Verify research claims, fact-check citations, audit evidence integrity, and catch fabricated references. Implements the VERIFY framework with live DOI resolution (CrossRef primary, OpenAlex fallback), metadata cross-check (title >=0.85 fuzzy, first-author surname, year +/-1), a no-DOI candidate-scoring path, and a structured per-reference verdict envelope. Ships with a worked example and a 30-reference acceptance corpus.
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Research Atlas is an inspectable research plugin suite for rigorous AI-assisted research. The companion site is researchatlas.info.
Version 1 ships one flagship skill:
research-verification — end-to-end reference verification across
Claude Code, Codex CLI, and Gemini CLI/plugin marketplace add ResearchAtlas/Research-Atlas
/plugin install research-verification@research-atlas
Then ask: verify these references
git clone https://github.com/ResearchAtlas/Research-Atlas
cd Research-Atlas
codex
Then ask: verify these references
Codex discovers the skill natively from
.agents/skills/research-verification/. You can also invoke it with
$research-verification.
gemini skills install https://github.com/ResearchAtlas/Research-Atlas \
--path .agents/skills/research-verification
gemini skills list
Then ask: verify these references
Gemini activates the skill by prompt match and asks for consent before loading the skill body.
The website is the public library and guide surface for Research Atlas:
Start here: researchatlas.info
npm install
npm run dev
npm run build
Useful verification commands:
npm run mirror:skills:check
npm run validate:envelopes
npm run grade:acceptance:fixtures
npm run test:hook:smoke
This repo contains both the website and the shipped flagship skill. Changes usually fall into one of two lanes:
src/.claude/skills/research-verification/Do not hand-edit .agents/skills/ or plugin/skills/; those are
mechanical mirrors.
Released under the MIT License. See LICENSE.
npx claudepluginhub researchatlas/research-atlas --plugin research-verificationComprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
v9.44.1 — Patch release for Gemini environment/version detection and qwen auth gating. Run /octo:setup.
Harness-native ECC operator layer - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
UI/UX design intelligence. 67 styles, 161 palettes, 57 font pairings, 25 charts, 15 stacks (React, Next.js, Vue, Svelte, Astro, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, Nuxt, Jetpack Compose). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.
This skill should be used when users need to generate ideas, explore creative solutions, or systematically brainstorm approaches to problems. Use when users request help with ideation, content planning, product features, marketing campaigns, strategic planning, creative writing, or any task requiring structured idea generation. The skill provides 30+ research-validated prompt patterns across 14 categories with exact templates, success metrics, and domain-specific applications.