Add three sections to bring README depth closer to marketplace standard (was 206 lines, smallest in marketplace; now 298): - "Why this exists" — names the convergent-middle-ground problem in Claude Design, cites Anthropic's frontend-aesthetics cookbook as primary source, explains the five-layer prompt scaffold and the plugin's interactive role - "Workflow example: from idea to prompt" — realistic 8-phase walkthrough against the slides preset (Q1 results all-hands deck), including a ~30-line sample prompt block showing what Phase 6 actually delivers - "Recent versions" — v0.1.0 summary + CHANGELOG.md pointer + v1.0 readiness criteria pointer to REMEMBER.md No feature changes; pure docs polish. verify.sh passes 41/0/1 (the 1 warn is the expected SC1 dogfood-missing advisory until operator runs first real Claude Design session). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
24 KiB
Claude Design Facilitator
End-to-end facilitator for prompting Claude Design (
claude.ai/design). Walks the operator from raw idea through intent-preset selection, audience and destination clarification, DESIGN.md anchor, five-layer prompt drafting, copy-paste delivery, iteration coaching, and ship-readiness handoff. Cites Anthropic primary sources inline. Recommends Anthropic's officialknowledge-work-plugins/designas the downstream post-design tool.
Solo-maintained, fork-and-own. This plugin is a starting point, not a vendor product. Issues are welcome as signals; pull requests are not accepted. See GOVERNANCE.md for the full model and what upstream provides.
AI-generated: all content produced by Claude Code through dialog-driven development. Full disclosure →
A Claude Code plugin that ships one skill (claude-design-facilitator) plus a reference tree for prompting Anthropic's claude.ai/design workspace. The skill auto-fires on natural-language triggers, walks the operator through an eight-phase facilitation flow, and produces a copy-paste-ready prompt grounded in Anthropic's verbatim Goal / Layout / Content / Audience framework and the four published per-preset prompt patterns. Output is the prompt — the artifact gets built in Claude Design.
Why this exists
Claude Design has a strong gravitational pull toward convergent middle-ground output. A one-line prompt like "make me a slide deck for Q1 results" reliably produces what Anthropic's own cookbook for prompting frontend aesthetics names as the failure mode: Inter or Roboto typography, white-to-purple gradients, evenly-spaced cards, cramped layouts that read as AI-generated. The convergence is not random — it is what the model defaults to when prompts are underspecified.
The fix is in the prompt itself, not in the artifact. Anthropic publishes a five-layer prompt scaffold across three primary sources — the Goal / Layout / Content / Audience framework in the Claude Design launch post and Get started article, the DESIGN.md anchor in the design system article, and the AI-slop avoid-list plus cultural-reference anchoring in the aesthetics cookbook. Assembling a prompt that actually uses all five layers, with the right per-preset pattern, in the right order, takes deliberate scaffolding most operators do not do unprompted.
This plugin does the scaffolding interactively. The claude-design-facilitator skill walks the operator through eight phases, surfaces the questions that produce a workable Goal / Layout / Content / Audience answer, anchors on DESIGN.md if one exists or extracts one if not, composes the five layers in the right order, and outputs a copy-paste prompt the operator pastes into claude.ai/design. The artifact gets built in Claude Design; this plugin produces the prompt.
The output is honest about what it is. Every authoritative claim cites an Anthropic primary source inline. Community patterns are labelled and attributed. The frontier-design preset is flagged Experimental rather than dressed up as canonical. The plugin recommends Anthropic's official knowledge-work-plugins/design for everything that happens after the artifact is generated — there is zero command overlap by design.
Scope and complementarity
This plugin covers the pre-design and during-design lifecycle for claude.ai/design: idea → intent-preset selection → prompt engineering → copy-paste delivery → iteration coaching → ship-readiness check.
