@leostehlik

autoresearch-loop enforces a bounded, approval-gated iteration cycle for measurable optimization, with atomic changes, verification checkpoints, guard rails against regression, and explicit escalation rules when progress stalls.

visual-dna extracts design systems from references into structured json, then generates faithful ui implementations. covers analysis, generation, and schema inspection across color, typography, spacing, and visual effects.

code-decoded generates a self-contained html course from a codebase, pairing real source snippets with explanations for onboarding or stakeholder walkthroughs. execution requires external design and html spec references not included here.

Draft or review writing to avoid structural AI tells and preserve a rough human voice.

Write precise execution briefs for agents, cron jobs, reviewers, researchers, and delegated coding tasks.