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Python rules for implementing CODEMANIFEST contracts

Verify each Cell's CODEMANIFEST against the implementation

Generate the final acceptance report with verdict

Defines the acceptance scope — the set of cells for a given functionality

Final acceptance orchestrator for contract-oriented workflows

Cell test coverage assessment for acceptance review

Validate cell-level usage files against actual implementation during acceptance

Materialize an architectural plan into the cells file structure

Assembling CODEMANIFEST and .usages per cell, with final approval

Distributing types across cells and defining cell boundaries

Project context exploration for the brainstorm pipeline

Writing annotations at all levels for a single cell in the brainstorm contracts pipeline

Designing usages and annotations per cell for the brainstorm pipeline

Designing cell-level consumer usage files for a single cell in the brainstorm contracts pipeline

Connecting header Usages for a single cell in the brainstorm contracts pipeline

Input collection and normalization for the brainstorm pipeline

Assembly of the architecture plan document

Verification of the assembled architecture plan against the DSL

Primary analysis of concepts, dark zones, and risks for the brainstorm pipeline

Pipeline orchestrator for brainstorming the cells architecture

Per-type detailing (methods, properties, signatures) for the brainstorm pipeline

Type map (Entity/Routine skeleton) for the brainstorm pipeline

C++ CODEMANIFEST contract implementation rules

Golang rules for implementing CODEMANIFEST contracts

JavaScript CODEMANIFEST contract implementation rules

Kotlin rules for implementing CODEMANIFEST contracts

DSL specification for cell structure and CODEMANIFEST files

Swift CODEMANIFEST contract implementation rules

Creation and modification of cells by architecture plan

Preventing unsafe changes

Semantic drift detection after implementation

Minimal safe implementation changes per plan

Evidence-driven root cause investigation

Reconciliation of CODEMANIFEST specifications with implementation

Safe specification-governed change planning

Generation of the final change execution report

Resolving the minimal semantic scope of changes

Specification-governed maintenance workflow orchestrator

Test Coverage Validation and Behavioral Testing

Semantic behavior reconstruction via tracing