Agent
Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
7 tagged context compression, measured the same way as everything else here.
Agent
Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
Agent
Runs hybrid retrieval with strict FTS-first policy, BM25 lexical ranking, vector merge, and top 3-5 reranking for token-efficient context selection.
Agent
Preprocesses large corpora by removing low-signal noise and creating overlap-aware chunks for retrieval indexing.
Agent
Deep pattern analysis agent. Invoke when the human wants to understand what their session history reveals about their project, their patterns, or their working style. Goes beyond surface patterns to surface architectural insights, decision drift, and velocity signals. Apply the DuCrest Lock Methodology: find the…
Agent
Specialized agent for deep SYMB2 data audits before major operations, deployments, refactors, or project handoffs. Surfaces everything. Hides nothing. Respects the human's final decision.
Agent Claude Code
Takes a validated research brief and decomposes it into compressed, verified sub-briefs for each execution agent. Runs with a fresh context — no research history.