Implementation

Tool: feature-implement Model: Advanced

Trigger & Intent

Triggered by: design or meta-routing when a clear specification is present.

Intent: Writes deterministic, dependency-aware code with immediate test-driven guardrails.

Resource Pooling

Capability profile: implement — requires code_analysis + structured_output, prefers cost_sensitive, fast_draft fallback, fan-out 2.

Required Skills

Skill	Role
req-analysis	Requirements decomposition
qual-code-analysis	Static analysis and code quality gates
arch-system	Architecture compliance verification

Input Schema

{
  specification: string;
  constraints: string[];
}

Decisions & Throw-Backs

Drafts code, generates an AST-level test suite.

• If tests pass → push to Review
• If tests fail → silent auto-loop (throw-back) 3× before failing and invoking Resilient-Adapt

Success Chains

On successful completion chains to: testing · review

FSM — Institutionalization of innovation

stateDiagram-v2
    [*] --> CodeDraft
    CodeDraft --> TestDrivenExperimentation
    TestDrivenExperimentation --> CIPassLocal
    CIPassLocal --> ReplicationAcrossSuite

    ReplicationAcrossSuite --> TestVariation
    TestVariation --> NaturalSelection
    NaturalSelection --> PatternStandardization
    PatternStandardization --> ArchitectureEmbedding
    ArchitectureEmbedding --> ShippedFeature

    ShippedFeature --> DependencyRigidity
    DependencyRigidity --> RefactorPressure
    RefactorPressure --> CodeDraft

    ShippedFeature --> [*]: feature stabilized in codebase

Execution Sequence

sequenceDiagram
    participant Orchestrator
    participant Pool (Analytical)
    participant Pool (Mechanical)
    participant Tool (Context)

    Orchestrator->>Pool (Analytical): Allocate Capability Profile
    activate Pool (Analytical)
    Pool (Analytical)->>Tool (Context): Issue Tool Calls (Parallel)
    Tool (Context)-->>Pool (Analytical): Return Data

    alt Shallow Loop
        Pool (Analytical)->>Pool (Analytical): Auto-correct Schema
    else Medium Loop
        Pool (Analytical)->>Pool (Mechanical): Delegate Fixes
    end

    Pool (Analytical)-->>Orchestrator: Synthesis Gate
    deactivate Pool (Analytical)

    opt Deep Loop
        Orchestrator->>Orchestrator: Complete Throw-back to Prior Stage
    end