Image To Editable Ppt
ningzimu/image-to-editable-ppt-skill
Rebuild slide images, scanned or image-based PPT/PPTX files, and PDF decks into object-level editable PowerPoint (.pptx), preserving speaker notes when supplied.
Evaluate the quality of any AI-generated artifact — visualizations, code, documents, conversations, or any skill output.
$ npx skills add careerhackeralex/visualize --skill evaluate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install careerhackeralex/visualize evaluate --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/careerhackeralex/visualize.git skills-src && mkdir -p .claude/skills && cp -r skills-src/eval .claude/skills/evaluate && 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 "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .claude/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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/careerhackeralex/visualize/tree/main/evalType 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 careerhackeralex/visualize --skill evaluate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install careerhackeralex/visualize evaluate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/careerhackeralex/visualize.git skills-src && mkdir -p .agents/skills && cp -r skills-src/eval .agents/skills/evaluate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .agents/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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 careerhackeralex/visualize --skill evaluate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install careerhackeralex/visualize evaluate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/careerhackeralex/visualize.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/eval .cursor/skills/evaluate && 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 "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .cursor/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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/careerhackeralex/visualize.git --path eval--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 careerhackeralex/visualize --skill evaluate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install careerhackeralex/visualize evaluate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/careerhackeralex/visualize.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/eval .gemini/skills/evaluate && 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 "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .gemini/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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 careerhackeralex/visualize evaluateInstalls 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 careerhackeralex/visualize --skill evaluate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/careerhackeralex/visualize.git skills-src && mkdir -p .github/skills && cp -r skills-src/eval .github/skills/evaluate && 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 "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .github/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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 careerhackeralex/visualize --skill evaluate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install careerhackeralex/visualize evaluate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/careerhackeralex/visualize.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/eval .opencode/skills/evaluate && 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 "evaluate" agent skill from https://github.com/careerhackeralex/visualize/tree/main/eval into .opencode/skills/evaluate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate", 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.
evaluateEvaluate the quality of any AI-generated artifact — visualizations, code, documents, conversations, or any skill output.
Evaluate is an agent skill from careerhackeralex/visualize. Evaluate the quality of any AI-generated artifact — visualizations, code, documents, conversations, or any skill output. Works in 3 phases: (1) Generate evaluation specs tailored to the artifact type, (2) Run comprehensive evaluation against those specs, (3) Produce a beautiful visual report using the /visualize skill. Use after any skill produces output, or invoke directly with /evaluate <file-or-context. Supports evaluating: HTML visualizations, code projects, documents, agent conversations, slide decks…
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 621 other files (for example `EVAL.md`, `LOOP.md` and `OPENCLAW-SETUP.md`).
It sits in Documents & Office, covering Slides and decks. The repository describes itself as: Turn any idea into a beautiful HTML visualization — with one prompt. A Claude Code skill. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3010770. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Evaluate loads about 2.4k tokens when it runs. Until then it costs about 144 tokens; SKILL.md has 542 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.
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.
The full file from careerhackeralex/visualize at commit 3010770, republished under its MIT licence (© careerhackeralex). 542 words, ~2,387 tokens.
.claude/skills/evaluate/SKILL.md (or your agent's skills folder). This skill also uses 620 other files; get the full folder from GitHub.Comprehensive quality evaluation for any AI-generated artifact. Produces its report as a visualization.
┌──────────────────────────────────────────────┐
│ │
│ Phase 1: SPEC GENERATION │
│ Analyze the artifact type │
│ Generate tailored evaluation criteria │
│ Define scoring dimensions + weights │
│ Set quality gates │
│ │ │
│ ▼ │
│ Phase 2: EVALUATION │
│ Run automated checks (when possible) │
│ Visual/manual inspection │
│ Score each dimension with evidence │
│ Identify systemic vs local issues │
│ │ │
│ ▼ │
│ Phase 3: REPORT (via /visualize) │
│ Generate a beautiful HTML eval report │
│ Scores, charts, screenshots, fix list │
│ Radar chart of dimensions │
│ Before/after tracking │
│ │
└──────────────────────────────────────────────┘For any artifact, generate evaluation specs by analyzing:
For each artifact type, produce 6-10 evaluation dimensions. Each dimension needs:
Define gates based on the artifact's purpose:
| Gate | Criteria | Meaning |
|---|---|---|
| 🚀 EXCEPTIONAL | Overall ≥ 9.5, all ≥ 9 | Best-in-class. Share everywhere. |
| ✅ SHIP | Overall ≥ 9.0, all ≥ 8 | Production-ready. |
| ⚠️ ACCEPTABLE | Overall ≥ 8.0, all ≥ 7 | Usable but not impressive. |
| 🔧 NEEDS WORK | Overall ≥ 7.0 or any < 7 | Fix before releasing. |
| ❌ FAIL | Overall < 7.0 or any < 5 | Major rework. |
Write the spec to eval-spec-[artifact-name].md for reference and reuse.
