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# Skill 仓库 描述 安装量
8451 harvard-art-museum-data-pipeline reason-machines/data-skills
Harvard Art Museum Data Pipeline Skill by ara.so — Data Skills collection. This project provides an end-to-end data engineering solution for collecting, transforming, storing, and analyzing artifact data from the Harvard Art Museums API. It demonstrates production-ready ETL pipelines, SQL analytics, and interactive visualization using Streamlit. What It Does The Harvard Art Museum Data Pipeline: Extracts artifact data from the Harvard Art Museums API with pagination and rate limiting Transforms ...
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8452 harvard-artifacts-data-engineering-app reason-machines/data-skills
Harvard Artifacts Data Engineering App Skill by ara.so — Data Skills collection. This project demonstrates end-to-end data engineering using the Harvard Art Museums API. It extracts artifact data, transforms it into relational tables, loads it into SQL databases (MySQL/TiDB), and provides interactive analytics through Streamlit dashboards with Plotly visualizations. What It Does API Integration : Fetches paginated artifact data from Harvard Art Museums API ETL Pipeline : Transforms nested JSON i...
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8453 analytics-events metabase/metabase
Frontend Analytics Events Skill This skill helps you add product analytics (Snowplow) events to track user interactions in the Metabase frontend codebase. Quick Reference Analytics events in Metabase use Snowplow with typed event schemas. All events must be defined in TypeScript types before use. Key Files: frontend/src/metabase-types/analytics/event.ts - Event type definitions frontend/src/metabase-types/analytics/schema.ts - Schema registry frontend/src/metabase/lib/analytics.ts - Core tr...
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8454 thermos cursor/plugins
Thermos Run the two thermo review passes as async background subagents in parallel, then synthesize their results. Workflow Determine the review scope from the user request, PR, current branch, or relevant changed files. Gather the diff and any file/context excerpts needed for reviewers to evaluate the change without guessing. Launch both subagents in the same message with run_in_background: true : subagent_type: "thermo-nuclear-review-subagent" for bugs, breakages, security, devex regressions, ...
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8455 citation-management k-dense-ai/scientific-agent-skills
Citation Management Manage the full lifecycle of citations in a LaTeX paper. Input $0 — Action: harvest , validate , add , format $1 — Path to .tex or .bib file Scripts Validate citations (check all cite keys resolve) python ~/.claude/skills/citation-management/scripts/validate_citations.py \ --tex paper/main.tex --bib paper/references.bib --check-figures --figures-dir paper/figures/ Reports: missing citations, unused bib entries, duplicate keys, duplicate sections, duplicate labels, undefined r...
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8456 add-malli-schemas metabase/metabase
Add Malli Schemas to API Endpoints This skill helps you efficiently and uniformly add Malli schemas to API endpoints in the Metabase codebase. Reference Files (Best Examples) src/metabase/warehouses/api.clj - Most comprehensive schemas, custom error messages src/metabase/api_keys/api.clj - Excellent response schemas src/metabase/collections/api.clj - Great named schema patterns src/metabase/timeline/api/timeline.clj - Clean, simple examples Quick Checklist When adding Malli schemas to an endp...
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8457 state-machine owl-listener/designer-skills
State Machine You are an expert in modeling complex UI behavior as finite state machines. What You Do You model UI components and flows as state machines to eliminate impossible states and make behavior predictable. State Machine Components States : Distinct modes the UI can be in (idle, loading, success, error) Events : Things that cause transitions (click, submit, timeout, response) Transitions : Rules for moving between states (on event X in state A, go to state B) Actions : Side effects duri...
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8458 gsap-performance nexu-io/open-design
GSAP Performance When to Use This Skill Apply when optimizing GSAP animations for smooth 60fps, reducing layout/paint cost, or when the user asks about performance, jank, or best practices for fast animations.
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8459 protein-sequence-similarity-search google-deepmind/science-skills
Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://www.ebi.ac.uk/jdispatcher/sss/ncbiblast and https://colabfold.com , then (2) create the file recording the notification text and timestamp. .env file : Make sure the .env file exists in your home directory. Create one if it does...
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8460 human-protein-atlas-database google-deepmind/science-skills
Human Protein Atlas (HPA) Database Integration This skill provides semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA). While RNA-seq (e.g., GTEx) tells us if a gene is being transcribed, HPA confirms if the protein product actually exists, where it is located within the cell (e.g. nucleus vs cytoplasm), and its concentration in systemic blood circulation. The data is based on Immunohistochemistry (IHC) across normal human tissues and cancer type...
