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M1n-n9/academic-figures-drawer

Create camera-ready, editable academic figures from papers and method descriptions.

History

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View on GitHub Add to my skills

Verified commit b2661ea9092f833dce93fb84ddbc2a90027eb610

226GitHub stars

3stars in 7 days

1skill in this repository

0commits in 30 days

Heat

4.5

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

academic-figures-drawer /

How it works

academic-figures-drawer

When your agent uses it

Create camera-ready, editable draw.io figures from papers, method descriptions, code, or reference images. Use for ICML, NeurIPS/NIPS, ICLR, and similar ML/AI research figures: concise framework overviews, module-detail diagrams, tensor and attention flows, ablations, training/inference pipelines, and downstream-task panels. Optionally use image generation for a non-semantic visual concept or input/context asset, then translate the approved semantics into vector draw.io XML with preview, static validation, and screenshot-driven refinement.

What it loads into context

Frontmatter

119 tokens

Always available to the agent

SKILL.md

2,955 tokens

When the skill is activated

Reference documents

34,735 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Operating contract
Fast decision tree
End-to-end workflow
Input-specific notes
Bundled resources

Scripts executed separately

scripts/aiicons.py
scripts/autolayout.py
scripts/edgeports.py
scripts/encode_drawio_url.py
scripts/init_figure_workspace.py
scripts/make_drawio_preview.py
scripts/repair_png.py
scripts/serve_drawio_preview.py
scripts/shapesearch.py
scripts/validate.py
scripts/validate_drawio.py
scripts/validate_replication_artifacts.py
scripts/validate_visual_quality.py

Files

README.mddoc10,872 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
SKILL.mdcore13,391 bytes
agents/openai.yamlasset256 bytes
data/SHAPE-INDEX-NOTICE.mddoc880 bytes
data/lobe-icons.jsonasset12,919 bytes
data/shape-index.json.gzasset436,148 bytes
references/THIRD_PARTY_NOTICES.mddoc2,408 bytes
references/diagram-types.mddoc16,699 bytes
references/drawio-workflow.mddoc18,636 bytes
references/figure-contract.mddoc2,945 bytes
references/general-quality-contract.mddoc5,545 bytes
references/primitive-icons.mddoc5,114 bytes
references/reference-replication-protocol.mddoc11,095 bytes
references/self-supervision-and-intake.mddoc24,911 bytes
references/shapes.mddoc7,155 bytes
references/style-extraction.mddoc9,237 bytes
references/topconf-paper-style.mddoc7,520 bytes
references/troubleshooting.mddoc5,280 bytes
references/xml-authoring.mddoc7,928 bytes
references/xml-preflight.mddoc8,299 bytes
scripts/aiicons.pyruns7,983 bytes
scripts/autolayout.pyruns18,286 bytes
scripts/edgeports.pyruns6,856 bytes
scripts/encode_drawio_url.pyruns2,250 bytes
scripts/init_figure_workspace.pyruns4,034 bytes
scripts/make_drawio_preview.pyruns3,400 bytes
scripts/repair_png.pyruns1,097 bytes
scripts/serve_drawio_preview.pyruns2,450 bytes
scripts/shapesearch.pyruns5,967 bytes
scripts/validate.pyruns13,337 bytes
scripts/validate_drawio.pyruns12,561 bytes
scripts/validate_replication_artifacts.pyruns12,404 bytes
scripts/validate_visual_quality.pyruns49,753 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

academic-figures-drawer

Repository facts

License: No license detected
Created: Aug 13, 2026
Last pushed: Aug 21, 2026
Forks: 4
Open issues: 0
Project activity: Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 8 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
42 network referencesin 8 files: scripts/aiicons.py:5 scripts/encode_drawio_url.py:8 scripts/make_drawio_preview.py:25 and 5 more
2 obfuscation signalsin 1 file: scripts/repair_png.py:17
No instruction overrides
13 executable scriptsin 13 files: scripts/aiicons.py:1 scripts/autolayout.py:1 scripts/edgeports.py:1 and 10 more
No access to secrets
No requests to vote in Hot

Show all 57 signals by file

`data/SHAPE-INDEX-NOTICE.md`

Network accessline 3

`shape-index.json.gz` is a gzipped copy of the shape search index from [jgraph/drawio-mcp](https://github.com/jgraph/drawio-mcp) (`shape-search/search-index.json`),

