@KyrieCheungYep: 推荐一个 PPT 制作 Skill:ultimate-ppt-master-skill,它比较贴近真实工作时候需要做 PPT 的场景,功能和亮点如下: 1、先问清楚需求 很多 AI PPT 工具上来就做页,结果做出来全是空话。 PPT M…

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摘要

推荐一个开源PPT制作工具ultimate-ppt-master-skill,它通过先明确需求、整理资料结构、生成可编辑PPTX或Web Deck、配图生成和成稿审阅等流程,贴近真实办公场景,解决AI PPT生成中常见的空话和不可编辑问题。

推荐一个 PPT 制作 Skill:ultimate-ppt-master-skill,它比较贴近真实工作时候需要做 PPT 的场景,功能和亮点如下: 1、先问清楚需求 很多 AI PPT 工具上来就做页,结果做出来全是空话。 PPT Master Skill 会先追问几个关键问题: 给谁看?什么场景?汇报、路演、培训还是方案? 偏正式、科技感、咨询风,还是老板喜欢的“稳一点”? 先把边界问清楚,后面才不容易跑偏 2、整理资料和内容结构 它不只吃一句 prompt。 可以围绕本地资料、项目文档、原始素材去整理信息,先把内容顺一遍,再决定每一页讲什么。 这一步很关键,因为 PPT 最难的地方在于: 这一页到底要表达什么? 上一页和下一页之间有没有逻辑? 老板看到这里会不会问“所以呢”? 3、生成可编辑 PPTX 它的目标不是给你一张死图,也不是只生成一个看起来很炫的网页。 它可以产出可编辑的 PPTX,后面还能继续改文字、换图、调版式。 这点对真实办公很重要。 因为公司里的 PPT 很少是一版过,基本都要被改 3 轮、5 轮,甚至被不同人来回接手 4、也可以先做 Web Deck 有些时候,先做成 Web Deck 更方便。 比如要快速看结构、看视觉方向、看整套表达是不是顺。 等方向定了,再转成 PPTX。 这比一开始就在 PPT 里死磕排版舒服很多 5、配图也纳入流程 如果某一页需要视觉图、概念图、场景图,它可以接 GPT 生图。 这样就不用一边写 PPT,一边满世界找图。 尤其是做产品介绍、AI 方案、战略汇报时,很多图本来就很难在素材网站里找到现成的 6、做完之后还会审阅 这个 Skill 比较有意思的一点,是它把“检查成稿”也放进流程里。 不是生成完就丢给你,而是会渲染出来看: 文字有没有挤在一起? 图片有没有压住标题? 页面是不是空得离谱? 风格有没有前后不一致? 这份东西拿去汇报,会不会一眼像 AI 糊出来的? 7、保留审计记录 它还强调审计留痕。 也就是这份 PPT 为什么这样做、素材从哪来、哪些地方改过,尽量能追得回去。 这对团队协作很有用。 不然很多 AI 生成的东西,第一眼还行,真要改的时候根本不知道从哪下手 如果你刚好要做 PPT,去参加答辩或者汇报,可以试试看这个 Skill!
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推荐一个 PPT 制作 Skill:ultimate-ppt-master-skill,它比较贴近真实工作时候需要做 PPT 的场景,功能和亮点如下:

1、先问清楚需求 很多 AI PPT 工具上来就做页,结果做出来全是空话。 PPT Master Skill 会先追问几个关键问题: 给谁看?什么场景?汇报、路演、培训还是方案? 偏正式、科技感、咨询风,还是老板喜欢的“稳一点”? 先把边界问清楚,后面才不容易跑偏

2、整理资料和内容结构 它不只吃一句 prompt。 可以围绕本地资料、项目文档、原始素材去整理信息,先把内容顺一遍,再决定每一页讲什么。 这一步很关键,因为 PPT 最难的地方在于: 这一页到底要表达什么? 上一页和下一页之间有没有逻辑? 老板看到这里会不会问“所以呢”?

