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AI 에이전트를 만들고 클라우드에서 실행합니다
AI 코딩 에이전트를 위한 아키텍처 계층
The architecture layer for AI coding agents. Describe your system; SkeletIQ designs it, critiques it, prices it, and hands it to Claude Code over MCP.
개발 도구TypeScript · JavaScriptGitHub @Sabhahith-Works온라인운영자 미확인
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1분 만에 확인하기Design in SkeletIQ, build with your coding agent. MCP server for the SkeletIQ architecture platform.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다.
README 전문 보기 ↗Design in SkeletIQ, build with your coding agent.
SkeletIQ turns a prompt into a critiqued system architecture — components, data stores,
connections, decisions, open questions — that you refine on a canvas and then release. This MCP
server hands that release to any MCP-capable coding agent: it orients from a brief written into
your repository's AGENTS.md, builds in a deterministic order, and reports back what it built.
Nothing to install — the server runs via npx.
You need a personal API token: in SkeletIQ, go to Settings → Agent access, create one, and copy it (it is shown once).
claude mcp add skeletiq \
--env SKELETIQ_API_KEY=skq_your_token_here \
-- npx -y @skeletiq/mcp
{
"mcp": {
"skeletiq": {
"type": "local",
"command": ["npx", "-y", "@skeletiq/mcp"],
"environment": { "SKELETIQ_API_KEY": "{env:SKELETIQ_API_KEY}" },
"timeout": 600000
}
}
}
The timeout matters. A generation runs for around 217 seconds typically and up to 450 at the
limit; opencode's default is far below that, and it will kill a perfectly healthy run.
Run npx -y @skeletiq/mcp over stdio with SKELETIQ_API_KEY in the environment.
| Variable | Required | Default | Notes |
|---|---|---|---|
SKELETIQ_API_KEY | yes | — | A personal API token, starting skq_. Not a browser session token. |
SKELETIQ_API_URL | no | https://api.skeletiq.com | For self-hosted installs. A trailing /api/v1 is accepted and trimmed. |
A token grants only what you tick. The server's tools need:
| Scope | What it unlocks | Tools |
|---|---|---|
read | Projects, designs, briefs, build order, readiness, gaps, jobs | list_projects, get_design, get_generation_status |
generate | Running generations — that spends credits — and payload critique, which is free | generate_architecture, critique_architecture |
report | Recording what got built, and asking a person to change a decision. Needs read as well | check_drift, request_decision_change |
read alone is a good starting point: the agent can orient and build, but cannot spend anything.
Two things the table above cannot say in a cell:
report on its own does nothing. check_drift and request_decision_change look the project and the version up before
they can report against them, and those lookups are read. A report-only token is refused.generate without read still generates, but the answer is thinner: the tool reads back the
design it just created to describe it, and reports that failure as a thinner answer rather than a
failed generation — telling an agent the generation failed would invite it to pay for the whole
thing again.Everything else is out of reach by construction — a token cannot mint another token, read or change your provider keys, see billing, or delete your account, whatever scopes it carries.
| Tool | What it does |
|---|---|
list_projects | Find a project by name. Returns the candidates rather than guessing between them. |
get_design | Read a design, in one of nine modes: overview, component, brief, todo, readiness, build_order, gaps, fitness, decisions. readiness opens with a verdict-first headline ("22 of 24 met · Ready · score 87"). fitness lists the tests to write in your own repo and report through check_drift; decisions lists the version's decisions with what was chosen, why, and what was rejected. Where a version records its requirements, overview and component resolve the design's R-ids to the requirements they name, and say what became of each. |
generate_architecture | Design a system from a prompt. Spends credits and takes minutes. A prompt that states no load comes back with a question instead, and nothing is charged: ask your human, and answer "Not sure yet" when they do not know rather than guessing. |
get_generation_status | Poll a generation started with wait: false. |
critique_architecture | Check a design against SkeletIQ's rules. Deterministic, free, stores nothing. Tell it the domain and the exposure. |
check_drift | Report what you built; hear what is missing, half done, or not in the design. |
request_decision_change | Ask a person to change a design decision, or poll a request you filed. A person on the project reviews it in To-do; nothing changes until they accept. |
list_projects → resolve the project a person named.get_design(mode: "brief") → write the fenced block into AGENTS.md.get_design(mode: "readiness") → see what is still undecided, and ask.get_design(mode: "build_order") → build in that order.get_design(mode: "component", component_id: …) → read each piece as you reach it.check_drift(covers: [...]) → report progress.The brief is a managed block. It goes inside a skeletiq:brief HTML-comment fence in your
AGENTS.md. A refresh replaces the whole block. Never append a second, and never edit inside one:
your edits will disappear on the next refresh, silently.
A draft is not a release. An unreleased version changes on every canvas save, with nothing to tell your repository it moved. The tools label drafts, and tell you when a newer release exists.
Component ids belong to one version. A regeneration mints new ones. When check_drift returns
unknown ids with suggestions, they are suggestions — put them to a person rather than assuming the
mapping.
critique_architecture's optional inputs are not neutral. Omitting one does not skip a
question; it answers it. With no domain, no compliance framework applies (secondary_domains
select none — they add that domain's design checks as advice — so name a framework when it must
apply), so no compliance finding is possible and the score comes back higher than the SkeletIQ app shows
for the same design — by up to 15 points. With no exposure, the design is assessed as
internet-facing, which is how an air-gapped system gets told to add a CDN and a WAF. The response
says what was actually used — frameworks_checked and exposure_assessed — and the text output
warns when a default was applied. Read those before reporting a score to a person.
Whichever one the account holder chose under Settings → Agent access. The tools take no runtime argument, deliberately: the model asking for a design does not get to choose what it costs you.
This repository is the source of the published @skeletiq/mcp package. The connector is developed
in SkeletIQ's monorepo, alongside the API it talks to, and mirrored here — so the history you see is
the package's real history, not a squashed snapshot. A pull request opened here cannot be merged,
because the next sync would overwrite it; CONTRIBUTING.md explains what to do
instead.
Node 20 or newer.
npm install
npm test # vitest — hermetic: no network, no services, nothing to seed
npm run build # tsup, to dist/index.js
npm run typecheck
npm run lint
The tests mock the SkeletIQ API rather than calling it, so a clean clone runs them without a token and without an account.
If npm install fails with Cannot read properties of null (reading 'edgesOut'), you are on npm
10.9.x — the version Node 22 ships — which cannot resolve this tree; vitest@4 alone triggers it.
npm install -g npm@11 fixes it. This affects cloning and building only: installing the published
package with npx works on that npm.
MIT — see LICENSE. Source: Sabhahith-Works/skeletiq-mcp — issues and questions go there.
The SkeletIQ platform is AGPL-3.0-or-later; this connector is MIT so it can be embedded, vendored and forked freely.
"SkeletIQ" is a mark of Sabhahith Works Private Limited — see NOTICE. Security reports go to [email protected], not to the issue tracker: SECURITY.md.