Code Orchestratorv0.1.0

A backend team needs to reorganize a fast-growing monolith into services. The orchestrator routes through code-explore to map dependencies, code-architect to plan the split, code-refactor to extract modules, and shell-safe-exec to run tests after each extraction. This prevents behavior regressions while keeping the refactor incremental.

A security team discovers credential leaks, missing input validation, and overly permissive roles before an audit. The orchestrator selects code-explore, code-security, code-write, and shell-safe-exec to find, fix, and verify each issue. The final output documents exact remediation stages and proof of execution.

New engineers receive unfamiliar bugs in a legacy codebase. The orchestrator first explores the code path, then runs code-debug for root cause, then code-write for the minimal fix, and shell-safe-exec for testing. This creates a repeatable learning workflow instead of blind code changes.

Before a production release, the team needs clean branches, protected history, and validated builds. The orchestrator routes to code-explore for a final review, git-discipline for commit and branch handling, and shell-safe-exec for build and test execution. It ensures release steps stop at the correct boundary before deployment.

A product team building healthcare features must add functionality with traceable risk assessment. The orchestrator sequences code-explore, code-architect, code-write, code-security, and shell-safe-exec. The generated output explains why each skill was selected, supporting internal review and audit.

Offer the orchestrator as a paid layer inside an IDE or CI platform, bundling routing and local safe execution for engineering teams. Customers pay per seat or per active repository to reduce task sprawl and enforce consistent workflows. The value comes from faster multi-step task completion without hiring more senior engineers.

Sell the orchestrator to regulated enterprises that need auditable, minimal-step coding workflows. Organizations license it to enforce security review, refactor discipline, and git hygiene across all repositories. Compliance and risk reduction justify higher contract values than generic coding assistants.

Deliver the orchestrator as part of a managed service where experts configure skill routing for specific client codebases. The provider maintains reference workflows, routing examples, and safety rules, then charges for ongoing optimization. This suits teams without internal platform engineering capacity.