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总 Skills
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# Skill 仓库 描述 安装量
8201 scientific-brainstorming k-dense-ai/scientific-agent-skills
Scientific Brainstorming Overview Scientific brainstorming is a conversational process for generating novel research ideas. Act as a research ideation partner to generate hypotheses, explore interdisciplinary connections, challenge assumptions, and develop methodologies. Apply this skill for creative scientific problem-solving. When to Use This Skill This skill should be used when: Generating novel research ideas or directions Exploring interdisciplinary connections and analogies Challenging ass...
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8202 setup-ts-deep-modules vinvcn/mattpocock-skills-zh-cn
Setup TS Deep Modules Make every package in this repo a deep module : a lot of behaviour behind a small interface. A package's public surface is its entry points — the files at the package root — and everything in its subfolders is hidden. This skill installs dependency-cruiser and the rules that make the entry points the only way in, then proves the rules bite. For the vocabulary (deep module, interface, seam, depth), run the /codebase-design skill — use its language throughout. The shape this ...
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8203 claude-design jiji262/claude-design-skill
Claude Design You are an expert designer working with the user as your manager. Your deliverable is a design artifact produced in HTML. HTML is the tool, not the genre — the identity you embody shifts with the task: animator, UX designer, slide designer, prototyper, poster designer, brand strategist. Default to web-design tropes only when the output actually is a web page. Your job is to translate an ambiguous creative ask into a concrete, high-quality artifact — grounded in real design context ...
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8204 pdb-database google-deepmind/science-skills
RCSB Protein Data Bank skill 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.rcsb.org/pages/usage-policy , then (2) create the file recording the notification text and timestamp. Core Rules Show more Installs 429 Repository google-deepmind…e-skills GitHub Stars 881 First ...
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8205 pubchem-database google-deepmind/science-skills
PubChem 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://pubchem.ncbi.nlm.nih.gov/docs/citation-guidelines and https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest , then (2) create the file recording the notification text and timestamp. Quick Start PubChem queries are exec...
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8206 redis-observability redis/agent-skills
Redis Observability What to watch, what to run, and what to alert on. Covers the metrics every Redis deployment should monitor and the built-in commands for ad-hoc diagnosis. When to apply Setting up monitoring or alerts for a Redis instance. Diagnosing a Redis performance regression (high latency, memory pressure, connection storms). Profiling a slow FT.SEARCH or pipeline. Wiring Redis metrics into Prometheus, Datadog, CloudWatch, or similar. 1. Monitor these metrics These come from INFO and sh...
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8207 wiki-digest ar9av/obsidian-wiki
Wiki Digest — Knowledge Newsletter Generator You are generating a human-readable digest of recent wiki activity: what was learned, what was updated, what themes are emerging, and what's worth reviewing. This skill summarizes knowledge , not sources — think of it as a weekly review session, not an ingestion status report. Before You Start Resolve config — follow the Config Resolution Protocol in llm-wiki/SKILL.md (walk up CWD for .env → ~/.obsidian-wiki/config → prompt setup). This gives OBSIDIAN...
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8208 audit-xls anthropics/financial-services
Audit Spreadsheet Audit formulas and data for accuracy and mistakes. Scope determines depth — from quick formula checks on a selection up to full financial-model integrity audits. Step 1: Determine scope If the user already gave a scope, use it. Otherwise ask them : What scope do you want me to audit? selection — just the currently selected range sheet — the current active sheet only model — the whole workbook, including financial-model integrity checks (BS balance, cash tie-out, roll-forwards, ...
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8209 ncbi-sequence-fetch google-deepmind/science-skills
NCBI Sequence Fetch Prerequisites Show more Installs 425 Repository google-deepmind…e-skills GitHub Stars 881 First Seen May 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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8210 openfda-database google-deepmind/science-skills
openFDA Search and Query Prerequisites Show more Installs 421 Repository google-deepmind…e-skills GitHub Stars 881 First Seen May 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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8211 pymol google-deepmind/science-skills
PyMOL 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 license at https://www.pymol.org/ , then (2) create the file recording the notification text and timestamp. Overview All PyMOL commands run on the host via uv with OSMesa software rendering — no GPU, display, or X server is needed. Structu...
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8212 mapbox-geospatial-operations mapbox/mapbox-agent-skills
Mapbox Geospatial Operations Skill Expert guidance for AI assistants on choosing the right geospatial tools from the Mapbox MCP Server. Focuses on selecting tools based on what the problem requires - geometric calculations vs routing, straight-line vs road network, and accuracy needs. Core Principle: Problem Type Determines Tool Choice The Mapbox MCP Server provides two categories of geospatial tools: Offline Geometric Tools - Use Turf.js for pure geometric/spatial calculations Routing & Navigat...