For post-design work — critique, accessibility audit, UX copy review, research synthesis, design-system audit, engineering handoff guidance — install Anthropic's official plugin:
claude plugins add knowledge-work-plugins/design
Anthropic's plugin operates on existing artifacts (Figma URLs, screenshots, copy snippets) and ships six slash-commands: /critique, /accessibility, /ux-copy, /research-synthesis, /design-system, /handoff. There is zero command overlap with this plugin and complementary lifecycle coverage — the two plugins are designed to be installed together. See skills/claude-design-facilitator/references/04-handoff-and-scope.md for the full coverage map.
What this plugin is NOT
By design, this plugin does not:
- Drive the browser. No automation of
claude.ai/designitself; you copy and paste the prompts the skill produces. - Generate the artifact code. Claude Design is the artifact generator. This plugin produces prompts that go into Claude Design.
- Store artifact history or version artifacts. Claude Design has no version-tree primitive and this plugin does not invent one.
- Cover adjacent Anthropic surfaces. Classic Artifacts at
claude.ai, Live Artifacts in Claude Cowork, custom visuals embedded in a chat reply are out of scope — see skills/claude-design-facilitator/references/00-what-claude-design-is-and-isnt.md for the disambiguation reference. - Duplicate Anthropic's
knowledge-work-plugins/designplugin. No/critique, no/accessibility, no/ux-copy, no/research-synthesis, no/design-system, no/handoff. The post-design lane belongs to Anthropic's plugin.
tests/validate-plugin.sh enforces the forbidden-command-name list mechanically.
Installation
Add the marketplace once, then install the plugin:
claude plugins marketplace add ktg-plugin-marketplace https://git.fromaitochitta.com/open/ktg-plugin-marketplace
In Claude Code:
/plugin install claude-design@ktg-plugin-marketplace
Or enable directly in ~/.claude/settings.json:
{
"enabledPlugins": {
"claude-design@ktg-plugin-marketplace": true
}
}
The skill auto-discovers; no further configuration needed.
What you can do with it
The skill claude-design-facilitator walks the operator through eight phases. The phases are scoping + grounding (1–4), drafting + delivery (5–6), and iteration + ship-readiness (7–8).
| Phase | What happens |
|---|---|
| 1. Disambiguate the surface | Confirm claude.ai/design is the intended surface, not classic Artifacts, Live Artifacts, custom chat visuals, or knowledge-work-plugins/design. Read references/00 when signals are mixed. |
| 2. Name the intent preset | Pick one of eight Claude Design presets: designs, prototypes, slides, one-pagers, wireframes-mockups, pitch-decks, marketing-collateral, frontier-design. The per-preset reference file shapes the prompt pattern. Evidence-grade labels are surfaced. |
| 3. Audience and destination | Capture audience (internal team / external stakeholder / investor / customer) and destination (PDF / PPTX / HTML / Canva / Code-handoff / share-link). Flag PPTX-export traps for pitch-decks early. |
| 4. Anchor on DESIGN.md | Read references/02. If the operator has no DESIGN.md, point at the copy-paste brand-to-DESIGN.md extractor prompt. |
| 5. Draft the prompt | Compose layers 1–5 from references/01: Anthropic's verbatim Goal / Layout / Content / Audience framework + start-simple-layer-complexity + concrete-alternative-spec + propose-options-before-building + AI-slop negative constraints + four design dimensions + four grading criteria + the per-preset pattern. |
| 6. Deliver | Output a single copy-paste-ready fenced markdown code block. Add a one-line caption and three to five expected follow-up turns. |
| 7. Iteration coaching | Read references/03. Coach which surface to use next — Tweak panel (zero-token, surgical), inline comments (component-scoped), or chat (full regen). Session-break heuristics + recovery prompt library when iteration gets stuck. |
| 8. Ship-readiness | Run the export validation checklist. If shipping to engineering, confirm the Design → Code handoff bundle is complete. Recommend installing knowledge-work-plugins/design for downstream critique / accessibility / handoff. |
The skill auto-fires on natural-language triggers like "I want to build a dashboard in Claude Design", "help me prompt claude.ai/design", "iterate on my Claude Design artifact". The full trigger list is in skills/claude-design-facilitator/.triggers.txt and tests/test-skill-triggers.sh validates each phrase appears in the skill description.
