react-doctor
Skill94k starsChanged 8 months agoApache-2.0View on GitHub
Use when finishing a feature, fixing a bug, before committing React code, or when the user types `/doctor`, asks to scan, triage, or clean up React diagnostics. Covers lint, accessibility, bundle size, architecture. Includes a regression check and a full local-triage workflow that fetches the canonical playbook.
54 other projects use a version of this, 37 of them edited; 2 new projects in the last 4 weeks, against 8 the 4 before.
Adopted by
Cooling: 2 new projects took it in the last 4 weeks, 0.3× the 4 weeks before.thin data
Most recently taken up by
- vlad-ryzhkov/ai-context-engineering-for-frontendtheir own version, first seen Nov 15, 2026
- PostHog/posthogtheir own version, first seen Nov 14, 2026
- PostHog/posthog-fosstheir own version, first seen Nov 14, 2026
- compozy/compozyedited, first seen Nov 13, 2026
- podo/design-agent-skillstheir own version, first seen Nov 8, 2026
- uptimekit/uptimekitedited, first seen Nov 8, 2026
Who's talking about infiniflow/ragflow
- WorldofAI“RagFlow: Ultimate RAG Engine - Semantic Search, Embeddings, Vector Search + Supports Graph!”YouTube · Jul 30, 2024 · 35k views
- Prince Gupta“This Open-Source RAG Engine Has 92K Stars on GitHub”YouTube · Oct 26, 2026 · 3.1k views
- RAGFlow“RAGFlow: Build a Superior Context Layer for Your AI Agents”YouTube · Apr 30, 2026 · 2.2k views
- GithubTrends“73K Devs Ditched Pinecone for This Free RAG Engine — RAGFlow #Shorts”YouTube · Mar 29, 2026 · 1.3k views
- RAGFlow“How RAGFlow Powers the Agent Era”YouTube · Jun 18, 2026 · 1k views
The biggest 5 of 136 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 136
Talked about on GitHub, Bluesky, YouTube, the web and Hacker News (136 times).
On GitHub · 50
- Jan 21, 2026Developer Activities: Call for Participation! — oceanbase/seekdb7 reactions · 57 comments
- Aug 15, 2025Add and use the knowledge graph parameter use_kg to the RAGlow external API — langgenius/dify4 reactions · 1 comment
- Feb 10, 2025可否增加支持ragflow? — QuantumNous/new-api4 reactions · 4 comments
- Mar 3, 2025Suggestion: RAGflow — av/harbor2 reactions · 3 comments
- Sep 21, 2026【知识库】AI 知识库演进:从经典检索到 Agentic RAG — QingyaFan/blog1 reaction
45 more on GitHub
- Aug 12, 2026fix(api): point SSRF-blocked error message at the correct dify issue — langgenius/dify1 reaction · 1 comment
- Nov 28, 2025General Feedback re: self-hosting devops, image support, paper writing workflow — khoj-ai/openpaper1 reaction · 4 comments
- Aug 29, 2024What is the difference between kotaemon and other RAG apps? — Cinnamon/kotaemon1 reaction · 2 comments
- Nov 7, 2026工具选择指南、三个可做完的作品、可合并的这一周 — superjackman/SI0 reactions
- Oct 29, 2026Add RAGFlow to RAG frameworks list — Danielskry/Awesome-RAG0 reactions
- Oct 29, 2026Add RAGFlow to Developer tools — steven2358/awesome-generative-ai0 reactions
- Oct 27, 2026[catalog-candidate] ragflow-self-hosted — ePlus-DEV/free-tier-hub0 reactions · 3 comments
- Oct 24, 2026test(real): 收官修正轮 —— M26 抗替身断言 + M27 口径改 PARTIAL — zzy1661/aip0 reactions
- Oct 24, 2026test(real): 重取 M26 真实证据并补齐 M27 两条真实失败模式 — zzy1661/aip0 reactions
- Oct 12, 2026Supported filetypes for bot service — crownshy/comhairle0 reactions · 2 comments
- Oct 1, 2026maxe no_ocr and pypdfium2 parameters available — docling-project/docling-serve0 reactions · 3 comments
- Sep 23, 2026AACR infiniflow__ragflow@f189316 — razorpaytest/ragflow0 reactions
- Sep 23, 2026AACR infiniflow__ragflow@a63caa1 — razorpaytest/ragflow0 reactions