Open in browser at 3 viewports (1280×720, 768×1024, 375×667).
Automated audit (run in browser console):
(function() {
const audit = {};
const style = [...document.querySelectorAll('style')].map(s => s.textContent).join(' ');
const html = document.documentElement.outerHTML;
// Structure
audit.hasDoctype = /^<!doctype html>/i.test(html);
audit.hasLangAttr = !!document.documentElement.lang;
audit.hasCharset = !!document.querySelector('meta[charset]');
audit.hasViewport = !!document.querySelector('meta[name="viewport"]');
audit.hasTitle = document.title.length > 0;
// Menu system
audit.menuExists = !!document.querySelector('.viz-menu');
audit.menuHasTheme = !!html.match(/cycleTheme|themeLabel/i);
audit.menuHasDownload = !!html.match(/htmlToImage|html-to-image/i);
audit.menuHasPrint = !!html.match(/window\.print/i);
// Theme system
audit.hasCSSVars = !!style.match(/--bg\s*:/);
audit.hasDarkTheme = !!style.match(/(\.theme-dark|:root)[\s\S]*?--bg/);
audit.hasLightTheme = !!style.match(/\.theme-light/);
audit.themePersistedToStorage = !!html.match(/localStorage.*theme/i);
// Typography
audit.hasInterFont = !!html.match(/fonts\.googleapis.*Inter|font-family.*Inter/i);
audit.hasFontFallback = !!style.match(/-apple-system|system-ui/);
audit.bodyFontSize = parseFloat(getComputedStyle(document.body).fontSize);
audit.bodyFontOK = audit.bodyFontSize >= 14;
// Layout
audit.usesFlexOrGrid = !!(style.match(/display\s*:\s*(flex|grid)/));
audit.hasMaxWidth = !!style.match(/max-width/);
audit.hasResponsiveBreakpoints = !!style.match(/@media.*max-width|@media.*min-width|sm:|md:|lg:/);
// Print & Accessibility
audit.hasPrintStyles = !!style.match(/@media\s*print/);
audit.hasPrintColorAdjust = !!style.match(/print-color-adjust/);
audit.hasReducedMotion = !!style.match(/prefers-reduced-motion/);
audit.hasAriaLabels = !!html.match(/aria-label/);
audit.hasSemanticHTML = !!html.match(/<(header|main|nav|section|article|footer)/);
// Animations
audit.hasKeyframes = !!style.match(/@keyframes/);
audit.hasTransitions = !!style.match(/transition\s*:/);
// Performance
audit.fileSizeKB = Math.round(new Blob([html]).size / 1024);
audit.fileSizeOK = audit.fileSizeKB < 200;
audit.noExternalImages = document.querySelectorAll('img[src^="http"]').length === 0;
audit.htmlToImageLoaded = typeof htmlToImage !== 'undefined';
// Summary
const bools = Object.entries(audit).filter(([k,v]) => typeof v === 'boolean');
const passed = bools.filter(([k,v]) => v).length;
audit._passed = passed;
audit._total = bools.length;
audit._percent = Math.round(passed / bools.length * 100);
audit._failures = bools.filter(([k,v]) => !v).map(([k]) => k);
console.table(audit);
return audit;
})();Visual scoring — 8 dimensions for visualizations:
| # | Dimension | Weight | 10 = | 6 = |
|---|---|---|---|---|
| D1 | First Impression | 15% | Apple keynote quality | Generic template feel |
| D2 | Typography | 15% | Perfect hierarchy, Inter font, fluid sizing | All same size, no hierarchy |
| D3 | Color & Contrast | 10% | Harmonious, WCAG AA, both themes beautiful | Clashing, low contrast |
| D4 | Layout & Spacing | 15% | Consistent rhythm, responsive, generous space | Cramped, broken at mobile |
| D5 | Content Quality | 15% | Clear message in 5 seconds, zero filler | Confusing, placeholder text |
| D6 | Interactivity | 10% | Menu + theme + download + print all flawless | Missing features, broken |
| D7 | Technical | 10% | Zero errors, semantic, accessible, print-ready | Console errors, broken layout |
| D8 | Shareability | 10% | Would tweet this unprompted | Worse than Canva |
Dimensions: Correctness, Readability, Architecture, Error Handling, Performance, Testing, Documentation, Security
Dimensions: Clarity, Structure, Accuracy, Completeness, Tone, Formatting, Actionability, Brevity
Dimensions: Helpfulness, Accuracy, Tone, Efficiency, Safety, Context Awareness, Tool Usage, Follow-through
After scoring, generate the eval report as a beautiful HTML dashboard using the visualize skill:
eval-report-[artifact-name]-[date].html
This is the ultimate dogfood test — our evaluation tool produces evaluations using our visualization tool.