Network accessline 4

[jgraph/drawio-mcp](https://github.com/jgraph/drawio-mcp) (`shape-search/search-index.json`),

`data/lobe-icons.json`

Network accessline 2

"package": "@lobehub/icons-static-svg", "version": "1.91.0", "cdn": "https://unpkg.com/@lobehub/icons-static-svg@1.91.0/icons/",

Network accessline 3

"version": "1.91.0", "cdn": "https://unpkg.com/@lobehub/icons-static-svg@1.91.0/icons/", "icons": [

Network accessline 4

"cdn": "https://unpkg.com/@lobehub/icons-static-svg@1.91.0/icons/",

`references/drawio-workflow.md`

Network accessline 173

http://127.0.0.1:8765/drawio-preview.html?rev=1

Network accessline 178

The preview page uses an iframe to `https://embed.diagrams.net/` and sends the XML through `postMessage`, so the browser address stays short.

Network accessline 218

1. Start the preview server (see Section 5) — `serve_drawio_preview.py` or `python -m http.server`. 2. Navigate the browser to `http://127.0.0.1:8765/drawio-preview.html?rev=N` (increment N to bust cache).

Network accessline 219

2. Navigate the browser to `http://127.0.0.1:8765/drawio-preview.html?rev=N` (increment N to bust cache).

`references/shapes.md`

Network accessline 52

brand name (OpenAI, Claude, Gemini, Mistral, Llama, HuggingFace, Ollama, LangChain, …321 brands) to a draw.io `image` style backed by the [lobe-icons](https://github.com/lobehub/lobe-icons) set (MIT).

Network accessline 54

[lobe-icons](https://github.com/lobehub/lobe-icons) set (MIT).

Network accessline 71

- **Data stores** common in RAG/LLM apps that lobe lacks (Qdrant, Redis,   Postgres, Mongo, Elasticsearch, Milvus, Supabase, Neo4j, ClickHouse, Kafka,   Snowflake, Databricks, …) resolve via the [simple-icons](https://simpleicons.org)

Network accessline 72

Postgres, Mongo, Elasticsearch, Milvus, Supabase, Neo4j, ClickHouse, Kafka,   Snowflake, Databricks, …) resolve via the [simple-icons](https://simpleicons.org)   CDN (CC0) as an automatic fallback — same command, same output shape. A brand

Network accessline 73

Snowflake, Databricks, …) resolve via the [simple-icons](https://simpleicons.org)

`scripts/aiicons.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 5

"LLM app architecture" renders as generic boxes. This resolves a brand name to a draw.io `image` style that references the matching SVG from the lobe-icons set (https://github.com/lobehub/lobe-icons, MIT) on the unpkg CDN.

Network accessline 7

(https://github.com/lobehub/lobe-icons, MIT) on the unpkg CDN.

Network accessline 38

# Common RAG/LLM data stores that lobe-icons lacks, mapped to simple-icons # slugs (https://simpleicons.org, CC0). Served from the simple-icons CDN. Each

Network accessline 39

# slugs (https://simpleicons.org, CC0). Served from the simple-icons CDN. Each

Network accessline 40

# slug below is verified to return HTTP 200 at https://cdn.simpleicons.org/<slug>.

Network accessline 41

_SIMPLEICONS_CDN = "https://cdn.simpleicons.org/"

Network accessline 159

if args.embed:                 try:                     svg = urllib.request.urlopen(url, timeout=15).read()

Network accessline 160

try:                     svg = urllib.request.urlopen(url, timeout=15).read()                 except Exception as exc:                   # noqa: BLE001 - report and skip

Network accessline 161

svg = urllib.request.urlopen(url, timeout=15).read()

Network accessline 181

if args.embed:                 try:                     svg = urllib.request.urlopen(url, timeout=15).read()

Network accessline 183

svg = urllib.request.urlopen(url, timeout=15).read()

`scripts/autolayout.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/edgeports.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/encode_drawio_url.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 8

Two modes:   (default)  read-only viewer  -> https://viewer.diagrams.net/...#R<payload>

