hoyelam/hoyelam-stack
Adaptive engineering workflows with durable multi-unit orchestration, proportionate testing, runtime verification, checkpoints, comment discipline, and review layers.
Create a project-local, repeatable way to launch, drive, observe, and clean up the real application when a repository lacks reliable behavior verification.
Pause unfinished engineering work safely, preserving recoverable code and a precise state capsule without presenting the work as complete.
Audit a scoped diff or set of files for unnecessary comments, prove rare exceptions, remove accepted comment findings, and encode constraints in executable form when practical.
Select and run a proportionate root-cause-first workflow for non-trivial engineering tasks by inspecting available repository guidance, tests, builds, skills, and runtime tooling.
Investigate a request, defect, regression, or unfamiliar subsystem before implementation by locating the real code, tracing origin and callers, and producing an evidence-backed boundary.
Guide iOS and macOS implementation when a repository uses or is adopting Composable Architecture and Point-Free libraries, while preserving the project's existing architecture and test conventions.
Coordinate a project-scale engineering program that spans multiple independent units or sessions with durable state, explicit worker briefs, revision-bound verification, and resumable progress. Do not use for work one agent can finish directly.
Select the strongest relevant automated, build, and runtime evidence available to verify a code change proportionately to its behavior and risk.
Reconstruct the current state of prior work from in-scope task history, repository evidence, and live state before resuming or making a related change.
Turn repeated lessons, user corrections, and reusable verification discoveries from completed work into evidence-backed improvements to the engineering workflow.
Perform an extensive evidence-backed review of a scoped implementation, verify findings, fix every accepted in-scope issue, and rerun affected checks before completion.
Verify iOS and macOS changes through focused and full tests, production-representative builds, Simulator or app interaction, logs, screenshots, and independent runtime evidence.
Verify Electron changes across main, preload, renderer, and native surfaces with automated tests, packaged builds, Chrome DevTools Protocol evidence, and real desktop interaction.