Design at the Speed of Adjectives — Paul Bakaus, Renaissance Geek, Inc.
Impeccable turns design words such as “bolder” into concrete agent instructions. The useful pattern is to encode judgment in skills while keeping the builder responsible for direction and final polish.
Impeccable is a design skill for coding harnesses including Claude Code, Copilot, Cursor, and Codex. It assigns operational meaning to commands such as **bolder**, **quieter**, **distill**, and **harden**, rather than leaving the model to interpret a vague adjective.
Build design skills around a real workflow and define what each command changes or preserves. Use this middle layer to steer hierarchy, density, responsiveness, and polish while retaining direct control over exploration and final decisions.
Impeccable is a design skill for coding harnesses including Claude Code, Copilot, Cursor, and Codex. It assigns operational meaning to commands such as **bolder**, **quieter**, **distill**, and **harden**, rather than leaving the model to interpret a vague adjective. Build design skills around a real workflow and define what each command changes or preserves. Use this middle layer to steer hierarchy, density, responsiveness, and polish while retaining direct control over exploration and final decisions. The author argues that design cannot currently be one-shotted and estimates humans still handle the final **5–20%** from good to great. The demonstrated comparison was illustrative rather than a controlled evaluation, and Impeccable intentionally has no automatic mode.
Impeccable narrows the role of design skills to a human-directed editing vocabulary: commands such as “bolder” or “distill” become defined transformations with explicit invariants. This complements persistent brand context and broader taste guidance by governing iterative refinement, not automatic design. Its illustrative comparison and acknowledged final human pass leave quality dependent on operator judgment rather than demonstrating a general improvement.