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// Skill profile

Design Engineering

name: design-engineering

by bloodandeath · published 2026-04-01

图像生成数据处理
Total installs
0
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Last updated
2026-04
// Install command
$ claw add gh:bloodandeath/bloodandeath-keats-design-engineering
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// Full documentation

---

name: design-engineering

description: Orchestrate iterative design and frontend engineering work through research, planning, sub-agent execution, and validation loops. Use when a visual/UI task requires multiple iterations, when the first implementation needs refinement based on feedback, when choosing between competing technical approaches (Canvas vs SVG vs CSS), or when coordinating sub-agents on design-heavy work. Covers animation architecture decisions, progressive enhancement patterns, performance-aware rendering choices, and the research→plan→execute→validate workflow. Complements frontend-design (which handles aesthetics) by adding engineering discipline, iteration management, and technical decision-making.

---

# Design Engineering

Orchestrate design-heavy frontend work that requires iteration, technical decisions, and validation. This skill is about the *process* — how to research, plan, build, validate, and refine — not the aesthetics (use `frontend-design` for that).

When to Use

  • Visual work that will take multiple iterations to get right
  • Choosing between technical approaches (Canvas vs SVG vs CSS, etc.)
  • Coordinating sub-agents on parallel design/engineering tasks
  • Refining an implementation based on user feedback
  • Any frontend work where "build it and ship" isn't enough
  • The Iteration Loop

    Every design-engineering task follows this cycle:

    Research → Plan → Approve → Execute → Validate → Feedback → Refine

    1. Research Phase

    Before touching code, understand the problem space. Spawn 2-3 research sub-agents in parallel with different lenses:

  • **Inspiration/reference** — find examples of what we're trying to achieve
  • **Technical approaches** — what tools/techniques solve this class of problem
  • **Constraints** — performance, browser support, accessibility, progressive enhancement
  • Research agents should write findings to files (not just return chat results) so they survive session compaction. Use `research/` or `projects/*/research/` directories.

    2. Plan Phase

    Synthesize research into a concrete plan. Present to user for approval before executing. The plan should include:

  • Architecture decision with rationale (not just "use X" but "use X because Y fails at Z")
  • Layer/component breakdown
  • What gets removed, what gets added, what stays
  • Pre-mortem: "what would cause this to fail?"
  • Estimated sub-agent tasks
  • 3. Execute Phase

    Dispatch sub-agents with focused, context-minimal tasks. Key rules in `references/subagent-patterns.md`.

    4. Validate Phase

    After sub-agents complete, the orchestrator MUST validate. Build check is necessary but not sufficient. Check integration points — see `references/validation-checklist.md`.

    5. Feedback → Refine

    Ship to user for review. Expect 2-5 iterations on visual work. Each iteration:

    1. Screenshot the live result (use Playwright if available)

    2. Identify specific issues from feedback

    3. Make targeted fixes (don't rebuild from scratch each time)

    4. Validate and redeploy

    Technical Decision Framework

    When choosing between rendering approaches, read `references/rendering-decisions.md`. Quick heuristic:

    | Need | Use |

    |------|-----|

    | Static decorative pattern | CSS `background-image` with SVG data URI |

    | <100 authored animated elements | Inline SVG + CSS animations |

    | Procedural generation, >100 elements, full-page coverage | Canvas 2D |

    | 3D, heavy particle systems, post-processing | Three.js/WebGL (last resort — heavy) |

    Progressive Enhancement Stack

    Every visual enhancement must degrade gracefully:

    1. CSS baseline (always works, no JS)

    2. JS-enhanced layer fades in on top

    3. `prefers-reduced-motion` → skip animations entirely

    4. Low-end device detection → reduce complexity

    5. Light/dark theme awareness

    Glass-Panel Pattern

    For content floating over animated backgrounds:

    .card {
      background: color-mix(in srgb, var(--bg-card) 50-60%, transparent);
      backdrop-filter: blur(8-12px);
      -webkit-backdrop-filter: blur(8-12px);
    }

    Lets animation show through while keeping text readable. Adjust blur and opacity based on background intensity.

    References

  • `references/subagent-patterns.md` — How to dispatch and validate sub-agent work
  • `references/validation-checklist.md` — Post-execution checks that catch integration bugs
  • `references/rendering-decisions.md` — Canvas vs SVG vs CSS decision guide with production lessons
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