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8213 style-guide daleseo/korean-skills
당신은 문서 내부 또는 프로젝트 전체에서 일관된 작성 스타일을 유지하도록 돕는 스타일 가이드 전문가입니다. 맞춤법이나 문법 오류가 아닌, 스타일의 일관성을 검사하고 개선합니다. 핵심 원칙: - 일관성 우선: 정답이 여러 개일 때, 문서 내에서 단일 선택을 유지 - 문맥 고려: 문서 타입(비즈니스/학술/기술/마케팅)에 맞는 스타일 제안 - 근거 제시: 권위 있는 표준(정부/학술/실무)을 참조하여 제안 - 실용성: 브랜드 보이스나 프로젝트 규칙을 우선 적용 검사 범위: - 맞춤법이나 문법 오류(예: "되요" → "돼요")는 다루지 않습니다 - 동일 문서/프로젝트 내에서 스타일의 일관성에만 집중합니다 - 예: "사용자" ↔ "유저" 혼용 → "사용자"로 통일 작업 설명 실행될 때 다음을 수행합니다: - 텍스트 읽기 - 사용자가 제공한 텍스트(파일, 인자, 또는 대화 컨텍스트) - 스타일 분석 - 7가지 카테고리의 일관성 검사 - 불일치 식별 - 동일 문서 내 또...
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8214 edit-spec zernie/vigiles
Edit a .spec.ts file to update the project's instruction files. The spec is the source of truth — CLAUDE.md and AGENTS.md are compiled build artifacts that must not be edited directly. Arguments $ARGUMENTS — What the user wants to change. Examples: "add a rule about always using the custom logger" "update the architecture section" "add src/services/auth.ts to key files" "add npm run lint to commands" "change the testing guidance" Instructions Step 1: Find the Spec Look for spec files in the repo...
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8215 strengthen zernie/vigiles
Scan spec files for guidance() rules and suggest enforce() replacements backed by real linter rules. Principle: auto the free wins, nudge for the costs The dividing line is cost, not strictness . A guidance() → enforce() swap where the linter rule already exists and is enabled is a pure win — free, reversible, no false-positive risk — so apply it (Tier 1 below). Anything that costs something — editing linter config, installing a plugin, or a change that could fail a clean CI — is the user's call...
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8216 pudl catalyst-cooperative/agent-skills
PUDL Data and Metadata Guide Use this skill for data-user workflows: reading PUDL outputs, understanding table and field semantics, tracing source context, and interpreting methodology. Trigger phrases "show me this PUDL table in a notebook" "how do I read table X from Parquet" "load this table from local PUDL output" "read this PUDL table from S3" "what columns are in this table" "what does this column mean" "show table metadata for X" "which data source does this table come from" "find field d...
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8217 computer-automation web-infra-dev/midscene-skills
Desktop Computer Automation CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW: Never run midscene commands in the background. Each command must run synchronously so you can read its output (especially screenshots) before deciding the next action. Background execution breaks the screenshot-analyze-act loop. Run only one midscene command at a time. Wait for the previous command to finish, read the screenshot, then decide the next action. Never chain multiple commands together. Allow enough time ...
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8218 to-questionnaire vinvcn/mattpocock-skills-zh-cn
Turn something the user can't answer alone into a questionnaire — a Markdown document they hand to one person to fill in async, or fill out together over a meeting. The recipient holds knowledge the user lacks; the questionnaire pulls it out of them. Grill the send, not the subject. Interview the user only about the send , which they can always answer: who it goes to, and what they need back. The questions in the document then target the gap between what the recipient knows and what the user nee...
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8219 huggingface-llm-trainer huggingface/skills
TRL Training on Hugging Face Jobs Overview Train language models using TRL (Transformer Reinforcement Learning) on fully managed Hugging Face infrastructure. No local GPU setup required—models train on cloud GPUs and results are automatically saved to the Hugging Face Hub. TRL provides multiple training methods: SFT (Supervised Fine-Tuning) - Standard instruction tuning DPO (Direct Preference Optimization) - Alignment from preference data GRPO (Group Relative Policy Optimization) - Online RL tra...
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8220 editorial bergside/awesome-design-skills
Editorial Design System Skill (Universal) Mission You are an expert design-system guideline author for Editorial. Create practical, implementation-ready guidance that can be directly used by engineers and designers. Brand Style Foundations Visual style: modern, editorial Typography scale: 14/16/18/24/32/40 | Fonts: primary=Gelasio, display=Gelasio, mono=Ubuntu Mono | weights=100, 200, 300, 400, 500, 600, 700, 800, 900 Color palette: primary, secondary, neutral, success | Tokens: primary=111111, ...
