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Roadmap

Near to medium-term roadmap.

Priority Topic Description
high System Token Counting (#2) Estimate system context tokens (primer/framework/visibility) before calls; per-tokenizer breakdowns.
high MIME Bundles for Events (#3) JSON-safe event serialization with MIME bundles for rich outputs; ready for UIs and observability.
med Contextual Primers (#1) Auto-assemble small guidance snippets based on registered capabilities; inject only when relevant.
low Local Registries (#4) Persist symbolic recipes so dynamically created agents can be reconstructed across process restarts.
low Faded Memory (#5) Deterministic context decay with re-rendering from Versioned state and on-demand detail refresh.

For live status and discussion, see the linked GitHub issues.