- Sep 23, 2026AACR infiniflow__ragflow@7051234 — razorpaytest/ragflow0 reactions
- Sep 23, 2026AACR infiniflow__ragflow@2d06022 — razorpaytest/ragflow0 reactions
- Sep 20, 2026Unescape function does not handle escaped hyphen — infiniflow/infinity0 reactions · 1 comment
- Sep 2, 2026feat: integrate relationship-aware memory and specify Continuity — karolswdev/HoldSpeak0 reactions · 2 comments
- Aug 28, 2026Upstream bug: helm chart renders unquoted passwords — Secret rejected by API server, or silently corrupted — whg517/ragflow-helm-chart0 reactions
- Aug 15, 2026Developer Race — RAGFlow — Retrieval & Context Engine — 8x8org/.github0 reactions
- Aug 13, 2026docs: update CLAUDE.md — RJHuey73/ragflow0 reactions
- Jul 18, 2026[번역] infiniflow / ragflow — roomedia/ax-trend0 reactions
- Jul 13, 2026fix(stt): close Fun-ASR stream responses — 77zane/ragflow0 reactions
- Jul 2, 2026Update repo table — arran4/arran40 reactions
- Jun 27, 2026Update repo table — arran4/arran40 reactions
- Jun 25, 2026Update repo table — arran4/arran40 reactions
- Jun 18, 2026Partner confirmation: infiniflow/ragflow — EvoLinkAI/EvoLinkAI.github.io0 reactions
- Jun 9, 2026[codex] feat: add MiMo LLM runtime and product diagnostics — cetshow/cn-graphrag-eval-opt0 reactions
- May 23, 2026feat: add ragflow template — Phala-Network/phala-cloud0 reactions · 2 comments
- May 12, 2026Update repo table — arran4/arran40 reactions
- May 7, 2026Update repo table — arran4/arran40 reactions
- Apr 26, 2026Update repo table — arran4/arran40 reactions
- Apr 4, 2026Update repo table — arran4/arran40 reactions
- Mar 27, 2026Fix match_text in fulltext — infiniflow/infinity0 reactions · 1 comment
- Mar 18, 2026ragflow 연계나 활용할 수 있을지 검토 — growthtime-pos/curator-desktop0 reactions
- Mar 11, 2026[Upstream #76] 知识图谱构建提供接入 ragflow api 的功能 — ivanzud/MiroFish0 reactions
- Feb 18, 2026Add API token management architecture and implementation plan — ferryhe/AI_actuarial_inforsearch0 reactions
- Jan 31, 2026feat: add Peewee ORM support for OceanBase as primary database (#12769) — NTLx/ragflow0 reactions · 2 comments
- Nov 5, 2025Would you please rebuild the latest version v0.21.1? — 0xgkd/ragflow-arm640 reactions
- Oct 14, 2025[feat] Add instrumentation for RAGFlow — alibaba/loongsuite-python0 reactions · 1 comment
- Sep 22, 2025Better integration with vector database / RAG? — Alibaba-NLP/DeepResearch0 reactions
- Aug 7, 2025List of possible future integrations (open-source projects) — CollegeNotesOrg/noteparser0 reactions
- Feb 10, 2025可否增加支持ragflow? — songquanpeng/one-api0 reactions
- Oct 26, 2024parse attachments — rsalmond/escribe-transparency0 reactions
- Sep 26, 2024Ability to upload documents manually when Silo Ingestor Loader Type == NONE — dRAGon-Okinawa/dRAGon0 reactions
- Aug 28, 2024Tracker: Existing RAG implementations — rmusser01/tldw_server0 reactions · 4 comments
On Bluesky · 45
- Feb 21, 2025🚀 Skyrocketing! 🚀 (200+ new stars) 📦 infiniflow / ragflow ⭐ 38,526 (+438) 🗒 TypeScript RAGFlow is an open-source RAG… — @github-trending-js.bsky.social7 likes and reposts
- Apr 3, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 47,701 (+175) 🗒 TypeScript RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social6 likes and reposts
- Feb 25, 2025🎉 Celebrating! 🎉 (500+ new stars) 📦 infiniflow / ragflow ⭐ 40,343 (+591) 🗒 TypeScript RAGFlow is an open-source RAG… — @github-trending-js.bsky.social5 likes and reposts · 1 reply
- Aug 29, 2026ragflow by @infiniflowai (⭐️ 89554) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social3 likes and reposts