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8461 protein-sequence-msa google-deepmind/science-skills
Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://www.ebi.ac.uk/jdispatcher/msa/clustalo and https://www.ebi.ac.uk/about/terms-of-use/ , then (2) create the file recording the notification text and timestamp. .env file : Make sure the .env file exists in your home directory. Cr...
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8462 opentargets-database google-deepmind/science-skills
Open Targets Database Skill Overview This skill provides access to the Open Targets Platform GraphQL API. It aggregates multi-modal evidence from genetics (GWAS/eQTL), pathways, animal models, and clinical trials to rank target-disease associations and identify druggable genes. Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) promine...
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8463 gsap-frameworks nexu-io/open-design
GSAP with Vue, Svelte, and Other Frameworks When to Use This Skill Apply when writing or reviewing GSAP code in Vue (or Nuxt), Svelte (or SvelteKit), or other component frameworks that use a lifecycle (mounted/unmounted). For React specifically, use gsap-react (useGSAP hook, gsap.context()).
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8464 huggingface-papers huggingface/skills
Hugging Face Paper Pages Hugging Face Paper pages (hf.co/papers) is a platform built on top of arXiv (arxiv.org), specifically for research papers in the field of artificial intelligence (AI) and computer science. Hugging Face users can submit their paper at hf.co/papers/submit, which features it on the Daily Papers feed (hf.co/papers). Each day, users can upvote papers and comment on papers. Each paper page allows authors to: claim their paper (by clicking their name on the authors field). This...
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8465 dbsnp-database google-deepmind/science-skills
dbSNP Database Integration Prerequisites Show more Installs 426 Repository google-deepmind…e-skills GitHub Stars 1.2K First Seen May 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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8466 reactome-database google-deepmind/science-skills
Reactome Analysis & Content Service Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://reactome.org/license and https://reactome.org/cite , then (2) create the file recording the notification text and timestamp. Overview Reactome is a free, open-source, curated pathway database....
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8467 string-database google-deepmind/science-skills
STRING Database Skill This skill allows you to query the STRING database programmatically using a bundled Python CLI wrapper. Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://string-db.org/cgi/access , then (2) create the file recording the notification text and timestamp. Cor...
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8468 interpro-database google-deepmind/science-skills
InterPro Database Access Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://www.ebi.ac.uk/interpro/ and https://www.ebi.ac.uk/about/terms-of-use/ , then (2) create the file recording the notification text and timestamp. Overview InterPro combines signatures from multiple, divers...
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8469 embl-ebi-ols google-deepmind/science-skills
EMBL-EBI Ontology Lookup Service (OLS) Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://www.ebi.ac.uk/ols4/api-docs , then (2) create the file recording the notification text and timestamp. Core Rules [!IMPORTANT] Use the Utility Scripts : You MUST ALWAYS use the provided util...
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8470 design-critique owl-listener/designer-skills
/design-critique If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Get structured design feedback across multiple dimensions. Usage /design-critique $ARGUMENTS Review the design: @$1 If a Figma URL is provided, pull the design from Figma. If a file is referenced, read it. Otherwise, ask the user to describe or share their design. What I Need From You The design : Figma URL, screenshot, or detailed description Context : What is this? Who is it for?...
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8471 gsap-plugins nexu-io/open-design
GSAP Plugins When to Use This Skill Apply when using or reviewing code that uses GSAP plugins: registering plugins, scroll-to, flip/FLIP animations, draggable elements, SVG (DrawSVG, MorphSVG, MotionPath), text (SplitText, ScrambleText), physics, easing plugins (CustomEase, EasePack, CustomWiggle, CustomBounce), or GSDevTools. ScrollTrigger has its own skill (gsap-scrolltrigger).
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8472 foldseek-structural-search google-deepmind/science-skills
Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://search.foldseek.com/search and https://github.com/steineggerlab/foldseek , then (2) create the file recording the notification text and timestamp. Goal Submit a user-provided 3D protein structure file ( .cif , .mmcif , or .pdb )...
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8473 matplotlib k-dense-ai/scientific-agent-skills
Matplotlib Overview Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots. This skill provides guidance on using matplotlib effectively, covering both the pyplot interface (MATLAB-style) and the object-oriented API (Figure/Axes), along with best practices for creating publication-quality visualizations. When to Use This Skill This skill should be used when: Creating any type of plot or chart (line, scatter, bar, histogram, heatmap, contour...
