Agent skill

Astra Figure Workflow

by IamJerryXu in IamJerryXu/AstraDraw

Design research method figures from an existing paper, retrieve visual priors from component or private PPTX libraries, produce editable diagrams, and revise selected objects while preserving…

No licenceAuto-check passedDocuments & Office

Install Astra Figure Workflow

skills CLI
$ npx skills add IamJerryXu/AstraDraw --skill astra-figure-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install IamJerryXu/AstraDraw astra-figure-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
astra-figure-workflow
GitHub stars
148
Token cost
~1.9k tokens
SKILL.md length
876 words
Files
196 (incl. scripts, references)
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Design research method figures from an existing paper, retrieve visual priors from component or private PPTX libraries, produce editable diagrams, and revise selected objects while preserving…

  • Works in 7 steps: Agree on what the figure must explain… → Retrieve a small, relevant set of visual… → Use image generation for visual… → …
  • Paper architecture figures
  • SKILL.md covers Continue the workflow, not…, Choose the scope, Working constraints and Available local helpers, plus 1 more section
  • Calls python3

What it does

Astra Figure Workflow is an agent skill from IamJerryXu/AstraDraw. Design research method figures from an existing paper, retrieve visual priors from component or private PPTX libraries, produce editable diagrams, and revise selected objects while preserving approved regions. Use for paper architecture figures, ODE/SDE/Flow Matching schematics, reference-guided image exploration, and selected-region diagram edits. Not a general presentation-writing or experimental plotting skill.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 199 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `components/README.md`).

It sits in Documents & Office, covering PowerPoint presentations, Diagrams and Data visualization. It works with Microsoft PowerPoint. The repository describes itself as: Let Astra not only create editable PowerPoint presentations, but also create the style you desire.

When your agent uses it

  • Paper architecture figures
  • ODE/SDE/Flow Matching schematics
  • Reference-guided image exploration
  • Selected-region diagram edits

Example prompts

  • “/astra-figure-workflow”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Agree on what the figure must explain before proposing decorative detail. Ask only
  2. Retrieve a small, relevant set of visual priors. Offer distinct layouts when useful,
  3. Use image generation for visual exploration when it adds value, not for every native
  4. Generated candidates are raster references, not verified science or editable PPTX.
  5. A reference library's unknown-license assets stay local and reference-only. User
  6. For an existing scene, change only the selected objects and any required attached
  7. Validate what was actually changed: inspect final SVG and rendered PPTX, try an object

What it can do on your machine

Read from SKILL.md and the folder at commit cc13467. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Astra Figure Workflow loads about 1.9k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 110 tokens; SKILL.md has 876 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~110
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 876 words (~1,928 tokens).

“Use the paper as scientific authority and the library as a visual prior. A reference may inform layout, typography, palette or an explicitly matched mechanism; it never silently contributes scientific claims. This workflow was developed around Astra in Codex. Detect…”

— opening of SKILL.md by IamJerryXu
name
astra-figure-workflow

Read the full SKILL.md on GitHub

Files

SKILL.md and 195 other files (scripts, references) in the repository root of IamJerryXu/AstraDraw.

  • SKILL.md
  • .gitignore
  • README.md
  • agents/openai.yaml
  • components/README.md
  • components/catalog.json
  • components/flow-matching/flow-matching-comic.json
  • components/flow-matching/flow-matching-comic.svg
  • components/flow-matching/flow-matching-modern.json
  • components/flow-matching/flow-matching-modern.svg
  • components/flow-matching/flow-matching-roman.json
  • components/flow-matching/flow-matching-roman.svg
  • components/ode/ode-comic.json
  • components/ode/ode-comic.svg
  • components/ode/ode-modern.json
  • components/ode/ode-modern.svg
  • components/ode/ode-roman.json
  • … and 179 more

Open the folder on GitHubat commit cc13467

Compare with similar skills

Astra Figure Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Astra Figure Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Astra Figure Workflow this skillIamJerryXu/AstraDraw148—~1.9kAutomated safety check: PassNone
Create PresentationJetBrains/youtrackdb439—~1.8kAutomated safety check: PassApache-2.0
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Xiaobei Skill Image To Vbaxiao24bei/xiaobei-skill586—~6.9kAutomated safety check: PassApache-2.0
Pptgen Drawioxstongxue/best-skills3k—~2.1kAutomated safety check: PassApache-2.0
Ky Markdown RebuilderKyrieCheungYep/ky-markdown-rebuilder117—~5.7kAutomated safety check: PassNone

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Questions about Astra Figure Workflow

What does Astra Figure Workflow do?

Design research method figures from an existing paper, retrieve visual priors from component or private PPTX libraries, produce editable diagrams, and revise selected objects while preserving…. Astra Figure Workflow is an agent skill from IamJerryXu/AstraDraw. Design research method figures from an existing paper, retrieve visual priors from component or private PPTX libraries, produce editable diagrams, and revise selected objects while preserving approved regions.

When should I use Astra Figure Workflow?

Astra Figure Workflow fits situations like: paper architecture figures; ODE/SDE/Flow Matching schematics; reference-guided image exploration; selected-region diagram edits.

How do I install Astra Figure Workflow in Claude Code?

Run `npx skills add IamJerryXu/AstraDraw --skill astra-figure-workflow -a claude-code`. Or copy the skill folder (the IamJerryXu/AstraDraw repository) into .claude/skills/astra-figure-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Astra Figure Workflow in Codex?

Run `npx skills add IamJerryXu/AstraDraw --skill astra-figure-workflow -a codex`. Or copy the skill folder (the IamJerryXu/AstraDraw repository) into .agents/skills/astra-figure-workflow in your project. Codex loads it when a task matches its description.

Can I use Astra Figure Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add IamJerryXu/AstraDraw --skill astra-figure-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/astra-figure-workflow, .gemini/skills/astra-figure-workflow, .github/skills/astra-figure-workflow and .opencode/skills/astra-figure-workflow in your project.

What does Astra Figure Workflow need to run?

Going by SKILL.md and its folder, Astra Figure Workflow needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Astra Figure Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Astra Figure Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Astra Figure Workflow use?

No licence was found for Astra Figure Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Astra Figure Workflow use?

About 1.9k tokens (SKILL.md is roughly 7.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.

What are the alternatives to Astra Figure Workflow?

Skills that share tags, products or a category with Astra Figure Workflow: Create Presentation (JetBrains/youtrackdb, 439 stars), Markitdown (ImCa0/just-laws, 781 stars), Xiaobei Skill Image To Vba (xiao24bei/xiaobei-skill, 586 stars) and Pptgen Drawio (xstongxue/best-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Astra Figure Workflow?

IamJerryXu (a GitHub user) maintains it in IamJerryXu/AstraDraw, which has 148 GitHub stars. The repository was last updated on September 10, 2026.

Source: IamJerryXu/AstraDraw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.