stSean Tosello
06

Agentic Governance and Execution Framework

Execution-layer governance architecture for AI coding agents with deterministic routing, mandatory runtime gates, and a planned CLI bootstrap.

agentic-aigovernanceorchestrationclideveloper-toolingautomation

Designed a governance-first orchestration architecture for agentic software execution. The system separates intent classification, planning, gate-controlled execution, and audit persistence into explicit control layers. It enforces deterministic task routing, plan-first implementation, and per-item completion loops to reduce drift and scope creep. Defined a Schema Evolution Protocol (SEP) to govern framework-level changes separately from product feature work, and drafted a CLI bootstrap specification to initialize, validate, test, and upgrade the framework across repositories.

StatusActive
RoleBuilder / Architect
Stack
Prompt ArchitectureMarkdownAgentic Workflow DesignGovernance Gate DesignCLI Product Specification
// project · governance · execution framework

Agentic Governance & Execution Framework

policy governs · gates decide · workers execute within bounds
Markdown-native task contracts & module specs
Python reference implementation · conformance tests
CLI v1.0.0 · init · validate · test-routing · upgrade · reset
runtime-agnostic at the agent layer
NOT A CHATBOT LOOPGovernance-gated pipeline.Discrete entry · audit output.RUNTIME-AGNOSTICClaude Code · Cowork · CopilotChatGPT · manual pasteUser Requestraw input · domain override · contextDomain Classifierfires EXACTLY ONCE · deterministicRouterselects single task flowTask ContractMARKDOWN · execution rules · acceptance criteriaPlanPLAN-FIRST · structured approach · scope boundingGate DecisionsPlanReview · ScopeDeviation · UnclearBehaviorExecution WorkerBOUNDED WORK ITEM · per-item loopVerificationCOMPLETION CHECKS · before loop exitSEPSchema Evolution ProtocolADR Loggate outcomes preservedConformance Testsvalidates lifecycle behaviorPython Reference Impl.canonical runtimeCLI Bootstrap · v1.0.0init · validate · test-routing · upgrade · reset01 · USER INTENT02 · CLASSIFICATION03 · PLANNING04 · GATE05 · EXECUTION06 · GOVERNANCE EVOLUTION07 · PERSISTENCE & AUDIT08 · DISTRIBUTION
Primary execution path
Governance · gate · SEP
Gate revise / escalate
Validation & distribution
Optional reclassify
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Interactive architecture diagram — click nodes for details
Private