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8474 dx-org-devhub-configure forcedotcom/sf-skills
Enable Dev Hub & View Scratch Org Allocation Enable Dev Hub on a Salesforce org, verify whether it is already on, and see the org's scratch org allocation (Active and Daily limits and how many remain) — for the default org or a named org. The skill can also configure Dev Hub sub-preferences (packaging, org shape export, scratch org snapshots) and list the active scratch orgs created from a Dev Hub. Dev Hub is the org feature that lets you create and manage scratch orgs and second-generation (2GP...
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8475 animation-principles owl-listener/designer-skills
Animation Principles You are an expert in applying motion design principles to create purposeful UI animations. What You Do You apply animation principles to make interfaces feel natural, guide attention, and communicate state changes. Core UI Animation Principles Easing Ease-out: decelerating (entering elements) Ease-in: accelerating (exiting elements) Ease-in-out: both (moving between positions) Linear: only for continuous animations (progress bars) Duration Micro (50-100ms): button states, to...
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8476 openai-agents-sdk laguagu/claude-code-nextjs-skills
OpenAI Agents SDK (Python) Use this skill when developing AI agents using OpenAI Agents SDK ( openai-agents package). Quick Reference Installation pip install openai-agents Environment Variables OpenAI (direct) OPENAI_API_KEY = sk- .. . LLM_PROVIDER = openai Azure OpenAI (via LiteLLM) LLM_PROVIDER = azure AZURE_API_KEY = .. . AZURE_API_BASE = https://your-resource.openai.azure.com AZURE_API_VERSION = 2024 -12-01-preview Basic Agent from agents import Agent , Runner agent = Agent ( name = "Assi...
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8477 quickgo-database google-deepmind/science-skills
QuickGO Database Skill GO (Gene Ontology) annotations are one of the main ways to label a gene's function. QuickGO is a fast, web-based browser for the GO and Evidence & Conclusion Ontology (ECO), maintained by the Gene Ontology Annotation (GOA) group at EMBL-EBI. It provides a centralised resource to explore the functional attributes of gene products (proteins, RNA, and complexes). It is a primary tool for functional annotation mapping since it allows you to link a gene (e.g., USH2A) to its spe...
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8478 design-token-audit owl-listener/designer-skills
Design Token Audit You are an expert in auditing design token adoption and consistency across products. What You Do You audit how design tokens are used (or not used) in a product, identifying inconsistencies, gaps, and hard-coded values. Audit Scope Token Coverage What percentage of visual properties use tokens? Which properties are commonly hard-coded? Are the right tier of tokens used (global vs semantic vs component)? Token Consistency Are the same tokens used for the same purposes? Are ther...
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8479 gtex-database google-deepmind/science-skills
GTEx Database Integration This skill retrieves transcriptomics data (RNA expression baselines) and expression Quantitative Trait Loci (eQTLs) from the GTEx Portal API V2. It provides access to median TPM (Transcripts Per Million) values for genes and significant eQTLs for variants across 54 human tissue sites. Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this...
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8480 jaspar-database google-deepmind/science-skills
JASPAR Skill JASPAR is the definitive open-access database for Transcription Factor (TF) binding profiles, stored as Position Frequency Matrices (PFMs). Use this skill to map abstract sequence motifs or genomic regions to specific biological regulators (e.g., "what TFs bind here?" or "what is the motif for CTCF?"). Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in...
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8481 gnomad-database google-deepmind/science-skills
gnomAD Database Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://gnomad.broadinstitute.org/policies and https://gnomad.broadinstitute.org/dataapi , then (2) create the file recording the notification text and timestamp. Core Rules Use the Wrapper : ALWAYS execute the provided ...
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8482 loading-states owl-listener/designer-skills
Loading States You are an expert in designing loading experiences that maintain user confidence and perceived performance. What You Do You design loading patterns that keep users informed and reduce perceived wait time. Loading Patterns Skeleton Screens Show the layout shape before content loads. Use for known content structure. Animate with subtle shimmer. Spinner/Progress Indeterminate spinner for unknown duration. Determinate progress bar when progress is measurable. Keep spinners small and u...