- Mar 18, 2025🚀 Skyrocketing! 🚀 (200+ new stars) 📦 infiniflow / ragflow ⭐ 45,413 (+272) 🗒 TypeScript RAGFlow is an open-source RAG… — @github-trending-js.bsky.social3 likes and reposts
40 more on Bluesky
- Dec 23, 2024🚀 Exploring Retrieval-Augmented Generation? 🧠✨ Check out #RAGFlow for deep document understanding & powerful chunking, or give #PaperQA2… — @shihcheng.bsky.social3 likes and reposts
- Oct 8, 2026ragflow by @infiniflowai (⭐️ 91845) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social2 likes and reposts
- Aug 28, 2026ragflow by @infiniflowai (⭐️ 89492) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social2 likes and reposts
- Jul 29, 2026RAGFlow added checkpoint/resume to community extraction and entity resolution, the most expensive parts of GraphRAG indexing. When your… — @jeremymorgan.com2 likes and reposts
- Jul 6, 2026ragflow by @infiniflowai (⭐️ 84351) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social2 likes and reposts
- Sep 16, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 64,392 (+116) 🗒 TypeScript RAGFlow is a leading open-source Retrieval-Augmented… — @github-trending-js.bsky.social2 likes and reposts
- Apr 2, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 47,553 (+176) 🗒 TypeScript RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending-js.bsky.social2 likes and reposts
- Jan 22, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 29,108 (+199) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social2 likes and reposts
- Apr 3, 2024🚀 Skyrocketing! 🚀 (200+ new stars) 📦 infiniflow / ragflow ⭐ 1,220 (+306) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social2 likes and reposts · 1 reply
- Nov 6, 2026ragflow by @infiniflowai (⭐️ 93687) RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into… — @golangoss.bsky.social1 likes and repost
- Nov 2, 2026Context as Infrastructure: Knowledge Compilation for Retrieval in Agentic Systems with Harnesses Proposes knowledge compilation for agentic… — @reachsumit.com1 likes and repost
- Nov 1, 2026ragflow by @infiniflowai (⭐️ 93299) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Oct 8, 2026ragflow by @infiniflowai (⭐️ 91785) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Sep 27, 2026ragflow by @infiniflowai (⭐️ 91363) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Sep 21, 2026ragflow by @infiniflowai (⭐️ 91093) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Sep 6, 2026🚀 GitHub Intelligence Drop ragflow (Go • 🟢) ⭐ 90.1K → https://github.com/infiniflow/ragflow mermaid (TypeScript • 🟢) ⭐ 90.1K →… — @githubfeed.bsky.social1 likes and repost
- Sep 1, 2026ragflow by @infiniflowai (⭐️ 89819) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Aug 22, 2026ragflow by @infiniflowai (⭐️ 89002) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Aug 13, 2026📦 infiniflow / ragflow ⭐ 87,371 (+85) 🗒 Go RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses… — @github-trending.bsky.social1 likes and repost
- Aug 9, 2026ragflow by @infiniflowai (⭐️ 87122) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Jul 4, 2026ragflow by @infiniflowai (⭐️ 84256) RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge… — @golangoss.bsky.social1 likes and repost
- Nov 5, 2025📦 infiniflow / ragflow ⭐ 67,121 (+75) 🗒 Python RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses… — @github-trending-js.bsky.social1 likes and repost
- Oct 23, 2025📦 infiniflow / ragflow ⭐ 66,393 (+59) 🗒 TypeScript RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that… — @github-trending-js.bsky.social1 likes and repost
