AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
Declarative diagram spec → clean, themeable SVG. JSON with no coordinates, so an LLM can write it correctly.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Declarative diagram spec → clean, themeable SVG. Writable by an LLM with no
coordinates to get wrong.
For anyone — person or language model — who puts diagrams in docs, specs and
READMEs and is tired of arrows that miss their boxes:
See every kind drawn in the gallery →README 전문 보기 ↗Diagrams from a JSON description — no coordinates, so nothing to misplace. You say what the diagram means: the boxes, the arrows, the labels, and a role for each. drawspec decides every position, size, route and colour, and draws a clean SVG, PNG or plain-text diagram.
It is built for language models first. An LLM that writes SVG by hand gets the
content right and the placement wrong — arrows that miss their boxes, text that
spills out, lines that stop short. A drawspec document has no x, y or font
size to get wrong: those fields are refused, and every mistake comes back as an
error pointing at the exact field, so the model can fix it and try again.
pip install drawspec
drawspec render diagram.json -o diagram.svg
Browse the gallery: more than 30 kinds, drawn →
You write this:
{
"$schema": "https://nuncaeslupus.github.io/drawspec/schema/drawspec-v1.schema.json",
"version": 1,
"kind": "flow",
"title": "The nightly import",
"description": "The vendor's export is fetched, checked and loaded into staging before it replaces the live table; a timeout and a deadlock are each retried in place.",
"nodes": [
{"id": "fetch", "text": "Fetch the vendor's export", "role": "start"},
{"id": "check", "text": "Do the row counts match?", "role": "decision"},
{"id": "load", "text": "Load into staging"},
{"id": "page", "text": "Page the data owner", "role": "terminal"},
{"id": "swap", "text": "Swap staging into live", "role": "terminal"}
],
"edges": [
{"from": "fetch", "to": "fetch", "label": "timed out: retry"},
{"from": "fetch", "to": "check"},
{"from": "check", "to": "load", "label": "yes"},
{"from": "check", "to": "page", "label": "no"},
{"from": "load", "to": "load", "label": "deadlock: retry"},
{"from": "load", "to": "swap"}
]
}
drawspec draws this:
The same document as text, for a terminal, a commit message or a code block
(--format text --charset ascii):
*---------------------------*
| Fetch the vendor's export +-+ timed out: retry
| |<+
*-------------+-------------*
|
v
+--------------------------+
< Do the row counts match? >
++-------------------+-----+
| yes | no
+----+ |
v v
+-------------------+ .---------------------.
| Load into staging +-+ deadlock: retry ( Page the data owner )
| |<+ '---------------------'
+---------+---------+
|
v
.------------------------.
( Swap staging into live )
'------------------------'
A sequence diagram works the same way — participants and messages in order; activation bars, arrows and spacing are worked out for you:
{
"version": 1,
"kind": "sequence",
"title": "Resolving a name the first time",
"caption": "Nothing is cached yet, so the resolver walks the hierarchy from the top.",
"participants": [
{"id": "laptop", "text": "Laptop"},
{"id": "resolver", "text": "Recursive resolver", "role": "emphasis"},
{"id": "root", "text": "Root server"},
{"id": "tld", "text": "`.org` server"},
{"id": "auth", "text": "Authoritative server"}
],
"messages": [
{"from": "laptop", "to": "resolver", "text": "where is `wiki.example.org`?"},
{"from": "resolver", "to": "root", "text": "where is `wiki.example.org`?"},
{"from": "root", "to": "resolver", "text": "ask the `.org` servers", "role": "weak"},
{"from": "resolver", "to": "tld", "text": "where is `wiki.example.org`?"},
{"from": "tld", "to": "resolver", "text": "ask `ns1.example.org`", "role": "weak"},
{"from": "resolver", "to": "auth", "text": "where is `wiki.example.org`?"},
{"from": "auth", "to": "resolver", "text": "`203.0.113.7`", "role": "weak"},
{"from": "resolver", "to": "resolver", "text": "cache it for the TTL", "note": "the next lookup stops here"},
{"from": "resolver", "to": "laptop", "text": "`203.0.113.7`", "role": "weak"}
]
}
Flow charts, sequence diagrams, state machines, ER and class diagrams, Gantt charts, swimlanes, mind maps, timelines, Venn, Sankey, treemaps, pie and bar charts, kanban boards, fishbone, family trees, file trees, timing diagrams, network diagrams, tournament brackets, cladograms and more — one format for all of them. Click a drawing to open it full size, or a kind's name for its source — the code is all here.