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8483 uni-app uni-helper/skills
The skill is based on uni-app documentation, generated at 2026-01-30. uni-app is a Vue.js-based cross-platform framework for developing applications that run on iOS, Android, HarmonyOS, Web (responsive), and various mini-program platforms (WeChat/Alipay/Baidu/Douyin/Feishu/QQ/Kuaishou/DingTalk/Taobao/Jingdong/Xiaohongshu). Core | Core Framework | Project structure, platform support, condition compilation | [core-framework](https://github.com/uni-helper/skills/blob/main/skills/uniapp/refere...
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8484 build-zoom-meeting-sdk-app anthropics/knowledge-work-plugins
/build-zoom-meeting-sdk-app Background reference for embedded Zoom meetings across web, mobile, desktop, and Linux bot environments. Prefer build-zoom-meeting-app or build-zoom-bot first, then route here for platform detail. Zoom Meeting SDK Embed the full Zoom meeting experience into web, mobile, desktop, and headless integrations. Hard Routing Guardrail (Read First) If the user asks to embed/join meetings inside their app UI, route to Meeting SDK implementation. Do not switch to REST-only meet...
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8485 release-skills jimliu/baoyu-design
Release Skills Universal release workflow supporting any project type with multi-language changelog. Quick Start Just run /release-skills - auto-detects your project configuration. Supported Projects Project Type Version File Auto-Detected Node.js package.json ✓ Python pyproject.toml ✓ Rust Cargo.toml ✓ Claude Plugin marketplace.json ✓ Generic VERSION / version.txt ✓ Options Flag Description --dry-run Preview changes without executing --major Force major version bump --minor Force minor vers...
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8486 peer-review k-dense-ai/scientific-agent-skills
Scientific Critical Evaluation and Peer Review Overview Peer review is a systematic process for evaluating scientific manuscripts. Assess methodology, statistics, design, reproducibility, ethics, and reporting standards. Apply this skill for manuscript and grant review across disciplines with constructive, rigorous evaluation. When to Use This Skill This skill should be used when: Conducting peer review of scientific manuscripts for journals Evaluating grant proposals and research applications A...
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8487 youtube-full zeropointrepo/youtube-skills
YouTube Full Complete YouTube toolkit via TranscriptAPI.com . Everything in one skill. Setup If $TRANSCRIPT_API_KEY is not set, help the user create an account (100 free credits, no card): Step 1 — Register: Ask user for their email. node ./scripts/tapi-auth.js register --email USER_EMAIL → OTP sent to email. Ask user: "Check your email for a 6-digit verification code." Step 2 — Verify: Once user provides the OTP: node ./scripts/tapi-auth.js verify --token TOKEN_FROM_STEP_1 --otp CODE API key sa...
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8488 auto-paper-demo marimo-team/skills
You need to come up with a compelling story to tell from a paper. Do not ask the user for feedback/input. You need to apply thinking and come up with the best story yourself. Fetching Papers via AlphaXiv Use alphaxiv.org to get structured, LLM-friendly paper content. This is faster and more reliable than trying to read a raw PDF. Extract the paper ID Parse the paper ID from whatever the user provides: Input Paper ID https://arxiv.org/abs/2401.12345 2401.12345 https://arxiv.org/pdf/2401.12345 240...
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8489 setup-zoom-oauth anthropics/knowledge-work-plugins
/setup-zoom-oauth Use this skill when auth is the blocker or when auth choices will shape the entire integration. Scope App type selection OAuth grant selection Scope planning Token exchange and refresh Auth debugging and environment assumptions Workflow Determine the app model and who is authorizing whom. Choose the correct grant flow. Identify minimum scopes for the user flow. Define token storage and refresh behavior. Route into the deepest relevant reference docs only after the above is clea...
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8490 scientific-schematics k-dense-ai/scientific-agent-skills
Scientific Schematics and Diagrams Overview Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. This skill uses Nano Banana 2 AI for diagram generation with Gemini 3.6 Flash quality review. How it works: Describe your diagram in natural language Nano Banana 2 generates publication-quality images automatically Gemini 3.6 Flash reviews quality against document-type thresholds Smart iteration : Only regenerates if quality is below thresho...
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8491 scientific-slides k-dense-ai/scientific-agent-skills
Scientific Slides Overview Scientific presentations are a critical medium for communicating research, sharing findings, and engaging with academic and professional audiences. This skill provides comprehensive guidance for creating effective scientific presentations, from structure and content development to visual design and delivery preparation. Key Focus : Oral presentations for conferences, seminars, defenses, and professional talks. CRITICAL DESIGN PHILOSOPHY : Scientific presentations shoul...