- Oct 18, 2025📦 infiniflow / ragflow ⭐ 66,169 (+62) 🗒 TypeScript RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that… — @github-trending-js.bsky.social1 likes and repost
- Oct 12, 2025For the RAG I’m using RAGFlow. github.com/infiniflow/r... — @radicalkjax.com1 likes and repost · 1 reply
- Oct 10, 2025📦 infiniflow / ragflow ⭐ 65,697 (+55) 🗒 TypeScript RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that… — @github-trending-js.bsky.social1 likes and repost
- Sep 11, 2025📦 infiniflow / ragflow ⭐ 64,071 (+94) 🗒 TypeScript RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that… — @github-trending-js.bsky.social1 likes and repost
- May 27, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 53,677 (+140) 🗒 TypeScript RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending-js.bsky.social1 likes and repost
- May 13, 2025🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 52,149 (+150) 🗒 TypeScript RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending-js.bsky.social1 likes and repost
- Feb 22, 2025https://github.com/infiniflow/ragflow — @tom-doerr.bsky.social1 likes and repost
- Feb 12, 2025🎉 Celebrating! 🎉 (500+ new stars) 📦 infiniflow / ragflow ⭐ 34,930 (+619) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social1 likes and repost · 1 reply
- Feb 7, 2025🚀 Skyrocketing! 🚀 (200+ new stars) 📦 infiniflow / ragflow ⭐ 32,031 (+428) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social1 likes and repost
- Apr 9, 2024RAGFlow is an #opensource #RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG… — @michabbb.bsky.social1 likes and repost · 1 reply
- Apr 1, 2024RAGFlow is an open-source RAG engine based on OCR and document parsing (@github.com) Main Link | Discussion — @newsycombinator.bsky.social1 likes and repost
- Sep 15, 2025Github Repo → github.com/infiniflow/... — @arindam-1729.bsky.social0 likes and reposts · 1 reply
- Jun 17, 2025🎉 Celebrating! 🎉 (500+ new stars) 📦 infiniflow / ragflow ⭐ 56,103 (+770) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Oct 24, 2024🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 20,436 (+130) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Aug 17, 2024🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 14,329 (+163) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Jul 12, 2024🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 11,826 (+144) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social0 likes and reposts · 1 reply
- May 9, 2024🔥 Hot Repo! 🔥 (100+ new stars) 📦 infiniflow / ragflow ⭐ 6,882 (+172) 🗒 Python RAGFlow is an open-source RAG (Retrieval-Augmented… — @github-trending.bsky.social0 likes and reposts · 1 reply
On YouTube · 24
- Jul 30, 2024RagFlow: Ultimate RAG Engine - Semantic Search, Embeddings, Vector Search + Supports Graph! — WorldofAI35k views · 17 comments
- Oct 26, 2026This Open-Source RAG Engine Has 92K Stars on GitHub — Prince Gupta3.1k views · 2 comments
- Apr 30, 2026RAGFlow: Build a Superior Context Layer for Your AI Agents — RAGFlow2.2k views · 2 comments
- Mar 29, 202673K Devs Ditched Pinecone for This Free RAG Engine — RAGFlow #Shorts — GithubTrends1.3k views
- Jun 18, 2026How RAGFlow Powers the Agent Era — RAGFlow1k views
19 more on YouTube
- Feb 5, 2026RAGFlow: Turn Messy Documents into Accurate Answers - [Sub EN] #ai — Quadrata - Soluzioni OpenSource1k views · 1 comment
- Aug 27, 2026RAGFlow Explained — Dann Paker AI752 views
- Aug 17, 2026Ragflow GitHub Overview: Preserve PDF Tables, Verify Citations, and Build Private Agentic Retrieval — Alex Hitt717 views · 2 comments
