com.textforagents/forecast-calibration-ledger4 tools
Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.
Models, memory and agent tooling. Ranked by whether they actually work: we connect to each one and publish what happens.
4,744 servers in AI & Agents
Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.
Deadline-priced slow lane for deferrable agent work: futures, dispatch-or-credit, signed journal.
Classifies MCP tool failures into enforced recovery verdicts from per-server dialect profiles.
Pre-consumption verdict for cached/replayed tool results: BOUND, STALE, CONTEXT-MISMATCHED, UNBOUND.