balances and spending authority read from subgraphs.

Technology stack

Technology stack

  • Python
  • TypeScript
  • Claude
  • LangGraph
  • The Graph

Representative technologies from the delivery-not an exhaustive inventory of every dependency or internal tool.

Challenge

Delegates lacked time to read full forums; mis-summary risk had to be bounded with citations to forum posts and on-chain state.

Approach

TypeScript ingestion workers, LangGraph for multi-step retrieval, Claude for drafting, The Graph for treasury and vote data, and evaluation sets built from historical proposals.

Outcome

Placeholder programme narrative - verify before publish. Headline metric stated for diligence review only.