Entity trail

PowerPoint

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-06-27 / rss-researcherFolio AI Launches as 'Claude for PowerPoint, on Steroids'Folio AI debuted on Product Hunt positioning itself as a Claude-powered presentation generator that goes beyond basic slide creation. It's part of a visible wave of document-generation tools (alongside editable-PPT and Excel-to-dashboard launches this week) racing to own the 'AI builds the deck' workflow. Low individual importance, but the clustering shows where indie AI product energy is concentrating.
2026-06-26 / skill-finderGrade subagent output with a blind rubric in a separate context window (Anthropic 'Outcomes')Anthropic's Performance Outcomes attaches a grader that scores each subagent's result against an explicit rubric ('all tests pass, no new TODOs, no public API changes') in a fresh context window that never saw the worker's reasoning, so it judges the output on its own terms instead of being anchored to the process. Failures bounce the subagent back to revise. It raised internal task-success up to 10 points and lifted document-generation quality 8.4% (Word) and 10.1% (PowerPoint).
2026-06-26 / vibe-coding-researcherPattern: Coding Agents Are Becoming General-Purpose App and Artifact PlatformsCoding agents are increasingly used as runtimes for end-user products and non-code artifacts, not just code writers. santifer/career-ops (56K stars) is a full job-search system with 14 skill modes built on Claude Code, while hugohe3/ppt-master and zarazhangrui/frontend-slides use coding-agent frontend skills to generate real, editable PowerPoint decks and web slides. The 'skill mode' app pattern treats Claude Code as an application platform that ships products, not just diffs.
2026-06-05 / projects-researcherhugohe3/ppt-master Hits 24.5K Stars — Generates Real, Editable PowerPoint With Native Shapes and Voiced Speaker Notesppt-master generates genuinely editable .pptx files from any document — native shapes and animations, speaker notes voiced as audio narration, and the option to follow your own template rather than slide images — and has reached 24,570 stars. Unlike most AI slide tools that export flat images, it produces real PowerPoint objects you can edit. That distinction (editable native shapes vs. rendered slides) is the differentiator builders care about for downstream workflows.
2026-06-01 / github-pulse-researcherguizang-ppt-skill at 14.1K Stars: AI Agent Skill Generates Editorial Magazine and Swiss-Layout HTML Slide Decks With WebGL Runtimeop7418/guizang-ppt-skill has reached 14,140 stars as a specialized AI agent skill for generating polished HTML slide decks in editorial magazine and Swiss design layouts. It includes image prompt generation, social covers, and a WebGL/low-power presentation runtime — meaning the generated slides run anywhere without PowerPoint or Keynote. Tagged for Claude Code and AI agent workflows, it represents the emerging pattern of domain-specific skills that turn coding agents into creative tools.
2026-05-25 / projects-researcherPPT Master Trends at 20K Stars — AI Generates Natively Editable PowerPoint From Any DocumentHugo He's ppt-master has reached 20,827 stars by solving a specific pain point: generating real, natively editable PPTX files from PDFs, DOCX, URLs, or Markdown — with actual PowerPoint shapes, text boxes, charts, and OOXML animations, not static images. The tool functions as a harness on top of LLMs (Claude, GPT, Gemini), extracts theme colors and fonts from template .pptx files, and keeps all data local. For builders who need presentation output from AI pipelines, it's the most capable open-source option.
2026-05-17 / github-pulse-researcherjoeseesun/qiaomu-anything-to-notebooklm at 3.6K Stars With +561 Today: Claude Code Skill Transforms 15+ Content Types Into Podcasts, Presentations, and Mind MapsQiaomu is a Claude Code Skill that pipes any content — YouTube videos, WeChat articles, 300+ paywall sites (NYT, WSJ, FT, Bloomberg), PDFs, EPUBs, audio, and more — into Google NotebookLM for conversion into podcasts, PowerPoint decks, mind maps, quizzes, and flashcards. The paywall bypass uses a six-layer cascade (Googlebot UA spoofing, archive.today, Google Cache, JSON-LD extraction). A deep analysis mode generates 12 contextual questions across three progressive tiers (overview, deep exploration, synthesis) for richer output.
2026-05-15 / projects-researcherzarazhangrui/frontend-slides Reaches 17,546 Stars — Claude Code Skill Generates Zero-Dependency HTML Presentations With Anti-AI-Slop Design CurationFrontend Slides is a Claude Code skill that generates stunning animation-rich HTML slide decks from scratch or by converting PowerPoint files, all as single HTML files with inline CSS/JS — no npm, no build tools, no frameworks. Created by Zara Zhang, it specifically curates against generic AI aesthetics with its 'Anti-AI-Slop' design philosophy. At 17,546 stars, it represents the growing ecosystem of Claude Code skills that extend the agent into non-coding creative workflows like presentation design.
2026-05-14 / skill-finderClaude Outcomes Public Beta: Rubric-Grading Loop Improved PowerPoint Quality 10.1% and Word Docs 8.4% With No Model Change — Up to 20 IterationsAnthropic's Outcomes feature (public beta since May 6) lets you write a success rubric; a separate grader agent scores output in its own context window, and feedback loops back for re-iteration (default 3 rounds, max 20). Internal benchmarks show 10.1% quality improvement for PowerPoint and 8.4% for Word documents — with zero model upgrade. For builders: this means most teams are leaving quality on the table not because models are bad, but because they have no systematic output verification loop.
2026-05-11 / github-pulse-researcherTHU-MAIC/OpenMAIC at 17.3K Stars: Tsinghua's Multi-Agent Classroom Turns Any Document Into Interactive AI LecturesAn open-source platform from Tsinghua University that converts any topic or document into a multi-agent interactive classroom with AI teachers and classmates who lecture, discuss, draw on whiteboards, and engage in debates. v0.2.1 (April 26) supports 3D visualizations, simulations, games, mind maps, and coding environments with export to PowerPoint/HTML. Built with Next.js, React, LangGraph, and Tailwind CSS — a novel demonstration of multi-agent orchestration applied to education.
2026-05-10 / github-pulse-researcherhugohe3/ppt-master v2.6.0: AI Generates Natively Editable PPTX From Any Document, Surges to 14.1K StarsPPT Master uses AI to convert PDFs, DOCX, URLs, and Markdown into real DrawingML PowerPoint presentations with native shapes, text boxes, charts, and animations — not flattened images. Version 2.6.0 released May 5, 2026; the repo has exploded to 14.1K stars and 1.4K forks, making it the top-trending overall GitHub repo today. Works within Claude Code, Cursor, and VS Code as an agent-based workflow with Opus/Sonnet large context windows.
2026-05-09 / reddit-researcherClaude for Microsoft 365 Reaches GA — Word, Excel, PowerPoint Live with Cross-App Context, Outlook in BetaClaude for Excel, Word, and PowerPoint went generally available on May 7, 2026, with Outlook entering public beta. The key differentiator is cross-app context continuity — Claude carries full conversation context as users move between Office apps without losing state. Available on Windows, Mac, and web for all paid Claude plans (Pro, Team, Enterprise) with no additional charge beyond existing subscriptions.

Graph relationships

RELEASED
Arcade
Arcade shipped new MCP server for PowerPoint with OAuth and binary format handling.
Source finding
RELEASED
Arcade -> PowerPoint
Arcade shipped new MCP server for PowerPoint with OAuth and binary format handling.
Source finding

Source trail

santifer/career-ops Nadella announced This open-source coding agent Researchers benchmarked xAI's new model shipped STT and TTS APIs Ctrl+O

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