3、生成可编辑 PPTX 它的目标不是给你一张死图,也不是只生成一个看起来很炫的网页。 它可以产出可编辑的 PPTX,后面还能继续改文字、换图、调版式。 这点对真实办公很重要。 因为公司里的 PPT 很少是一版过,基本都要被改 3 轮、5 轮,甚至被不同人来回接手

4、也可以先做 Web Deck 有些时候,先做成 Web Deck 更方便。 比如要快速看结构、看视觉方向、看整套表达是不是顺。 等方向定了,再转成 PPTX。 这比一开始就在 PPT 里死磕排版舒服很多

5、配图也纳入流程 如果某一页需要视觉图、概念图、场景图,它可以接 GPT 生图。 这样就不用一边写 PPT,一边满世界找图。 尤其是做产品介绍、AI 方案、战略汇报时,很多图本来就很难在素材网站里找到现成的

6、做完之后还会审阅 这个 Skill 比较有意思的一点,是它把“检查成稿”也放进流程里。 不是生成完就丢给你,而是会渲染出来看: 文字有没有挤在一起? 图片有没有压住标题? 页面是不是空得离谱? 风格有没有前后不一致? 这份东西拿去汇报,会不会一眼像 AI 糊出来的?

7、保留审计记录 它还强调审计留痕。 也就是这份 PPT 为什么这样做、素材从哪来、哪些地方改过,尽量能追得回去。 这对团队协作很有用。 不然很多 AI 生成的东西,第一眼还行,真要改的时候根本不知道从哪下手

如果你刚好要做 PPT,去参加答辩或者汇报,可以试试看这个 Skill!


kdnsna/ultimate-ppt-master-skill

Source: https://github.com/kdnsna/ultimate-ppt-master-skill

Ultimate PPT Master - v5.3 Best-Effect Brief Enhancer

Local-first AI presentation production for real office work: first expand short prompts into a best-effect brief, then turn unclear requests, messy source material, or structured briefs into editable PPTX or magazine-style Web Decks with a Guizang-like fixed-style fallback, Visual Brief tags, source confidence, delivery scorecards, official/IP asset boundaries, Codex/GPT no-text visuals, rendered review, and formal delivery audits.

v5.3.0 · English · 中文 README · Docs · v5.3 Release Notes · Agent Skill

Ultimate PPT Master Web Experience

Open Web Experience · Benchmark Wall · v5.3.0 Notes · Agent Bridge · Skill Market Distribution

Version 5.3.0 Best-effect brief Visual Brief tags Editable PPTX Web Deck MIT License

Best Results Prompt

Use this prompt when calling the skill from Codex, ChatGPT, Claude Code, Hermes, OpenClaw, Cursor, or any Agent that can read this repo:

Use $ultimate-ppt-master to expand my short request into a best-effect brief first. If my prompt is extremely thin, use the Guizang-like Magazine Web Deck fixed style by default; if I explicitly need a formal editable deck, use PPTX and keep the same quality checks.

What v5.3 does before production:

User inputv5.3 behavior
Only a topic or one sentenceCreate an Auto-expanded brief, then use Guizang-like Magazine Web Deck fixed style unless the user explicitly asks for formal editable PPTX.
“Make me a PPT about X” with no sourcesTreat it as an extremely thin prompt; default to an 8-page Style A editorial/e-ink Web Deck so the first result is stable and visually strong.
Formal report, government/finance/training, or editable file requestUse editable PPTX, Microsoft YaHei, formal-business quality gate, source confidence, official/IP asset plan, and the same best-effect brief record.
Source files or a detailed briefPreserve the user’s intent, write assumptions, and proceed through the normal expectation-fit and quality checks.

The point is simple: the user should not need to know the perfect prompt. The Agent must first turn a rough instruction into the production brief that would normally lead to the best result.

