Paper Figures
EvoScientist/EvoSkills
A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).
Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception…
Install Concept Visualization Generator
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mingchen666/Reviva concept-visualization-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .claude/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .claude/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .claude/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mingchen666/Reviva concept-visualization-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .agents/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .agents/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .agents/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mingchen666/Reviva concept-visualization-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .cursor/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .cursor/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mingchen666/Reviva.git --path electron/builtin-assets/skills/concept-visualization-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mingchen666/Reviva concept-visualization-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .gemini/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .gemini/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mingchen666/Reviva concept-visualization-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .github/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .github/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .github/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mingchen666/Reviva --skill concept-visualization-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mingchen666/Reviva concept-visualization-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingchen666/Reviva.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/electron/builtin-assets/skills/concept-visualization-generator .opencode/skills/concept-visualization-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "concept-visualization-generator" agent skill from https://github.com/mingchen666/Reviva/tree/main/electron/builtin-assets/skills/concept-visualization-generator into .opencode/skills/concept-visualization-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "concept-visualization-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
concept-visualization-generator- GitHub stars
- 236
- Token cost
- ~2.8k tokens
- SKILL.md length
- 1,301 words
- Files
- 10 (incl. references)
- Skills in repo
- 54
- Repo updated
- First seen
- Licence
- None found
At a glance
Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception…
- Works in 6 steps: Diagnose The Learning Job → Choose Artifact Mode → Build The Concept Card → …
- The user wants to understand
- SKILL.md covers Core Promise, When To Use, Learning Science Principles and Workflow, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Concept Visualization Generator is an agent skill from mingchen666/Reviva. Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception checks, and short retrieval practice. Use this skill whenever the user wants to understand, teach, review, visualize, make a knowledge card for, or interactively explore a concept, especially when the best output format is not obvious. This skill should choose and orchestrate the right learning artifact instead of…
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files (for example `config.json`, `references/artifact-selection.md` and `references/card-patterns.md`).
It sits in Data & Analytics, covering Data visualization, Diagrams and HTML artifacts. It works with Manim and Matplotlib. The repository describes itself as: Local-first AI learning workspace — ask, note, review and create around your own materials. Wiki KB, Agents, Skills, creation tools.Private NotebookLM Alternative.AI….
When your agent uses it
- The user wants to understand
- Make a knowledge card for
- Interactively explore a concept
- Especially when the best output format is not obvious
Example prompts
- “/concept-visualization-generator”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Diagnose The Learning Job
- Choose Artifact Mode
- Build The Concept Card
- Generate The Visual Artifact
- Add Retrieval Checks
- Emit Learning Trace
What it can do on your machine
Read from SKILL.md and the folder at commit 24bde40. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Concept Visualization Generator loads about 2.8k tokens when it runs, and up to ~8.9k if it reads all its reference files. Until then it costs about 146 tokens; SKILL.md has 1,301 words of instructions outside code blocks.
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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,301 words (~2,816 tokens).
“Turn an abstract concept into a useful learning object. This skill is an orchestrator: choose the right artifact, then use the appropriate underlying capability.”
- name
- concept-visualization-generator
Files
SKILL.md and 9 other files (references) in electron/builtin-assets/skills/concept-visualization-generator of mingchen666/Reviva.
- SKILL.md
- config.json
- references/artifact-selection.md
- references/card-patterns.md
- references/discipline-patterns.md
- references/evaluation-prompts.md
- references/html-visual-standards.md
- templates/concept-card.md
- templates/interactive-card.html
- templates/learning-trace.json
Open the folder on GitHubat commit 24bde40
Compare with similar skills
Concept Visualization Generator 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Concept Visualization Generator this skillmingchen666/Reviva | 236 | — | ~2.8k | Automated safety check: Pass | None | |
| Paper FiguresEvoScientist/EvoSkills | 474 | 1 repos | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Molecular Visualization 3dmoljaechang-hits/SciAgent-Skills | 370 | — | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Scientific Schematicsjimmc414/Kosmos | 594 | — | ~16k | Automated safety check: Notes | None | |
| Openai Dotcom Vizyzlnew/infra-skills | 149 | — | ~1.3k | Automated safety check: Pass | None | |
| Bio Data Visualization Network VisualizationGPTomics/bioSkills | 1.2k | 2 repos | ~3.7k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Concept Visualization Generator
What does Concept Visualization Generator do?
Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception…. Concept Visualization Generator is an agent skill from mingchen666/Reviva. Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception checks, and short retrieval practice.
When should I use Concept Visualization Generator?
Concept Visualization Generator fits situations like: the user wants to understand; make a knowledge card for; interactively explore a concept; especially when the best output format is not obvious.
How do I install Concept Visualization Generator in Claude Code?
Run `npx skills add mingchen666/Reviva --skill concept-visualization-generator -a claude-code`. Or copy the skill folder (electron/builtin-assets/skills/concept-visualization-generator in mingchen666/Reviva) into .claude/skills/concept-visualization-generator in your project. Claude Code loads it when a task matches its description.
How do I install Concept Visualization Generator in Codex?
Run `npx skills add mingchen666/Reviva --skill concept-visualization-generator -a codex`. Or copy the skill folder (electron/builtin-assets/skills/concept-visualization-generator in mingchen666/Reviva) into .agents/skills/concept-visualization-generator in your project. Codex loads it when a task matches its description.
Can I use Concept Visualization Generator 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 mingchen666/Reviva --skill concept-visualization-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/concept-visualization-generator, .gemini/skills/concept-visualization-generator, .github/skills/concept-visualization-generator and .opencode/skills/concept-visualization-generator in your project.
What does Concept Visualization Generator need to run?
SKILL.md names no scripts, command-line tools or credentials: Concept Visualization Generator is instructions for the agent only.
Does Concept Visualization Generator 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 Concept Visualization Generator 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. Review the folder before installing.
What licence does Concept Visualization Generator use?
No licence was found for Concept Visualization Generator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Concept Visualization Generator use?
About 2.8k tokens (SKILL.md is roughly 11k 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 6.1k tokens, read only when the agent opens those files.
What are the alternatives to Concept Visualization Generator?
Skills that share tags, products or a category with Concept Visualization Generator: Paper Figures (EvoScientist/EvoSkills, 474 stars), Molecular Visualization 3dmol (jaechang-hits/SciAgent-Skills, 370 stars), Scientific Schematics (jimmc414/Kosmos, 594 stars) and Openai Dotcom Viz (yzlnew/infra-skills, 149 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Concept Visualization Generator?
mingchen666 (a GitHub user) maintains it in mingchen666/Reviva, which has 236 GitHub stars. The repository holds 54 skills in this directory. The repository was last updated on September 21, 2026.
Source: mingchen666/Reviva on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.