Module toolbox Future

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Toolbox Module - Future Enhancements

Scope

• hardening and refinement of toolbox runtime behavior
• deterministic reliability improvements for orchestration/bridge/helper paths
• migration from proxy-only to dedicated toolbox benchmark coverage

Design Constraints

• toolbox contracts remain backward compatible within major release line.
• extraction and bridge outcomes remain explicit and deterministic.
• degraded registry and helper paths remain observable and non-silent.
• future performance governance must prefer direct toolbox suites over adjacent proxies.

Required Interfaces

Interface	Requirement
orchestration interfaces	deterministic extraction lifecycle behavior
bridge interfaces	stable content-to-toolbox result contracts
registry interfaces	explicit initialization and reset semantics
helper interfaces	bounded text processing and routing behavior

Implementation Notes

• tighten parity between extraction metrics and content bridge diagnostics.
• standardize incident taxonomy for registry, streaming, and helper classes.
• add dedicated benchmark suites for toolbox-native workloads.
• retain proxy mappings only until direct benchmark coverage is available.

Test Strategy

• unit and integration suites for builder, registry, bridge, and helper behavior.
• regressions for soft-fail extraction, streaming, and composite-routing edge cases.
• deterministic stress runs for toolbox-adjacent extraction workloads.
• release-profile benchmark runs for current proxy mappings and future direct suites.

Performance Targets

• toolbox-adjacent hot paths remain inside regression budgets.
• extraction and text-processing-sensitive operations remain stable at p95/p99 envelopes.
• proxy mappings are replaced by direct toolbox benchmarks as soon as those suites exist.

Security / Reliability

• maintain strict bounded behavior for bootstrap and extraction transitions.
• preserve explicit failure signaling for bridge, registry, and helper faults.
• enforce predictable degradation under synchronous streaming and mixed-content load.
• keep diagnostics actionable for production toolbox incidents.

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