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8492 design-qa-checklist owl-listener/designer-skills
Design QA Checklist You are an expert in creating systematic QA checklists for verifying design implementation. What You Do You create checklists that help designers systematically verify that implementations match design specifications. QA Categories Visual Accuracy Colors match design tokens Typography matches specified styles Spacing and sizing match specs Border radius, shadows, opacity correct Icons are correct size and color Images are correct aspect ratio and quality Layout Grid alignment...
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8493 choose-zoom-approach anthropics/knowledge-work-plugins
Choose Zoom Approach Pick the smallest correct Zoom surface for the job, then layer in only the supporting pieces that are actually required. Decision Framework Problem Type Primary Zoom Surface Deterministic backend automation, account management, reporting, scheduled jobs rest-api Event delivery to your backend webhooks or websockets Embed Zoom meetings into your app meeting-sdk Build a fully custom video experience video-sdk Build inside the Zoom client zoom-apps-sdk AI-agent tool workflows o...
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8494 comfyui-workflow-builder mckruz/comfyui-expert
ComfyUI Workflow Builder Translates natural language requests into executable ComfyUI workflow JSON. Always validates against inventory before generating. Workflow Generation Process Step 1: Understand the Request Parse the user's intent into: Output type : Image, video, or audio Source material : Text-only, reference image(s), existing video Identity method : None, zero-shot (InstantID/PuLID), LoRA, Kontext Quality level : Draft (fast iteration) vs production (maximum quality) Special requireme...
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8495 encode-ccres-database google-deepmind/science-skills
ENCODE Database Skill This skill allows you to query the ENCODE Registry of cCREs (candidate cis-Regulatory Elements) via the SCREEN GraphQL API. It helps identify functional non-coding DNA elements (like Promoters, Enhancers, and insulators) by analyzing biochemical signatures (DNase, H3K4me3, H3K27ac, CTCF). Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this...
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8496 rover apollographql/skills
Apollo Rover CLI Guide Rover is the official CLI for Apollo GraphOS. It helps you manage schemas, run composition locally, publish to GraphOS, and develop supergraphs on your local machine. Quick Start Step 1: Install macOS/Linux curl -sSL https://rover.apollo.dev/nix/latest | sh npm (cross-platform) npm install -g @apollo/rover Windows PowerShell iwr 'https://rover.apollo.dev/win/latest' | iex Step 2: Authenticate Interactive authentication (opens browser) rover config auth Or set en...
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8497 linter-docs zernie/vigiles
Reference material for the linters vigiles cross-references. Open the file for the linter you're working with when you need exact rule names, AST selectors, or config details to author an enforce() rule (or diagnose why one is reported missing or disabled). Linter Reference ESLint eslint.md — plugin table, AST selectors, type-aware rules, auto-fix Ruff ruff.md — 800+ reimplemented rules, selection, auto-fix, pyproject config Pylint pylint.md — plugin table, astroid AST, type inference, custom ch...
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8498 om-auto-write-spec open-mercato/skills
Auto Write Spec (brief/issue → spec PR) Run unattended: the user starts you and comes back to a published spec PR — the spec document, resolved-assumptions comment, and (for UI-facing features) mockups and screenshots attached as PR evidence. Composition, not reinvention: om-spec-writing --autonomous writes the document, om-open-pr ships it, the browser-provider descriptor captures visuals. Arguments {brief} or {issueId} (one required) — a free-form feature brief, or a tracker issue id to read t...
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8499 build-zoom-video-sdk-app anthropics/knowledge-work-plugins
/build-zoom-video-sdk-app Background reference for fully custom video-session products. Prefer plan-zoom-product first when the boundary between Meeting SDK and Video SDK is still unclear. Build custom video experiences powered by Zoom's infrastructure. Hard Routing Guardrail (Read First) If the user asks for custom real-time video app behavior (topic/session join, custom rendering, attach/detach), route to Video SDK. Do not switch to REST meeting endpoints for Video SDK join flows. Video SDK do...
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8500 build-zoom-bot anthropics/knowledge-work-plugins
/build-zoom-bot Use this skill for automation that joins meetings, captures media, or reacts to live session data. Covers Bot architecture Meeting join strategy Real-time media and transcript handling Backend orchestration Storage, post-processing, and event flow design Workflow Clarify whether the bot needs to join, observe, transcribe, summarize, or act. Route to Meeting SDK and RTMS as the core implementation path. Add REST API for meeting/resource management and Webhooks for asynchronous eve...
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