mesh-avatar-studio
Turn one illustration into an animated 2D mesh avatar with a coding agent and a local editor
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A living framework for design engineers building web applications with humans and AI agents.
Build the application.
Improve the system that builds the next one.
Compound Design is a plugin of skills and specialist agents that structures design-engineering work as a loop — and, at the end of each pass, keeps the one thing worth keeping where the next pass will find it.
Craft is not a stage. It happens through specialists and decisions inside Model, Verify and Polish, and only when the work has a question that needs them. Nothing forces a small change through seven stages.檢視完整 README ↗A living framework for design engineers building web applications with humans and AI agents.
Build the application. Improve the system that builds the next one.
Compound Design is a plugin of skills and specialist agents that structures design-engineering work as a loop — and, at the end of each pass, keeps the one thing worth keeping where the next pass will find it.
Frame → Model → Build → Verify → Polish → Compound → (repeat, with better context)
Craft is not a stage. It happens through specialists and decisions inside Model, Verify and Polish, and only when the work has a question that needs them. Nothing forces a small change through seven stages.
| Release | v0.3.0-alpha.1 — Work System (candidate) |
| Stable evidence baseline | v0.2.1 |
| Evidence level | E1 — deterministic contracts |
| Runtime uplift | not measured |
| Paid benchmark runtime | never executed |
A candidate release means the architecture and the behaviour changed. It does not mean anything was shown to work better. Every claim in this repository stays inside what has actually been checked.
/plugin marketplace add DaniloAmaralUX/compoundmetrics
/plugin install compound-design@compound-design
Then, in any project:
/cd-setup
Codex and Cursor, plus local development, are covered in docs/install.md.
| Skill | Question it answers |
|---|---|
cd-frame | What are we actually solving? |
cd-model | How should the product behave? |
cd-build | Make it real. |
cd-verify | Did reality match intention? |
cd-polish | Is it deliberate? |
cd-compound | What deserves to survive this project? |
Around the loop: cd-strategy holds the project anchor that Frame and Model read; cd-compound-refresh keeps the learning store true, distinct and findable — including by deleting; cd-setup and cd-handoff handle configuration and continuity.
Specialists: cd-interface-review, cd-motion-review, cd-ai-interaction-review, cd-quality-gate, cd-resource-lab.
An agent never restates its skill's procedure; it points at it. That boundary is enforced by a deterministic test, not by convention.
Compound Design does not automate authorship. It routes, structures, checks and remembers. Human judgment stays at the decisions that carry taste or risk: what problem is worth solving, what a good interface feels like, what deserves to become a rule, and when the evidence is not good enough yet.
Three more boundaries, on purpose:
cd-compound writes a learning with the frontmatter defined in the discoverability contract, including the literal signals that will recur. cd-frame and cd-model run a bounded deterministic search before they ask anything, so a constraint paid for once is not paid for twice.
node compound-design/tools/cd.mjs discover --context "the checkout page throws InvalidAuthenticityToken after deploy"
The retrieval mechanism is tested without a model. Whether it makes anyone's decisions better is not measured, and is not claimed.
Compound Design measures two different things and never merges them:
A resource can be well built and unproven at the same time; that is the normal case here. Resources authored for this release entered the registry at E0 and reached E1 only by passing the deterministic contract suite. Nothing exceeds E1. The pre-registered controlled-runtime pilot in compound-design/quality/e2/ has never been executed, and its runtime command refuses to start without explicit paid-runtime authorisation.
Vendor adoption, model quality, popularity and official documentation are never evidence of anything about Compound Design.
skills/ 15 skills — the canonical implementation, read directly by every host
agents/ 6 specialists — thin dispatch definitions that point at their skill
.claude-plugin/ Claude Code manifest and marketplace
.codex-plugin/ Codex manifest
.cursor-plugin/ Cursor manifest and marketplace
.compound-design/ repository configuration (example tracked; local override gitignored)
docs/ project work memory: frames, plans, solutions, handoffs, guides
compound-design/ the framework's own infrastructure: quality, registry, learning, research, releases, tools
src/ this site
STRATEGY.md the project anchor
docs/ holds artifacts produced by using Compound Design. compound-design/ holds the evidence system of Compound Design. They are deliberately not the same tree.
Every check here is deterministic, offline, and never calls a model.
npm run cd:all # registry, contract suite, plugin, claim guard, self-tests
npm run cd:setup-check
npm run typecheck && npm run lint && npm run build
npm run site:check # the site: routes, links, factual literals, overflow at five widths, axe, keyboard
Compound Design is a composition and specialisation layer. Its architecture was studied from Every's Compound Engineering; its interface and motion heuristics were informed by the open-source skills of Jakub Krehel and Emil Kowalski; its AI-interaction gates are grounded in Microsoft HAX, Google PAIR and mixed-initiative interaction research. Upstream material is a source, never a runtime dependency: the installed plugin is self-contained and clones nothing.
Attribution and licences are in NOTICE and compound-design/SOURCES.md. No upstream author or vendor endorses Compound Design.