Explicit invocation works too: the skill registers as the slash command /claude-design-facilitator for when the operator wants to start a clean facilitation session.
Workflow example: from idea to prompt
A realistic session against the slides preset — Q1 results deck for an internal engineering all-hands.
Operator: "I want to build a Q1 results slide deck for the engineering team in Claude Design."
The skill auto-fires (the phrase matches .triggers.txt). It walks the eight phases:
Phase 1 — Disambiguate the surface. The skill confirms claude.ai/design is the intended surface, not classic Artifacts or Live Artifacts. The operator confirms.
Phase 2 — Name the intent preset. Slide deck → slides preset. The skill notes this is one of three Anthropic-documented presets (evidence-grade label surfaced from .coverage.md). It opens references/presets/slides.md and surfaces the five canonical Anthropic patterns (Q1 results, executive roadmap, customer-prep briefing, partner proposal, all-hands announcement). The operator picks pattern 1.
Phase 3 — Audience and destination. Internal engineering team; deck stays in HTML preview during the meeting, optional PPTX export to share with adjacent leads afterward. The skill flags the PPTX-export trap from references/presets/slides.md section (e): fonts substitute, master slides drop, charts may flatten to images. If a brand-compliant PPTX template exists, upload it to Claude Design as a project asset before prompting — Claude reads the slide master, layouts, fonts, and colour scheme and respects them (PowerPoint-mode article).
Phase 4 — Anchor on DESIGN.md. The operator has no DESIGN.md yet. The skill points at the brand-to-DESIGN.md extractor prompt in references/02-design-md.md: paste a brand-guidelines URL or PDF into Claude.ai, get back a DESIGN.md filling the nine canonical sections (typography, colour, spacing, layout primitives, motion, voice, imagery, density, accessibility). The operator runs the extractor against the company's brand site, gets a DESIGN.md, drops it into the Claude Design project assets.
Phase 5 — Draft the prompt. The skill composes the five layers from references/01-prompt-fundamentals.md: Goal / Layout / Content / Audience (Layer 1) → start-simple-layer-complexity (Layer 2) → concrete-alternative-spec (Layer 3) → AI-slop negative constraints (Layer 4) → per-preset pattern from presets/slides.md (Layer 5). The skill produces a single copy-paste fenced block. The operator inspects it, optionally edits the Goal sentence, then proceeds.
Phase 6 — Deliver. The skill outputs the prompt block. The structure of a realistic delivery for this scenario looks like:
**Goal:** Communicate Q1 engineering results to the all-hands —
where we started, what changed, what we shipped, what we learned,
what's next for Q2. The deck should land as confident but honest:
real numbers, named risks, no victory-lap framing. Audience is
~80 engineers across three teams. Density should be high enough
to skim later, low enough to follow live.
**Layout:** 10–12 slides, slide-by-slide:
1. Title + Q1 in one sentence
2. The three things we shipped (one per row, screenshot + metric)
3. The two things that slipped (named honestly, with the why)
4. Hiring update (count + retention)
5. Reliability (incident count, MTTR trend)
6. Customer signal (NPS + 2 verbatim quotes)
7. Engineering health (PR throughput, review latency)
8. The big bet for Q2 (one slide, named)
9. Risks for Q2 (3 bullets, ranked)
10. Asks from the all-hands (1–3 specific asks)
11. Q&A placeholder
**Content:** Use the metrics in DESIGN.md's `tone` section — direct,
specific, no marketing voice. Numbers are placeholder; I'll edit
before the meeting.
**Audience:** Internal engineering all-hands, 80 people, ICs through
EM/Director level. They want to know: did we ship what we said, what
broke, what's next, can I help.
**Avoid:** Inter or Roboto, white-to-purple gradients, evenly-spaced
generic card layouts, "exciting Q1!" framing, congratulatory tone,
stock-photo gradients, generic icon library defaults.