Generate artifact (any skill)
↓
/evaluate → Spec + Score + Visual Report
↓
Review report → identify fixes
↓
Fix (systemic → SKILL.md, local → artifact)
↓
/evaluate again → compare scores
↓
Ship when gate = SHIP or EXCEPTIONALMax 3 loops per artifact. If it can't reach SHIP in 3 loops, the problem is in the skill — update the skill's instructions, not the artifact.
# Evaluate a visualization
/evaluate path/to/visualization.html
# Evaluate with custom context
/evaluate path/to/code-project --type code
# Re-evaluate after fixes (tracks improvement)
/evaluate path/to/visualization.html --loop 2
# Generate specs only (no scoring)
/evaluate --specs-only --type dashboard© careerhackeralex, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 620 other files in eval of careerhackeralex/visualize.
Open the folder on GitHubat commit 3010770
Evaluate 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 |
|---|---|---|---|---|---|---|
| Evaluate this skillcareerhackeralex/visualize | 235 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Image To Editable Pptningzimu/image-to-editable-ppt-skill | 2.8k | — | ~4.3k | Automated safety check: Pass | MIT | |
| Slidesfcakyon/claude-codex-settings | 1.2k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Ppt Image FirstNyxTides/ppt-image-first | 1.2k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Vibe to Agentic Engineering Frameworkshanraisshan/claude-code-best-practice | 67k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Gpt Image2 PptJuneYaooo/gpt-image2-ppt-skills | 1.3k | — | ~8.9k | Automated safety check: Notes | Apache-2.0 |
ningzimu/image-to-editable-ppt-skill
Rebuild slide images, scanned or image-based PPT/PPTX files, and PDF decks into object-level editable PowerPoint (.pptx), preserving speaker notes when supplied.
fcakyon/claude-codex-settings
Create and edit presentation slide decks (.pptx) with PptxGenJS, bundled layout helpers, and render/validation utilities.
NyxTides/ppt-image-first
Build presentation plans for PPT / slides / decks through a conversation-first workflow, then propose multiple visual directions with preview images before writing deck specs.
shanraisshan/claude-code-best-practice
Explains the conceptual model behind a presentation on moving from unstructured vibe coding to fully configured agentic engineering, including its 4-level scoring system and slide conventions.
JuneYaooo/gpt-image2-ppt-skills
Generate visually striking PPT slides via OpenAI's gpt-image-2 -- use any style in styles/<collection/STYLEID.md or mimic a user-supplied .pptx template; outputs high-res slide PNGs and a 16:9 .pptx.
scunning1975/MixtapeTools
Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy.
Categories
Evaluate the quality of any AI-generated artifact — visualizations, code, documents, conversations, or any skill output. Evaluate is an agent skill from careerhackeralex/visualize. Evaluate the quality of any AI-generated artifact — visualizations, code, documents, conversations, or any skill output.
Evaluate fits situations like: tasks that involve Slides and decks.
Run `npx skills add careerhackeralex/visualize --skill evaluate -a claude-code`. Or copy the skill folder (eval in careerhackeralex/visualize) into .claude/skills/evaluate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add careerhackeralex/visualize --skill evaluate -a codex`. Or copy the skill folder (eval in careerhackeralex/visualize) into .agents/skills/evaluate in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add careerhackeralex/visualize --skill evaluate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evaluate, .gemini/skills/evaluate, .github/skills/evaluate and .opencode/skills/evaluate in your project.
SKILL.md names no scripts, command-line tools or credentials: Evaluate is instructions for the agent only.
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.
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.
Evaluate is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Evaluate: Image To Editable Ppt (ningzimu/image-to-editable-ppt-skill, 2.8k stars), Slides (fcakyon/claude-codex-settings, 1.2k stars), Ppt Image First (NyxTides/ppt-image-first, 1.2k stars) and Vibe to Agentic Engineering Framework (shanraisshan/claude-code-best-practice, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
careerhackeralex (a GitHub user) maintains it in careerhackeralex/visualize, which has 235 GitHub stars. The repository was last updated on March 6, 2026.
Source: careerhackeralex/visualize on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.