Statistics Infographic
github/gh-aw
Generate a readable six-panel repository statistics infographic from validated JSON, with exact arithmetic and independent raw GitHub/Git reconciliation.
Generates fact-checked infographic posters by verifying every statistic against peer-reviewed sources before producing the image prompt.
Install Verified Infographic Generator
$ npx skills add dmccreary/ibook-skills --skill verified-infographic-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dmccreary/ibook-skills verified-infographic-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/dmccreary/ibook-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/archived/verified-infographic-generator .claude/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .claude/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-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 dmccreary/ibook-skills --skill verified-infographic-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dmccreary/ibook-skills verified-infographic-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dmccreary/ibook-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/archived/verified-infographic-generator .agents/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .agents/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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 dmccreary/ibook-skills --skill verified-infographic-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dmccreary/ibook-skills verified-infographic-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dmccreary/ibook-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/archived/verified-infographic-generator .cursor/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .cursor/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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/dmccreary/ibook-skills.git --path skills/archived/verified-infographic-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 dmccreary/ibook-skills --skill verified-infographic-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dmccreary/ibook-skills verified-infographic-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dmccreary/ibook-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/archived/verified-infographic-generator .gemini/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .gemini/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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 dmccreary/ibook-skills verified-infographic-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 dmccreary/ibook-skills --skill verified-infographic-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dmccreary/ibook-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/archived/verified-infographic-generator .github/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .github/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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 dmccreary/ibook-skills --skill verified-infographic-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 dmccreary/ibook-skills verified-infographic-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dmccreary/ibook-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/archived/verified-infographic-generator .opencode/skills/verified-infographic-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 "verified-infographic-generator" agent skill from https://github.com/dmccreary/ibook-skills/tree/main/skills/archived/verified-infographic-generator into .opencode/skills/verified-infographic-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verified-infographic-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
verified-infographic-generator- GitHub stars
- 105
- Token cost
- ~3k tokens
- SKILL.md length
- 1,444 words
- Files
- 6 (incl. references)
- Skills in repo
- 32
- Repo updated
- First seen
- Licence
- None found
At a glance
Generates fact-checked infographic posters by verifying every statistic against peer-reviewed sources before producing the image prompt.
- Works in 8 steps: Intake & Claim Planning → Source Discovery → Verification & Classification → …
- Infographic containing numeric claims
- SKILL.md covers Overview, Core Principles, When to Use and Prerequisites, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Verified Infographic Generator is an agent skill from dmccreary/ibook-skills. Generates fact-checked infographic posters by verifying every statistic against peer-reviewed sources before producing the image prompt. Use for any poster or infographic containing numeric claims or cited data; skip for purely decorative images.
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/biophilic-design-case-study.md`, `references/claim-plan-template.yaml` and `references/image-prompt-template.md`).
It sits in Media & Creative, covering Infographics and Statistics.
When your agent uses it
- Infographic containing numeric claims
- Skip for purely decorative images
Example prompts
- “Use the verified-infographic-generator skill to generate fact-checked infographic posters by verifying every statistic against peer-reviewed sources…”
- “/verified-infographic-generator”
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- Intake & Claim Planning
- Source Discovery
- Verification & Classification
- User Checkpoint (MANDATORY)
- Layout Specification
- Image Prompt Assembly
- Final Rendering
- Post-Render Audit
What it can do on your machine
Read from SKILL.md and the folder at commit 98a9991. 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 (its code samples are yaml).
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
Verified Infographic Generator loads about 3k tokens when it runs, and up to ~8.4k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 1,444 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 1,444 words (~2,962 tokens).
- name
- verified-infographic-generator
Files
SKILL.md and 5 other files (references) in skills/archived/verified-infographic-generator of dmccreary/ibook-skills.
- SKILL.md
- references/biophilic-design-case-study.md
- references/claim-plan-template.yaml
- references/image-prompt-template.md
- references/layout-spec-template.yaml
- references/verification-report-template.md
Open the folder on GitHubat commit 98a9991
Compare with similar skills
Verified Infographic 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 |
|---|---|---|---|---|---|---|
| Verified Infographic Generator this skilldmccreary/ibook-skills | 105 | — | ~3k | Automated safety check: Pass | None | |
| Statistics Infographicgithub/gh-aw | 5.4k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Content Research And Sourcingsocial-media-skills/skills | 134 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Visual Explainernicobailon/visual-explainer | 10k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Lanshu Create AI Presenter Videocclank/lanshu-create-ai-presenter-video | 2.6k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Image Generationonyx-dot-app/onyx | 32k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence |
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Questions about Verified Infographic Generator
What does Verified Infographic Generator do?
Generates fact-checked infographic posters by verifying every statistic against peer-reviewed sources before producing the image prompt. Verified Infographic Generator is an agent skill from dmccreary/ibook-skills. Generates fact-checked infographic posters by verifying every statistic against peer-reviewed sources before producing the image prompt.
When should I use Verified Infographic Generator?
Verified Infographic Generator fits situations like: infographic containing numeric claims; skip for purely decorative images.
How do I install Verified Infographic Generator in Claude Code?
Run `npx skills add dmccreary/ibook-skills --skill verified-infographic-generator -a claude-code`. Or copy the skill folder (skills/archived/verified-infographic-generator in dmccreary/ibook-skills) into .claude/skills/verified-infographic-generator in your project. Claude Code loads it when a task matches its description.
How do I install Verified Infographic Generator in Codex?
Run `npx skills add dmccreary/ibook-skills --skill verified-infographic-generator -a codex`. Or copy the skill folder (skills/archived/verified-infographic-generator in dmccreary/ibook-skills) into .agents/skills/verified-infographic-generator in your project. Codex loads it when a task matches its description.
Can I use Verified Infographic 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 dmccreary/ibook-skills --skill verified-infographic-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/verified-infographic-generator, .gemini/skills/verified-infographic-generator, .github/skills/verified-infographic-generator and .opencode/skills/verified-infographic-generator in your project.
What does Verified Infographic Generator need to run?
SKILL.md names no scripts, command-line tools or credentials: Verified Infographic Generator is instructions for the agent only.
Does Verified Infographic 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 Verified Infographic 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 Verified Infographic Generator use?
No licence was found for Verified Infographic Generator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Verified Infographic Generator use?
About 3k tokens (SKILL.md is roughly 12k 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 5.4k tokens, read only when the agent opens those files.
What are the alternatives to Verified Infographic Generator?
Skills that share tags, products or a category with Verified Infographic Generator: Statistics Infographic (github/gh-aw, 5.4k stars), Content Research And Sourcing (social-media-skills/skills, 134 stars), Visual Explainer (nicobailon/visual-explainer, 10k stars) and Lanshu Create AI Presenter Video (cclank/lanshu-create-ai-presenter-video, 2.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Verified Infographic Generator?
dmccreary (a GitHub user) maintains it in dmccreary/ibook-skills, which has 105 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 9, 2026.
Source: dmccreary/ibook-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.