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8221 design-mcp-workflow anthropics/knowledge-work-plugins
Design MCP Workflow Use this skill when the user wants Claude or another MCP-capable client to interact with Zoom via tool calls instead of only deterministic API code. Covers MCP fit assessment REST API vs MCP boundaries Hybrid architectures Connector expectations Whiteboard-specific MCP routing Workflow Decide whether the problem is agentic tooling, deterministic automation, or both. Route MCP-only tasks to zoom-mcp . Route hybrid tasks to both zoom-mcp and rest-api . If Whiteboard is central,...
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8222 test-harness zernie/vigiles
Test the Claude Code harness — the hooks, skills, settings, and CLAUDE.md that steer an agent — as the assembled machine it ships as. vigiles gives three tiers, cheapest first; this skill picks the right one, writes the test, and runs it. The guiding rule: start at the cheapest tier that can answer the question, and climb only when it genuinely can't. Two of the three tiers need no model and no API key, so they run on every commit for free — reach for the paid real-model tier only when the quest...
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8223 spacing-system owl-listener/designer-skills
Spacing System You are an expert in creating systematic spacing for consistent, harmonious interfaces. What You Do You create spacing systems that bring consistency and rhythm to layouts. Base Unit Choose a base unit (typically 4px or 8px) and build a scale: 2xs: 2px xs: 4px sm: 8px md: 16px lg: 24px xl: 32px 2xl: 48px 3xl: 64px Spacing Types Inset : Padding inside containers (equal or squish/stretch variants) Stack : Vertical space between stacked elements Inline : Horizontal space between inli...
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8224 uniprot-database google-deepmind/science-skills
UniProt 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.uniprot.org/help/license and https://www.uniprot.org/help/api_queries , then (2) create the file recording the notification text and timestamp. Overview Provides direct programmatic access to the UniP...
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8225 responsive-design owl-listener/designer-skills
Responsive Design Master modern responsive design techniques to create interfaces that adapt seamlessly across all screen sizes and device contexts. When to Use This Skill Implementing mobile-first responsive layouts Using container queries for component-based responsiveness Creating fluid typography and spacing scales Building complex layouts with CSS Grid and Flexbox Designing breakpoint strategies for design systems Implementing responsive images and media Creating adaptive navigation pattern...
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8226 logfire-instrumentation pydantic/skills
Instrument with Logfire When to Use This Skill Invoke this skill when: User asks to "add logfire", "add observability", "add tracing", or "add monitoring" User wants to instrument an app with structured logging or tracing (Python, JS/TS, or Rust) User mentions Logfire in any context User asks to "add logging" or "see what my app is doing" User wants to monitor AI/LLM calls (PydanticAI, OpenAI, Anthropic) User asks to add observability to an AI agent or LLM pipeline How Logfire Works Logfire is a...
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8227 querying-aws-redshift aws/agent-toolkit-for-aws
Query AWS Redshift System Tables Overview Works best with the AWS MCP server for sandboxed execution and audit logging. All commands below use the AWS CLI and work in any environment with configured AWS credentials. Use IAM roles or temporary credentials; avoid long-lived access keys. Redshift can publish system tables — the SYS_* monitoring data such as sys_query_history , sys_query_detail , and sys_connection_log — to S3 Tables as continuously-updated Apache Iceberg tables. Terminology used th...
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8228 datapackage catalyst-cooperative/agent-skills
Frictionless Data Package Guide This skill covers any dataset described by a Frictionless Data Package descriptor file ( datapackage.json ). It is intentionally generic — it works for any conforming datapackage, regardless of who published it or what the data contains. For PUDL-specific knowledge (S3 bucket paths, table tier conventions, data source context, usage warnings), also use the pudl skill on top of this one. What is a datapackage.json? A datapackage.json is a JSON file that describes a...
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8229 posthog-instrumentation posthog/posthog-for-claude
PostHog Instrumentation Skill Help users add PostHog analytics, event tracking, and feature flags to their code. When to Use User asks to "add PostHog" or "add analytics" User wants to track events or user actions User needs to implement feature flags User asks about instrumenting their code Workflow Identify the framework (React, Next.js, Python, Node.js, etc.) Check for existing PostHog setup Add appropriate instrumentation Code Patterns JavaScript/TypeScript // Event tracking posthog.captur...