The full list: flow · tree · cycle · stack · timeline · columns ·
matrix · pyramid · rings · funnel · chart · quadrant · scatter ·
curve · files · states · sequence · lanes · entities · gantt ·
board · fishbone · venn · journey · treemap · sankey · numberline ·
barmodel · waterfall · pie · mindmap · argument · familytree ·
meter · rag · clock · sunburst · timing · gitgraph · network · railroad · usecase ·
wardley · packet · pert · automaton · neuralnet. Each has an example in docs/reference,
and the gallery
(docs/gallery/index.html) draws every one.
pip install 'drawspec[mcp]' adds drawspec-mcp, with the tools
list_kinds, get_example, get_schema, validate_document and
render_document. A mistake comes back as data the model can act on:
{"pointer": "/edges/0/to", "message": …}.
See the guide.AGENTS.md — the whole format on one page, written for a model to
read in one pass: which kind fits, the size limits, the roles, worked examples, and
what each error means. llms.txt indexes it.skills/drawspec/ into your
skills directory."$schema": "https://nuncaeslupus.github.io/drawspec/schema/drawspec-v1.schema.json"
for completion and errors as you type, in an editor or a structured-output call.A typical loop: the model picks a kind, writes the JSON, calls
validate_document, fixes what is reported, and renders.
| You write | drawspec decides |
|---|---|
| Nodes, edges, labels | Coordinates, box sizes, canvas size |
A semantic role per node (start, decision, emphasis…) | Shape, font, colour, stroke weight |
| The kind of diagram | Layout, edge routing, arrowheads, label placement |
--variant dark=<theme> adds a dark
version that follows prefers-color-scheme.pip install 'drawspec[png]').drawspec theme from site.css builds one from your CSS or design tokens.drawspec render diagram.json -o diagram.svg # or to stdout
drawspec render diagram.json -o diagram.png # needs drawspec[png]; --background dark, --scale 3
drawspec render diagram.json --theme blueprint -o sheet.png
drawspec render diagram.json --format text # 80 columns; --charset ascii
drawspec validate diagram.json # every error, by JSON pointer
drawspec theme from site.css -o house.toml # a theme from your CSS
drawspec schema --out drawspec-v1.schema.json # for editor completion
chart states a few numbers you already know; it has
no statistics, dates, log scales or interactivity.| Page | What it covers |
|---|---|
| Guide | Install, a first diagram, choosing a kind, embedding, validating in CI, themes |
| Document format | Every field of every kind, and every refused field with the reason |
| Command line | Every command, option and exit code |
| Themes | Every theme key and its default |
| AGENTS.md | The format on one page, for language models |
The references are generated from the code (make docs), and a test fails if they
drift.
make sync # install with dev extras
make lint # ruff + strict mypy
make test # pytest
make gallery # render every reference document into docs/gallery
make readme # redraw the README's example images in docs/readme
make docs # regenerate the format, CLI and theme references
make schema # regenerate the published JSON Schema
The library is in src/drawspec/, the examples in docs/reference/, the tests in
tests/. docs/brief.md and corpus/ hold the original design brief and the
evidence it was based on. .claude/ and claude-arsenal/ are development tooling
and do not affect the package.
Built with claude-arsenal, a spec-driven Claude Code workflow whose skills draw their diagrams with drawspec. By the same author:
MIT — see LICENSE.