Why Teams Use It

Most AI PPT tools can make something that looks finished. Office teams need something they can trust, edit, audit, and revise, even when the first user request is only “make me a PPT”.

NeedWhat Ultimate PPT Master gives you
Make short prompts usefulv5.3 adds a Best-Effect Brief Enhancer so the Agent expands vague requests before choosing route, style, page rhythm, and assumptions.
Get a strong first version from little inputAn extremely thin prompt defaults to Guizang-like Magazine Web Deck fixed style instead of a bland generic PPT or another long interrogation.
Make a real PowerPoint when neededFormal, editable, government, finance, training, and report requests still go to editable PPTX with Microsoft YaHei and formal-business checks.
Avoid expectation driftv5.2 turns the clarity gate into a contract: tags, guided answers, source confidence, reference style, delivery scorecard, and feedback taxonomy are all written into the handoff.
Ask the right questionsThe agent clarifies audience, scenario, purpose, source status, core message, page count, visual style, asset rules, output format, and compliance boundaries before production when those answers matter.
Use better AI visualsCodex/GPT image generation is treated as a composed visual engine for no-text backgrounds, support scenes, and micro-assets, not element stacking.
Keep brands safeOfficial/IP marks such as logos, campaign names, cards, QR codes, and partner marks require official-source, user-provided, text-lockup fallback, or replacement status.
Keep PowerPoint editablePPTX output keeps real text, shapes, tables, charts, notes, logos, QR codes, and traceable image sources.
Avoid “small PPT” syndromeMicrosoft YaHei defaults, 16:9 spacing guardrails, title/body scale, card-count limits, and layout variety are locked before final assembly.
Review before revisingRendered review writes findings, a safe repair plan, and a user-approved revision-brief.md for the second pass.
Stay local-firstThe Bridge writes project files on localhost; private source material is not uploaded unless the user explicitly chooses that route.

Who It Is For

AudienceTypical workWhy v5.3 fits
Office teamsLeadership updates, work reports, training decks, project reviews, and sales enablement decks.Handles vague one-line requests by auto-expanding a best-effect brief before production.
Finance, government, and enterprise usersFormal materials that need careful wording, brand boundaries, and traceable source claims.Keeps official/IP assets documented and blocks fake logo-like placeholders for external release.
Consultants and internal strategy teamsStructured narratives, industry scans, solution proposals, and executive summaries.Builds a single project-brief.json contract before page generation so structure, audience, and style stay aligned.
Event and brand teamsKeynotes, campaign decks, culture-tourism decks, product showcases, and public-facing visuals.Uses Codex/GPT image generation for composed no-text visuals while the business message stays editable.

Typical Scenarios

Requestv5.3 default behavior
“Make me a PPT.”Create bestEffectBrief; if it is extremely thin and not explicitly formal/editable, produce the Guizang-like Magazine Web Deck fixed style.
“Make this source into a PPT.”If the source has no audience or purpose, ask for scenario, audience, and desired outcome first; then create editable PPTX by default.
“Use a stronger visual style.”Read the source, name a theme art direction, generate no-text support visuals when useful, then keep titles, numbers, tables, and charts editable.
“This is for an external brand or public event.”Require an official/IP asset plan for logos, campaign marks, cards, QR codes, partner marks, and any generated imagery.
“I need to revise it after review.”Render the deck, write findings, create a safe repair plan, and produce revision-brief.md only after confirmation.