**Anchor:** Match the DESIGN.md uploaded as a project asset. If our
brand voice reads as understated technical, push the deck that way —
not the convergent SaaS-marketing deck aesthetic.
**Reference:** Treat this as the Q1 results pattern from
https://claude.com/resources/tutorials/using-claude-design-for-presentations-and-slide-decks
(pattern 1), with the Layout above overriding the tutorial's slide count.
That block is what gets pasted into claude.ai/design. The skill also surfaces three to five expected follow-up turns (e.g., "the headline slide is too marketing, push it more technical", "slide 5 reliability — show the MTTR trend as a sparkline, not a bar chart") so the operator knows what iteration looks like before starting.
Phase 7 — Iteration coaching. Once Claude Design produces the first version, the skill points the operator at the Tweak → Comment → Chat cascade in references/03-iteration-and-session.md: Tweak panel for surgical zero-token edits (spacing, font size, colour), inline comments for component-scoped changes (rewrite slide 5), full chat regeneration as a last resort. Plus the session-break heuristic (after 4 substantive screens, start a fresh session with a verbal save-pattern carrying state forward) and the recovery prompt library when iteration gets stuck.
Phase 8 — Ship-readiness. Before the all-hands, the skill runs the export validation checklist for the chosen destination (HTML preview → keep in Claude Design; PPTX → check fonts and master, charts may flatten). If the deck is being handed off to engineering for any reason, it recommends installing knowledge-work-plugins/design for /critique, /accessibility, and /handoff — the post-design lane.
The full output of the session is a single fenced markdown block (Phase 6) plus a short follow-up-turns list and an iteration-coaching pointer. That is the entire user-facing deliverable.
Skill surface
| Skill | Triggers | Output |
|---|---|---|
claude-design-facilitator |
12 natural-language phrases (full list in .triggers.txt); also explicit /claude-design-facilitator slash command |
A copy-paste-ready Claude Design prompt block composed from the five-layer stack and the per-preset pattern, with follow-up-turn expectations |
No commands, no agents, no hooks, no MCP servers at v0.1. The single skill is the entire user-facing surface.
Reference content map
The plugin ships 13 reference files in skills/claude-design-facilitator/references/:
Foundation references (5):
00-what-claude-design-is-and-isnt.md— Surface disambiguation against Artifacts, Live Artifacts, custom chat visuals, and Anthropic'sknowledge-work-plugins/design.01-prompt-fundamentals.md— The five-layer prompt stack: GLCA framework + start-simple-layer-complexity + concrete-alternative-spec + propose-options + AI-slop negative constraints + four design dimensions + four grading criteria. Anchored on four Anthropic primary sources.02-design-md.md— DESIGN.md 9-section canonical structure + brand-to-DESIGN.md extractor prompt + failure modes.03-iteration-and-session.md— Tweak / Comment / Chat cascade, session economics, 4-screen inflection, recovery prompt library (break-default-aesthetic, fix-the-system, edit-previous-message, 3-failed-comment escalation, model downshift, verbal save-pattern).04-handoff-and-scope.md— Design → Code one-way handoff, bundle contents, lifecycle-stage coverage map vs Anthropic'sknowledge-work-plugins/design, downstream tool recommendation.
Per-preset references (8):
presets/designs.md— Anthropic-documented + community-validatedpresets/prototypes.md— Anthropic-documented + community-validatedpresets/slides.md— Anthropic-documented + community-validatedpresets/one-pagers.md— Community-onlypresets/wireframes-mockups.md— Community-onlypresets/pitch-decks.md— Community-only (with explicit PPTX-export caveat)presets/marketing-collateral.md— Community-onlypresets/frontier-design.md— Experimental — no validated practitioner pattern as of 2026-05-16
Per-preset coverage
The canonical coverage manifest is .coverage.md. Below mirrors that file.
| Preset | Evidence grade | Anthropic anchor |
|---|---|---|
| designs | Anthropic-documented + community-validated | launch post |
| prototypes | Anthropic-documented + community-validated | prototypes tutorial |
| slides | Anthropic-documented + community-validated | slides tutorial |
| one-pagers | Community-only | launch post |
| wireframes-mockups | Community-only | launch post |
| pitch-decks | Community-only (with PPTX-export caveat) | launch post |
| marketing-collateral | Community-only | launch post |
| frontier-design | Experimental — no validated practitioner pattern | launch post |
When Anthropic publishes per-preset guidance for a Community-only or Experimental preset, .coverage.md and the affected preset file refresh — re-research triggers are documented inline.