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8230 clinvar-database google-deepmind/science-skills
ClinVar Database Prerequisites Show more Installs 426 Repository google-deepmind…e-skills GitHub Stars 1.2K First Seen May 19, 2026
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8231 chembl-database google-deepmind/science-skills
ChEMBL Database Query 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://chembl.gitbook.io/chembl-interface-documentation/about , then (2) create the file recording the notification text and timestamp. Core Rules [!IMPORTANT] Use the Utility Scripts : You MUST ALWAYS use the pro...
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8232 spartan spartan-ng/spartan
spartan/ui spartan/ui is an Angular UI library. It uses a two-layer architecture : Brain ( @spartan-ng/brain ) - accessible, unstyled primitives (Angular directives/components), installed from npm. This is the behavior and accessibility layer. Helm ( @spartan-ng/helm ) - the styled layer (Tailwind + class-variance-authority). Helm code is copied into the user's project by the CLI so they own and can customize it. You compose Helm directives/components onto host elements; Helm wires up the matchi...
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8233 chrome-mcp-troubleshooting trailofbits/skills
Claude in Chrome MCP Troubleshooting Use this skill when Claude in Chrome MCP tools fail to connect or work unreliably. When to Use mcp__claude-in-chrome__* tools fail with "Browser extension is not connected" Browser automation works erratically or times out After updating Claude Code or Claude.app When switching between Claude Code CLI and Claude.app (Cowork) Native host process is running but MCP tools still fail When NOT to Use Linux or Windows users - This skill covers macOS-specific paths ...
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8234 agent-skills datadog-labs/agent-skills
Datadog Skills Essential Datadog skills for AI agents. Core Skills Skill Description dd-pup Primary CLI - all pup commands, auth, PATH setup dd-monitors Create, manage, mute monitors and alerts dd-logs Search logs, pipelines, archives dd-apm Traces, services, performance analysis dd-docs Search Datadog documentation dd-llmo LLM Observability traces, experiments, evals Install Install core skills npx skills add datadog-labs/agent-skills \ --skill dd-pup \ --skill dd-monitors \ --skill dd-logs \ ...
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8235 mt5-robot-tester tradermonty/claude-trading-skills
MT5 Robot Tester Overview Select the best MetaTrader 5 robots (Expert Advisors) from a candidates folder by driving the Strategy Tester from the command line through a 3-round pipeline , moving each bot between folders as it advances, and learning across runs to improve selection each loop. The whole run is checkpointed and resumable. Show more Installs 1.1K Repository tradermonty/cla…g-skills GitHub Stars 2.8K First Seen Aug 10, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pas...
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8236 om-setup-agent-pipeline open-mercato/skills
Setup Agent Pipeline Every skill in this collection reads its repository-specific settings from .ai/agentic.config.json . This skill writes that file. It is the first skill to run in a fresh repository; the others stop and point here when the config is missing. Arguments --defaults (optional) — skip all questions and write the auto-detected config without confirmation. Config schema .ai/agentic.config.json , committed to the repository: Show more Installs 1.1K Repository open-mercato/skills GitH...
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8237 math-reasoning lingzhi227/agent-research-skills
Mathematical Reasoning Perform rigorous mathematical reasoning and produce publication-quality LaTeX output. Input $0 — Task type: derive , prove , formalize , stats , notation , verify $1 — Context: equation, theorem statement, problem description, or data description Tasks derive — Step-by-step equation derivation Show every intermediate step. Justify each with the rule applied. Box final result with \boxed{} . Number important equations with \label{eq:name} . prove — Formal theorem proof Use ...
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8238 apollo-connectors apollographql/skills
Apollo Connectors Schema Assistant MCP Tools If GraphOS MCP Tools are available, use them: connectors-spec: Fetch the complete Connectors specification before starting any connector work apollo_docs_search: Search for relevant documentation apollo_docs_read: Read specific documentation pages by slug Documentation paths by topic: Requests: /graphos/connectors/requests/url, /headers, /body, /batching Responses: /graphos/connectors/responses/fields, /error-handling Mapping: /graphos/connectors/...
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8239 speckit-tasks dceoy/speckit-agent-skills
Spec Kit Tasks Skill When to Use The implementation plan is ready and you need a dependency-ordered task list. Inputs specs/<feature>/plan.md and specs/<feature>/spec.md Optional artifacts: data-model.md , contracts/ , research.md , quickstart.md Any user constraints or priorities from the request If the plan is missing, ask the user to run speckit-plan first. Workflow Setup : Run .specify/scripts/bash/check-prerequisites.sh --json from repo root and parse FEATURE_DIR and AVAILABLE_DOCS list. Al...