What You Get

DeliverableWhat is insideWhy it matters
bestEffectBriefPrompt quality, auto-expanded brief, recommended route, Extreme Thin Prompt Fallback state, fixed style, and assumptions.Agents no longer use the user’s rough sentence as the production brief.
Editable PPTXReal text boxes, shapes, charts, tables, speaker notes, and editable brand lockups where safe.The deck can be handed to a PowerPoint user, not only admired as screenshots.
Web DeckA single-file browser presentation for talks, showcases, and magazine-style storytelling.Useful when visual rhythm and sharing matter more than PowerPoint editing.
project-brief.jsonbriefMode, visualBrief, guidedBrief, expectationFit, sourceConfidence, deliveryScorecard, referenceStyle, feedbackLoop, and confirmationBrief in one handoff contract.The system knows which signals came from the user, which came from tags, which are assumptions, and what to fix if the user is unsatisfied.
Visual BriefScenario, audience, purpose, content status, visual style, density, asset strategy, output preference, pasted background, links, and extra requirements.Web users can express a rich PPT request without filling a long form.
Guided BriefCodex-collected answers for scenario, audience, purpose, core message, sources, page count, outline, style, assets, output, must-include, and must-avoid.Chat users are walked through the missing essentials before serious production.
Expectation FitGreen/yellow/red risk level, source confidence, missing signals, assumptions, delivery scorecard, and readiness for production.High-risk vague briefs are visible before the deck is generated.
Source and asset recordssource-map.json, image_sources.json, image_prompts.json, and official/IP fallback notes.Reviewers can see what was sourced, generated, replaced, or left for authorization.
Review packageRendered previews, findings, repair candidates, and quality status.Revisions start from observed issues instead of vague “make it better” loops.

What v5 Changes

v5.0.0 made the product a delivery-defaults system. v5.1.0 added staged intake for unclear requests. v5.2.0 turned those signals into an expectation-fit contract. v5.3.0 adds the layer that was missing for real Agent use: short instructions are auto-expanded into a best-effect brief before route selection, and topic-only prompts get a fixed high-quality Guizang-like Web Deck default.

v5 defaultPractical effect
Best-Effect Brief EnhancerEvery Agent run starts by writing bestEffectBrief: prompt quality, auto-expanded brief, assumptions, route, fixed fallback, and user-visible caveats.
Extreme Thin Prompt FallbackTopic-only or one-line prompts default to Guizang-like Magazine Web Deck fixed style unless the user explicitly needs formal editable PPTX.
Expectation-fit contractproject-brief.json and quality-report.json now carry sourceConfidence, deliveryScorecard, referenceStyle, feedbackLoop, failureTaxonomy, confirmationBrief, and imageAcceptance.
Editable PPTX firstFormal reports, consulting decks, finance/government material, and normal “make PPT” requests go straight to PowerPoint-ready output after the brief is clear enough.
Visual Brief BuilderWeb users pick diverse tags and paste background material, meeting notes, leadership requirements, links, and special constraints.
Codex Guided IntakeIf the request is vague, Codex asks by stage: audience and scenario, content source and core message, page structure, visual style, asset policy, output format, and compliance boundaries.
Unified brief contractWeb tags and Codex interview answers both flow into project-brief.json, so Bridge, Desktop Worker, audits, and prompts read the same intent.
Expectation Fit gateGreen means production-ready; yellow means proceed with caveats; red means clarify or explicitly draft with assumptions.
Feedback taxonomyIf the user is unhappy, the next revision classifies the reason first: brief mismatch, source gap, style mismatch, visual-density mismatch, asset/IP boundary, or format mismatch.
Codex-first generated visualsGenerated imagery supports the page as no-text layers or reusable micro-assets; body content remains editable.
Official/IP asset planDeterministic marks are sourced or documented. Fake logo-like placeholders are blocked for external release.
Theme art directionAfter reading the source, the agent names a subject-fit art concept, such as 山海交汇 烟火同行 for cultural tourism, then carries it through cover/tail pages and title treatment unless the deck is a serious report.
Typography and layout systemMicrosoft YaHei is the default CJK office font; body text normally stays 18-24px with clear title/body scale and safe margins.
Formal-business auditdesign_spec.md, spec_lock.md, design-quality-report.md, asset manifests, and PPTX/Web artifacts are checked before delivery.