Network accessline 9

(default)  read-only viewer  -> https://viewer.diagrams.net/...#R<payload>

Network accessline 10

--edit     editable editor   -> https://app.diagrams.net/...#create=<payload>

Network accessline 36

return (         "https://viewer.diagrams.net/?tags=%7B%7D&lightbox=1&edit=_blank#R"         + urllib.parse.quote(_deflate_b64(xml), safe="")

Network accessline 37

"https://viewer.diagrams.net/?tags=%7B%7D&lightbox=1&edit=_blank#R"         + urllib.parse.quote(_deflate_b64(xml), safe="")     )

Network accessline 44

payload = json.dumps({"type": "xml", "compressed": True, "data": _deflate_b64(xml)})     return (         "https://app.diagrams.net/?grid=0&pv=0&border=10&edit=_blank#create="

Network accessline 45

return (         "https://app.diagrams.net/?grid=0&pv=0&border=10&edit=_blank#create="         + urllib.parse.quote(payload, safe="")

Network accessline 46

"https://app.diagrams.net/?grid=0&pv=0&border=10&edit=_blank#create="         + urllib.parse.quote(payload, safe="")     )

`scripts/init_figure_workspace.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/make_drawio_preview.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 25

</head> <body> <iframe id="drawio" src="https://embed.diagrams.net/?embed=1&proto=json&spin=1&ui=atlas&libraries=0&grid=0&pv=0"></iframe>

Network accessline 26

<body> <iframe id="drawio" src="https://embed.diagrams.net/?embed=1&proto=json&spin=1&ui=atlas&libraries=0&grid=0&pv=0"></iframe> <script>

Network accessline 27

<iframe id="drawio" src="https://embed.diagrams.net/?embed=1&proto=json&spin=1&ui=atlas&libraries=0&grid=0&pv=0"></iframe>

Network accessline 29

const xml = {xml_json}; const diagramTitle = {title_json}; const DRAWIO_ORIGIN = 'https://embed.diagrams.net';

Network accessline 30

const diagramTitle = {title_json}; const DRAWIO_ORIGIN = 'https://embed.diagrams.net'; const iframe = document.getElementById('drawio');

Network accessline 31

const DRAWIO_ORIGIN = 'https://embed.diagrams.net';

`scripts/repair_png.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Possible obfuscationline 17

IEND = b"\x00\x00\x00\x00IEND\xaeB`\x82"

Possible obfuscationline 25
```
if data.endswith(b"\x00\x00\x00\x00"):
```

`scripts/serve_drawio_preview.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 48

with ReusableThreadingTCPServer((args.host, args.port), handler) as httpd:             actual_port = httpd.server_address[1]             url = f"http://{args.host}:{actual_port}/{out_path.name}?rev=1"

Network accessline 49

actual_port = httpd.server_address[1]             url = f"http://{args.host}:{actual_port}/{out_path.name}?rev=1"             print(f"Preview: {url}", flush=True)

Network accessline 50

url = f"http://{args.host}:{actual_port}/{out_path.name}?rev=1"

`scripts/shapesearch.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/validate.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/validate_drawio.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/validate_replication_artifacts.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/validate_visual_quality.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 4 facts

Contacts cdn.simpleicons.org, which SKILL.md, the README and the plugin manifest do not mentionscripts/aiicons.py:41High confidence
Contacts viewer.diagrams.net, which SKILL.md, the README and the plugin manifest do not mentionscripts/encode_drawio_url.py:37High confidence
Contacts app.diagrams.net, which SKILL.md, the README and the plugin manifest do not mentionscripts/encode_drawio_url.py:46High confidence
Contacts embed.diagrams.net, which SKILL.md, the README and the plugin manifest do not mentionscripts/make_drawio_preview.py:27High confidence