Verification
bash plugins/claude-design/verify.sh
Runs five test scripts under tests/ in dependency order:
| Script | Verifies |
|---|---|
validate-plugin.sh |
plugin.json + SKILL.md frontmatter + LICENSE + GOVERNANCE.md + README.md + CLAUDE.md + .coverage.md presence; forbidden-command-name scope-fence check; operator-private-context grep; Norwegian-leakage advisory |
test-skill-triggers.sh |
SKILL.md description >=400 chars; every phrase in .triggers.txt appears in SKILL.md |
test-sc2-artifact-coverage.sh |
Each preset in .coverage.md has >=1 file hit in plugin content |
test-sc3-citations.sh |
No unsourced-attribution placeholders (citation-stub markers, verification-flag markers, vague second-hand phrasing); each Authoritative-claims file has >=1 Anthropic-domain URL. The script enforces the exact patterns it bans — see the script source for the regex. |
test-sc1-dogfood-log.sh |
Format-check the operator dogfood log in REMEMBER.md (gitignored) — 5 fields well-formed |
Flags:
--strict— pass-through totest-sc1-dogfood-log.sh. Without--strict, missing dogfood block is advisory. With--strict, it is the release gate.--quick— skiptest-skill-triggers.shfor fast incremental runs.
Exit codes: 0 = all pass; non-zero = at least one sub-test failed.
Compatibility
| Requirement | Version |
|---|---|
| Claude Code | Recent versions with plugin support |
| Anthropic surface | claude.ai/design (Labs research preview launched 2026-04-17) |
| Platform | macOS, Linux, Windows |
| Network | None for the skill itself; the artifact-generation lives in claude.ai/design |
| Dependencies | None — no npm packages, no Python, no external tools. Bash 3.2 compatible for test scripts. |
Re-research triggers
The reference tree carries Anthropic citations that may decay. Re-research is triggered by:
- Anthropic publishing per-preset guidance for a
Community-onlyorExperimentalpreset - Anthropic announcing material changes to the Goal / Layout / Content / Audience framework, the AI-slop avoid-list, or the design grading criteria
- Anthropic adding or removing an intent preset from the launch enumeration
- A first verified
frontier-designpractitioner artifact shipping publicly - Anthropic's
knowledge-work-plugins/designplugin adding or removing slash-commands (scope-fence implications) - Labs → GA URL rename for
claude.ai/design
When a trigger fires, run bash verify.sh --strict after the update to confirm SC2 and SC3 still pass.
Recent versions
v0.1.0 — 2026-05-17. Initial public release. Single skill (claude-design-facilitator) with eight-phase facilitation flow, 12 natural-language trigger phrases, 13 reference files (5 foundation + 8 per-preset with evidence-grade labels), .coverage.md preset manifest plus Authoritative-claims registry, five verification scripts under tests/ enforcing structural integrity / scope fence / skill description quality / per-preset coverage / Anthropic-domain citation discipline / operator dogfood log format, top-level verify.sh roll-up with --strict and --quick flags, MIT license, GOVERNANCE.md fork-and-own model.
Full release history: CHANGELOG.md. The plugin follows Semantic Versioning. The path from v0.1 to v1.0 is dogfood-driven — see the plugin's REMEMBER.md for the v1.0 readiness criteria (multi-preset breadth, auto-fire validation in real natural-language requests, two consecutive dogfood sessions with zero critical patches).
License
MIT. Fork it, modify it, ship your own version under your own name.