- Aug 14, 2026RAGFLOW — gives you a production-ready RAG engine that fuses retrieval with agent capabilities — Reed Floren696 views
- Aug 16, 2026Ragflow GitHub Tutorial: Deploy a Vision-First RAG Stack That Audits PDF Tables Locally — Alex Hitt649 views
- Apr 10, 2026Build a Production-Ready AI Agent Stack in 1 Hour (OpenClaw + LangChain + RAGFlow) — GPTAIclips635 views · 1 comment
- Aug 13, 2024GitHub - infiniflow/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engin... — GitHub Daily Trend AI Podcast439 views
- Aug 15, 2026Enterprise-grade RAG system live in one day! Deep Dive into RAGFlow: From PDF to AI Q&A Bot — DevCovery228 views
- Sep 7, 2026RAGFlow: RAG That Gets Complex Documents — Github God Eng133 views · 1 comment
- Jul 10, 2026ragflow Practical Walkthrough: What to Try First, Fast — Doramagic AI100 views
- Aug 17, 2026The open-source RAG engine with 88,000+ GitHub stars — AI Signal80 views
- May 21, 2026RAGFlow Is Revolutionizing AI Document Search #github #opensource — GitLaunch67 views · 1 comment
- Oct 25, 2026Can Free Open Source Beat Closed AI? Testing Ragflow — DailyDev AIsays it tested it66 views
- Oct 25, 2026Inside Ragflow: How It Actually Works! — DailyDev AI58 views
- Oct 14, 2026RAGFlow: An Open-Source RAG Engine for Chatting With Your Documents #Shorts — developerOS India36 views
- Oct 25, 2026Setup Ragflow in 60 Seconds: Full Guide! — DailyDev AI35 views
- Oct 25, 2026Testing Ragflow: Better Than Closed AI? — DailyDev AIsays it tested it18 views
- Oct 22, 2026Day4 - N - RAGFlow ask your documents and trace the evidence (EN) — CPPAI9 views
- Nov 4, 2026RAGFlow Explained: Is It Right for You? (Who It's For, Hardware, Fit Check) — Tech On Cue0 views
On the web · 12
- Oct 5, 2026RAGFlow Review 2026: Apache 2.0 RAG Engine vs AnythingLLM and Flowise — aifoss.dev
- Sep 2, 2026RAGFlow Review: Citation-Grade RAG for Documents — promptquorum.com
- Aug 8, 2026RAGFlow Review: Deep-Document RAG You Can Self-Host — andrew.ooo — andrew.ooo
- Aug 8, 2026RAGFlow Review: Deep-Document RAG You Can Self-Host — dev.to
- Jun 3, 2026RAGFlow Guide: Deep Document Understanding for RAG Engines - Onegen — onegen.ai
7 more on the web
- May 5, 2026RAGFlow: Self-Host a Deep-Document RAG Engine — dev.to
- Apr 24, 2026infiniflow/ragflow - Docker Image — hub.docker.com
- Nov 24, 2025RAGFlow 0.22.0— Newly supported Data Sources, Enhanced Parser, Agent Optimizations, and Admin U | by InfiniFlow — medium.com
- Feb 9, 2025Easy Guide: Installing and Running RagFlow Locally with DeepSeek - An End-to-End Tutorial | AI Themes - Insights into AI & LLMs — aithemes.net
- Nov 27, 2024RAGFlow安裝教學、設定、與模型使用技巧 — blog.csdn.net
- Nov 24, 2024继 Dify 和 FastGPT 之后,我又玩了一下 RAGFlowAI 知识库应用,在继 Dify 和 FastGPT - 掘金 — juejin.cn
- Apr 2, 2024Ragflow customizable credible explainable rag engine based on document structure recognition — medium.com
On Hacker News · 5
- Apr 1, 2024RAGFlow is an open-source RAG engine based on OCR and document parsing230 points · 53 comments
- May 8, 2024DeepSeek-V2 integrated, RAGFlow v0.5.0 is released7 points
- Aug 6, 2024RAGFlow 0.9 is released to support GraphRAG end-to-end3 points
- Mar 9, 2026Ragflow: fuses RAG with Agent capabilities to create context layer for LLMs2 points
- May 30, 2024Integrated Rerankers, implemented RAPTOR, RAGFlow 0.7 released2 points
Used with
Projects with it also use turborepo, make-interfaces-feel-better and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
VercelSkillturborepo
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries.