Signal confidence: 54 facts

Network access in prose of documentationdata/SHAPE-INDEX-NOTICE.md:3Low confidence
Network access in prose of documentationdata/SHAPE-INDEX-NOTICE.md:4Low confidence
Network access in code of documentationreferences/drawio-workflow.md:173Low confidence
Network access in prose of documentationreferences/drawio-workflow.md:178Low confidence
Network access in prose of documentationreferences/drawio-workflow.md:218Low confidence
Network access in prose of documentationreferences/drawio-workflow.md:219Low confidence
Network access in prose of documentationreferences/shapes.md:52Low confidence
Network access in prose of documentationreferences/shapes.md:54Low confidence
Network access in prose of documentationreferences/shapes.md:71Low confidence
Network access in prose of documentationreferences/shapes.md:72Low confidence
Network access in prose of documentationreferences/shapes.md:73Low confidence
Executable script in code of a file that runsscripts/aiicons.py:1High confidence
Network access in prose of a file that runsscripts/aiicons.py:5Low confidence
Network access in prose of a file that runsscripts/aiicons.py:7Low confidence
Network access in a comment of a file that runsscripts/aiicons.py:38Low confidence
Network access in a comment of a file that runsscripts/aiicons.py:39Low confidence
Network access in a comment of a file that runsscripts/aiicons.py:40Low confidence
Network access in code of a file that runsscripts/aiicons.py:41High confidence
Network access in code of a file that runsscripts/aiicons.py:159High confidence
Network access in code of a file that runsscripts/aiicons.py:160High confidence
Network access in code of a file that runsscripts/aiicons.py:161High confidence
Network access in code of a file that runsscripts/aiicons.py:181High confidence
Network access in code of a file that runsscripts/aiicons.py:183High confidence
Executable script in code of a file that runsscripts/autolayout.py:1High confidence
Executable script in code of a file that runsscripts/edgeports.py:1High confidence
Executable script in code of a file that runsscripts/encode_drawio_url.py:1High confidence
Network access in prose of a file that runsscripts/encode_drawio_url.py:8Low confidence
Network access in prose of a file that runsscripts/encode_drawio_url.py:9Low confidence
Network access in prose of a file that runsscripts/encode_drawio_url.py:10Low confidence
Network access in code of a file that runsscripts/encode_drawio_url.py:36High confidence
Network access in code of a file that runsscripts/encode_drawio_url.py:37High confidence
Network access in code of a file that runsscripts/encode_drawio_url.py:44High confidence
Network access in code of a file that runsscripts/encode_drawio_url.py:45High confidence
Network access in code of a file that runsscripts/encode_drawio_url.py:46High confidence
Executable script in code of a file that runsscripts/init_figure_workspace.py:1High confidence
Executable script in code of a file that runsscripts/make_drawio_preview.py:1High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:25High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:26High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:27High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:29High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:30High confidence
Network access in code of a file that runsscripts/make_drawio_preview.py:31High confidence
Executable script in code of a file that runsscripts/repair_png.py:1High confidence
Possible obfuscation in code of a file that runsscripts/repair_png.py:17High confidence
Possible obfuscation in code of a file that runsscripts/repair_png.py:25High confidence
Executable script in code of a file that runsscripts/serve_drawio_preview.py:1High confidence
Network access in code of a file that runsscripts/serve_drawio_preview.py:48High confidence
Network access in code of a file that runsscripts/serve_drawio_preview.py:49High confidence
Network access in code of a file that runsscripts/serve_drawio_preview.py:50High confidence
Executable script in code of a file that runsscripts/shapesearch.py:1High confidence

and 4 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

M1n-n9/academic-figures-drawer

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

academic-figures-drawer

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

data/SHAPE-INDEX-NOTICE.md

data/lobe-icons.json

references/drawio-workflow.md

references/shapes.md

scripts/aiicons.py

scripts/autolayout.py

scripts/edgeports.py

scripts/encode_drawio_url.py

scripts/init_figure_workspace.py

scripts/make_drawio_preview.py

scripts/repair_png.py

scripts/serve_drawio_preview.py

scripts/shapesearch.py

scripts/validate.py

scripts/validate_drawio.py

scripts/validate_replication_artifacts.py

scripts/validate_visual_quality.py

How the signals fit together

Works with

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`SKILL.md`

`data/SHAPE-INDEX-NOTICE.md`

`data/lobe-icons.json`

`references/drawio-workflow.md`

`references/shapes.md`

`scripts/aiicons.py`

`scripts/autolayout.py`

`scripts/edgeports.py`

`scripts/encode_drawio_url.py`

`scripts/init_figure_workspace.py`

`scripts/make_drawio_preview.py`

`scripts/repair_png.py`

`scripts/serve_drawio_preview.py`

`scripts/shapesearch.py`

`scripts/validate.py`

`scripts/validate_drawio.py`

`scripts/validate_replication_artifacts.py`

`scripts/validate_visual_quality.py`