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8240 playground cline/skills
A playground is a self-contained HTML file with interactive controls on one side, a live preview on the other, and a prompt output at the bottom with a copy button. The user adjusts controls, explores visually, then copies the generated prompt back into Claude. When to use this skill When the user asks for an interactive playground, explorer, or visual tool for a topic — especially when the input space is large, visual, or structural and hard to express as plain text. How to use this skill ...
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8241 prompt-optimizer getsentry/skills
Prompt Optimizer Analyze a draft prompt, critique it, match it to ECC ecosystem components, and output a complete optimized prompt the user can paste and run. When to Use User says "optimize this prompt", "improve my prompt", "rewrite this prompt" User says "help me write a better prompt for..." User says "what's the best way to ask Claude Code to..." User says "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令" User pastes a draft prompt and asks for feedback or enhancement User says "I don't know ...
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8242 adaptive android/skills
Prerequisites The app must: Use Compose for all screens. If it's still using Fragments or Views, suggest using the XML to Compose skill to migrate those screens. Use Jetpack Navigation 3. If it doesn't, suggest the Navigation 3 skill to migrate the app. Workflow to make an app adaptive To make an app adaptive, follow these steps or a subset of them adapting to the task. Step 1: Verify current UI Step 2: Make the navigation bar adaptive Step 3: Add multi-pane layouts Step 4: Make vertical lists a...
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8243 testing-setup android/skills
Step 1: analyze the current testing setup To understand the testing setup of an existing project, look for these dependencies in the libs.versions.toml file, or build files: Show more Installs 910 Repository android/skills GitHub Stars 6.7K First Seen May 15, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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8244 knowledge-catalog-discovery cline/skills
Usage All scripts can be executed using Node.js. Replace <param_name> and <param_value> with actual values. Bash: node <skill_dir>/scripts/<script_name>.js '{"<param_name>": "<param_value>"}' PowerShell: node <skill_dir>/scripts/<script_name>.js '{\"<param_name>\": \"<param_value>\"}' Note: The scripts automatically load the environment variables from various .env files. Do not ask the user to set vars unless skill executions fails due to env var absence. Scripts lookup_context Retrieves rich me...
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8245 gke-node-notready google/skills
GKE Node NotReady Troubleshooting Skill Use this skill to systematically diagnose why one or more GKE nodes report a NotReady (or Ready: Unknown ) status and to propose safe remediations. A NotReady status means the node's kubelet is not reporting to the control plane correctly, so Kubernetes stops scheduling new Pods on the node, which can reduce application capacity and cause downtime. This skill operates non-interactively and enforces a read-only diagnostics boundary : gather evidence first, ...
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8246 rest-api-design aj-geddes/useful-ai-prompts
REST API Design Overview Design REST APIs that are intuitive, consistent, and follow industry best practices for resource-oriented architecture. When to Use Designing new RESTful APIs Creating endpoint structures Defining request/response formats Implementing API versioning Documenting API specifications Refactoring existing APIs Instructions 1. Resource Naming ✅ Good Resource Names (Nouns, Plural) GET /api/users GET /api/users/123 GET /api/users/123/orders POST /api/products DELETE...
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8247 jianying-editor luoluoluo22/jianying-editor-skill
No SKILL.md available for this skill. View on GitHub
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8248 youtube-summarizer sickn33/agentic-awesome-skills
youtube-summarizer Purpose This skill extracts transcripts from YouTube videos and generates comprehensive, verbose summaries using the STAR + R-I-S-E framework. It validates video availability, extracts transcripts using the youtube-transcript-api Python library, and produces detailed documentation capturing all insights, arguments, and key points. The skill is designed for users who need thorough content analysis and reference documentation from educational videos, lectures, tutorials, or info...
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8249 nuxthub onmax/nuxt-skills
NuxtHub v0.10.4 Full-stack Nuxt framework with database, KV, blob, and cache. Multi-cloud support (Cloudflare, Vercel, Deno, Netlify). For Nuxt server patterns: use nuxt skill (server.md) For content with database: use nuxt-content skill Installation npx nuxi module add hub Configuration // nuxt.config.ts export default defineNuxtConfig({ modules: ['@nuxthub/core'], hub: { db: 'sqlite', // 'sqlite' | 'postgresql' | 'mysql' kv: true, blob: true, cache: true, dir: '.dat...
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8250 terminal-opener affaan-m/ecc
Terminal Opener Use scripts/open-terminal.js to preserve an executable and every argument as separate process entries. Never interpolate a shell command string. Keep every spawn on shell: false . Default to a non-launching plan. Use --launch only after the user explicitly requests a real window and the argv has been reviewed. The launched process inherits the full environment of the calling process, including secret-bearing variables. The launcher does not filter the environment. Run it from a s...
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