v5 Delivery Standard

AreaStandard
Best-effect brief firstAgents must expand short requests before production and record the inferred assumptions in bestEffectBrief.
Extremely thin promptsDefault to Guizang-like Magazine Web Deck fixed style unless the user explicitly requests formal editable PPTX.
Right questions firstWhen a missing answer can change the deck, Codex pauses for staged intake instead of silently guessing.
Draft escape hatchIf the user says “draft with defaults” or “先做一版草稿”, the system may proceed with assumptions and must record them.
PPTX editabilityBusiness content stays editable. Full-slide raster images are reserved for intentional no-text backgrounds, illustrations, or browser-only Web Deck moments.
Image generationCodex/GPT visuals must be composed scenes or support assets with no embedded text, no fake logos, and prompt records.
Official assetsLogos, cards, QR codes, campaign IP, and partner marks must be official-source, user-provided, text-lockup fallback, or needs-authorized-replacement.
TypographyMicrosoft YaHei is the default Chinese office font. Page titles, body text, captions, numbers, and footers must have visible hierarchy.
Layout16:9 pages use safe margins, card-count limits, readable body scale, and layout variety across summary, process, comparison, data, and closing pages.
HandoffThe final package should include the PPTX or Web Deck, rendered review, quality report, source records, expectation caveats, and any asset caveats.

Product Loop

The production path is intentionally narrow. It should feel like a senior PPT operator turning messy material into a deliverable, not like a user configuring an engine.

User request or source material
  -> Best-Effect Brief Enhancer
  -> clarity gate / Extreme Thin Prompt Fallback
  -> Web Visual Brief tags or Codex Guided Intake
  -> project-brief.json with bestEffectBrief + expectationFit
  -> official/IP asset plan
  -> page roles + recipes + editability/raster policy
  -> Codex/GPT no-text visual assets when useful
  -> editable PPTX or magazine Web Deck
  -> rendered review findings
  -> safe repair plan + revision-brief.md
  -> formal delivery audits

Core artifacts in plain language:

  • project-brief.json: the production brief; v5.3 records bestEffectBrief, briefMode, visualBrief, guidedBrief, and expectationFit.
  • design_spec.md: human-readable design contract for visual direction, page roles, typography, assets, expectation risks, and completion caveats.
  • spec_lock.md: machine-readable execution lock for page recipes, visual layers, raster policy, brand assets, expectation contract, and aesthetic checks.
  • storyboard.json: DeckIR page map with page roles, recipe IDs, evidence refs, raster policy, and editability targets.
  • source-map.json: traceable source claims used by the deck.
  • images/image_sources.json and images/image_prompts.json: official/public/generative asset provenance and prompt records.
  • review-findings.json: rendered-review issues with severity, risk level, repair target, and suggested command.
  • repair-plan.json: low-risk repair candidates; default path is dry-run.
  • revision-brief.md: second-generation brief created only after explicit safe apply.
  • quality-report.json: merged delivery, planning, expectation, and rendered-review status.

DeckIR is the page map. Page recipes are the layout instructions for each slide. Raster policy is the rule that decides which visual layers may become pixels and which content must remain editable.

60-second quickstart

git clone https://github.com/kdnsna/ultimate-ppt-master-skill.git
cd ultimate-ppt-master-skill
npm run setup
npm run doctor
npm run bridge

Then open the Web Experience. Choose a recommended Visual Brief combination, add tags, paste background material, connect locally, and deliver the handoff project.

NeedBest routeOutput
Only a topic or one-line requestGuizang-like fixed Web DeckStable 8-page Style A editorial/e-ink HTML deck.
Formal report, consulting deck, training deck, editable business materialEditable PPTXPowerPoint deck with editable text, shapes, charts, tables, notes, and quality checks.
Talk, showcase, demo day, editorial presentationWeb DeckSingle-file browser deck with stronger visual rhythm and shareable HTML.
Both formal handoff and browser previewDual deliverySeparate PPTX and Web projects with shared source and aligned structure.
Vague request with high expectationsCodex Guided IntakeStaged questions, confirmed brief, then PPTX/Web production.