Also in 5 projects that use this
studio-lgtmSkillmake-interfaces-feel-better
Apply design engineering best practices to polish UI components - use when reviewing or improving interfaces, animations, typography, or interaction details.
Also in 4 projects that use this
AnasX7Skillbetter-accessibility
Helps your project comply with accessibility standards and best practices.
Also in 3 projects that use this
AnasX7Skillbetter-layout
Helps with grouping, alignment, reading order, progressive disclosure and other details that make a good layout.
Also in 3 projects that use this
SentrySkillvercel-composition-patterns
Also in 6 projects that use this
VercelSkillgh-stack
Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or isolate work for review; whenever a user mentions a stack, branch layers, dependent PRs, or gh stack; or when a stack is checked out.
Also in 3 projects that use this
- +2 more from AnasX7
Other versions54 projects use a version of this.
Word for word · 2
- millionco/react-doctor★ 15k100% same
- ArcReel/ArcReel★ 6.3k100% same
Edited · 37
- makeplane/plane★ 62k85% same
- gogs/gogs★ 48k86% same
- humanlayer/humanlayer★ 13k97% same
- transformerlab/transformerlab-app★ 5.2k62% same
- pgrok/pgrok★ 3.6k86% same
- Shelf-nu/shelf.nu★ 3.1k54% same
- compozy/compozy★ 2.9k86% same
- Emanuele-web04/dpcode★ 2.2k97% same
- Emanuele-web04/synara★ 2.2k97% same
- YosemiteCrew/Yosemite-Crew★ 2k86% same
27 more not listed
Wrote their own version · 15
- PostHog/posthog★ 41ksame name
- bbplayer-app/BBPlayer★ 1.4ksame name
- databuddy-analytics/Databuddy★ 1.2ksame name
- PostHog/posthog-foss★ 731same name
- brianlovin/claude-config★ 376same name
- pheralb/code-blocks★ 151same name
- podo/design-agent-skills★ 32same name
- LiChangZheng10086/doyin_ai_video★ 30same name
- lacymorrow/paperclip-hub★ 15same name
- RodrigoTomeES/getmcp★ 13same name
5 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository4 other files it gives its agents.
- AGENTS.mdAGENTS.md
- web/AGENTS.mdAGENTS.md
- .github/copilot-instructions.mdCopilot instructions
- go-namingSkill
The file
We split this skill into the rules it gives an agent
7 rules. 1 is common, 1 is distinctive, and 5 are very specific to this project.
1
Common
Most of the 51 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 13
Run npx react-doctor@latest --verbose --scope changed and check the score did not regress.
- Common: line 15
If the score dropped, fix the regressions before committing.
- Very specific: line 19
Run npx react-doctor@latest --verbose (the default --scope full) to scan the full codebase.
- Very specific: line 23
Run npx react-doctor@latest design --verbose.
- Very specific: line 33
When the user types /doctor, says "run react doctor", or asks for a full triage / cleanup pass (not just a regression check), fetch the …
- Very specific: line 45
Use --scope contextual --base origin/main when a team wants existing findings in the code it is editing.
- Distinctive: line 53
When the user wants to understand a rule, disagrees with one, or wants to disable / tune which rules run (not fix code), read …
“Common” is measured: kept by at least 6 in 10 of the 51 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
React Doctor
Scans React codebases for security, performance, correctness, and architecture issues. Outputs a 0–100 health score.