Real Production Flow

StepWhat the agent should do
Expand firstConvert the raw request into bestEffectBrief, including route, style, page count, assumptions, and fixed fallback state.
Judge clarityDecide whether the request is production-ready, yellow-risk, or too vague.
Ask or tagUse Visual Brief tags on Web; use Codex Guided Intake in chat when essential context is missing.
Confirm briefSummarize target, audience, content frame, page count, style, assets, output format, and assumptions before production.
Read the sourceExtract the core message, constraints, figures, and named assets before proposing page structure.
Plan pagesAssign every page a role: cover, summary, evidence, process, comparison, data, case, route, call-to-action, or closing.
Build assetsUse official/user assets where required; generate no-text visuals only where they improve the message.
AssembleKeep business text, charts, tables, and labels editable; use Microsoft YaHei and a restrained office hierarchy by default.
ReviewRender the output, inspect layout and asset risks, write findings, then repair only with a safe plan.

Capability Matrix

LayerReleaseWhat it protects
Best-effect brief and fixed fallbackRelease Notes - v5.3.0Auto-expanded brief, extreme-thin prompt fallback, Guizang-like Magazine Web Deck fixed style, and PPTX exception path.
Guided intake and expectation fitRelease Notes - v5.1.0Visual Brief tags, Codex staged questions, unified project-brief.json, and readiness risk before generation.
Expectation-fit contractRelease Notes - v5.2.0Source confidence, reference-style choices, delivery scorecard, feedback taxonomy, confirmation brief, and image acceptance.
Delivery defaultsRelease Notes - v5.0.0Default PPTX route, one delivery brief, official/IP asset handling, Microsoft YaHei layout scale, and Codex-first image generation.
Rendered review and repair briefv4.3 Rendered Review LoopReview after rendering, propose low-risk repairs, generate revision-brief.md only after confirmation.
AI planningDeckIR AI Planning Workflow v4.2scripts/ai_storyboard.py, storyboard.json, evidence refs, editability targets, and no-key fallback.
Simplified Web consoleSimplified Web Console v4.1Four-step console, one primary next action, grouped previews, lower first-screen complexity.
Hybrid-editable generationHybrid-Editable Visual Workflow v4.0page recipes, no-text generated visual layers, editable PPTX body content, formal raster policy.
Public proof surfaceQuality Workbench v2.5Benchmark Wall, synthetic proof packs, Design Doctor reporting, and release checks.

Historical release notes: v5.2.0, v5.1.0, v5.0.0, v4.3.0, v4.2.0, v4.1.0, v4.0.0, v3.0.0.

Proofs

The Benchmark Wall keeps public synthetic proof packs visible before anyone installs the project.

ProofLink
v5.3 best-effect brief enhancerRelease Notes - v5.3.0
v5.2 expectation-fit contractRelease Notes - v5.2.0
v5.1 guided-intake releaseRelease Notes - v5.1.0
v5 delivery-defaults releaseRelease Notes - v5.0.0
Rendered review releaseRelease Notes - v4.3.0
DeckIR AI planning packRelease Notes - v4.2.0
Hybrid-editable releaseRelease Notes - v4.0.0
Stable proof matrixQuality Workbench v2.5
Skill marketplace readinessSkill Market Distribution

Use As Agent Skill

Copyable marketplace prompt:

Use $ultimate-ppt-master to expand my short request into a best-effect brief first. If my prompt is extremely thin, use the Guizang-like Magazine Web Deck fixed style by default; if I explicitly need a formal editable deck, use PPTX and keep the same quality checks.

Expert users can install the Skill directly:

bash -lc 'set -e; dir="$HOME/.codex/skills/ultimate-ppt-master"; if [ -d "$dir/.git" ]; then git -C "$dir" pull --ff-only; else git clone https://github.com/kdnsna/ultimate-ppt-master-skill.git "$dir"; fi; cd "$dir"; npm run setup'

Guide: Agent Setup. Local connector: Agent Connect Bridge.