After making React code changes:
Run npx react-doctor@latest --verbose --scope changed and check the score did not regress.
If the score dropped, fix the regressions before committing.
For general cleanup or code improvement:
Run npx react-doctor@latest --verbose (the default --scope full) to scan the full codebase. Fix issues by severity — errors first, then warnings.
For a focused UI design audit:
Run npx react-doctor@latest design --verbose. This selects only design-tagged UI composition, typography, interaction, accessibility, and motion rules, including focused rules that remain opt-in during a general health scan.
For runtime performance problems:
Run npx react-doctor@latest scan <url> --format json in an interactive terminal. React Doctor opens an isolated system Chrome profile, records a DevTools trace while the user reproduces the slow interaction, and flashes purple outlines with component names as React renders. It stops when they press Enter. Read the structured summary first, then inspect the returned local .json.gz trace for CPU, browser, and React component evidence.
If the user needs their authenticated browser state, use --cdp <remote-debugging-url>. This requires Chrome to already be running with remote debugging. Never ask for cookies or copy the user's browser profile. Treat the trace as sensitive local application data and never upload it without explicit permission.
/doctor — full local triage workflow
When the user types /doctor, says "run react doctor", or asks for a full triage / cleanup pass (not just a regression check), fetch the canonical local-triage playbook and follow every step in it:
curl --fail --silent --show-error \
--header 'Cache-Control: no-cache' \
https://www.react.doctor/prompts/react-doctor-agent.mdThe playbook is the single source of truth — a scan → filter → triage → fix → validate loop that edits the working tree directly (never commits, never opens PRs). Updating the prompt at its source updates every agent on its next fetch — no skill reinstall needed.
Pair it with the matching per-rule prompts at https://www.react.doctor/prompts/rules/<plugin>/<rule>.md (fetched on demand inside the playbook) so each fix uses the canonical, reviewer-tested recipe.
Use --scope contextual --base origin/main when a team wants existing findings
in the code it is editing. Rules can select an element, function, file, or an
explicit set of related nodes. For exhaustive-deps, edits in the hook call or a
resolved local callback can surface a finding on an unchanged dependency array.
Rules without wider ownership keep changed-line filtering.
Configuring or explaining rules
When the user wants to understand a rule, disagrees with one, or wants to disable / tune which rules run (not fix code), read references/explain.md and follow it. Start with npx react-doctor@latest rules explain <rule>, then apply the narrowest control via npx react-doctor@latest rules disable|set|category|ignore-tag …, which edits your doctor.config.* (or package.json#reactDoctor).
Command
npx react-doctor@latest --verbose --scope changed| Flag | Purpose |
. | Scan current directory |
--verbose | Show affected files and line numbers per rule |
--scope changed | Only report issues introduced vs the base branch (default: full) |
--scope contextual | Report findings in modified functions, JSX elements, or files, as selected by each rule |
--scope lines | Only report issues on the changed lines |
--score | Output only the numeric score |
design | Run only the focused UI design diagnostics |
Reuse a base scan
Save a complete --json scan, then pass --baseline base-report.json to report only new findings. This also works with --scope changed. Use the same version and rules for both scans. Findings are grouped by rule and file path, following Git renames. Only increases in each group's count are reported; groups without an increase skip location matching. Fingerprints, message similarity, and Git-adjusted line distance select the added findings. Formatting and edits that keep the same counts report no new findings. Saved reports must use the same textComponents, rawTextWrapperComponents, and respectInlineDisables settings. Regenerate the base report after changing these settings, or use a Git comparison. Older reports without fingerprints or sourceFilterConfigHash must be regenerated.
GitLab warning status
For GitLab CI, --warning-exit-code 123 returns 123 for non-blocking warnings. Pair it with allow_failure: { exit_codes: 123 }. Errors still return 1. Accepts integers from 2 to 255. --blocking warning still returns 1. --blocking none or --score skips this warning signal.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