Repository Map

AreaUse it for
SKILL.md and references/Agent behavior, guided intake, route selection, asset sourcing, visual generation, and delivery rules.
apps/web and apps/desktopWeb Experience, Visual Brief Builder, local bridge handoff surface, and desktop worker integration.
apps/bridgeLocal project-brief.json creation, expectation-fit handoff, source parsing, and agent task files.
scripts/Audits, release checks, rendered-review repair, provider setup, and repository maintenance.
templates/Design spec and spec lock references used by formal-business delivery.
docs/User guides, release notes, quality workflows, strategy docs, and Chinese documentation.
tests/Release integrity, audits, worker behavior, bridge behavior, and public-surface guarantees.

Documentation Map

NeedRead
Try the web front doorWeb Experience
Connect browser, local files, and AgentsAgent Connect Bridge
Install and invoke the SkillAgent Setup
Choose PPTX vs Web Deck vs DesktopChoosing a Workflow
Configure provider keys locallyModel and Provider Setup
Review v5.2 expectation contractRelease Notes - v5.2.0
Review v5.1 guided intakeRelease Notes - v5.1.0
Review v5 delivery defaultsRelease Notes - v5.0.0
Review v4.3 repair flowRendered Review Loop v4.3
Apply rendered repair planscripts/apply_review_plan.py
Understand DeckIR AI planningDeckIR AI Planning Workflow v4.2
Understand the v4.0 visual contractHybrid-Editable Visual Workflow v4.0
Audit visual recipesscripts/audit_visual_recipes.py
Review release maintenanceRelease and Maintenance
Debug setup or generation issuesTroubleshooting

Full map: docs/README.md. Chinese map: docs/zh-CN/README.md.

Quality Gates

Run these maintainer checks before publishing a README, version, Skill, Web, or Desktop release:

npm run audit:docs
npm run audit:web-console
npm run audit:presets
npm run audit:quality
npm run audit:market
npm run test:node
npm run test:bridge
npm run test:worker
npm run build:web
npm run build:desktop
git diff --check

The README promise must stay tied to executable checks. If a capability is advertised here, it should have a doc, script, test, audit, or public proof artifact. Desktop binary packaging is not claimed by this README unless a separate packaging command is run and recorded for that release.

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@yaohui12138: 最近 guizang 、zarazhangrui 花叔等大佬纷纷开源 PPT Skill,我花了一天测试完了7个ppt skill项目,直接把结论分享给大家: AI 生成 PPT 丑的核心原因,不是 AI 能力不行,是你没给它正确的审美约…

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作者评测了7个开源PPT Skill项目,指出AI生成PPT丑的核心原因是缺乏正确的审美约束系统,这些项目通过编译审美规则来提升AI生成PPT的设计质量,并分别介绍了各自的特点和适用场景。

@Gorden_Sun: 史上最强原生PPT Skill,更适合中国宝宝 使用我创建的这个Skill,一句话即可生成复杂、豪华、可编辑的PPT文件。试一次,要是生成的效果不让你震惊,你来打我。 几大特色: 1、能生成信息密度高、排版复杂、看起来高大上的PPT,也支…

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GordenSun 发布了一个名为 GordenPPTSkill 的开源项目,能让 AI 助手(如 GPT、DeepSeek、Claude 等)一句话生成信息密度高、排版复杂的可编辑 PPT 文件,支持自动更新模板,适合国企和互联网大厂使用。

@aiwarts: https://x.com/aiwarts/status/2070137056144019720

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开源了Humanize PPT,一个为演讲设计的HTML PPT技能。它通过AST(Audience, State, Transfer)逻辑重新编排大纲,配合下游渲染技能生成真正可用于演讲的PPT,解决信息分配不均、内容空洞等问题。