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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 11601 | skillboss | heeyo-life/skillboss-skills |
SkillBoss Skill Multi-AI gateway for building and deploying full-stack applications with 50+ AI APIs. When to Use This Skill Use this skill when the user wants to: Build websites/apps : Any website, landing page, SaaS, React app, membership site, booking system, e-commerce store, dashboard, admin panel Store data : User data, form submissions, orders, bookings, member info - uses D1 database with auto-provisioning Accept payments : Stripe integration for subscriptions, one-time payments, e-comme...
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310 |
| 11602 | migrating-to-tuist-generated-projects | tuist/agent-skills |
Migrating to Tuist Generated Projects Quick Start Baseline build and run the app with xcodebuild. Inventory targets, build settings, and external dependencies. Create Tuist.swift , Project.swift , and Tuist/Package.swift . Extract settings into .xcconfig files and wire them in Project.swift . Generate and build: tuist generate --no-open then xcodebuild build . Fix build issues, regenerate, and validate runtime on a simulator. Preflight Checklist Primary app scheme and any extension/test schemes ...
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310 |
| 11603 | fetching-dbt-docs | dbt-labs/dbt-agent-skills |
dbt docs have LLM-friendly URLs. Always append `.md` to get clean markdown instead of HTML. URL Pattern | `https://docs.getdbt.com/docs/dbt-cloud-apis/service-tokens` | `https://docs.getdbt.com/docs/dbt-cloud-apis/service-tokens.md` | `https://docs.getdbt.com/reference/commands/run` | `https://docs.getdbt.com/reference/commands/run.md` Quick Reference | Single page | Add `.md` to any docs URL | Fetch specific documentation | Page index | `https://docs.getdbt.com/llms.txt` | Find...
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310 |
| 11604 | skill-developer | davila7/claude-code-templates |
Skill Developer Guide Purpose Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure pattern. When to Use This Skill Automatically activates when you mention: Creating or adding skills Modifying skill triggers or rules Understanding how skill activation works Debugging skill activation issues Working with skill-rules.json Hook system mechanics Claude ...
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310 |
| 11605 | scanpy | davila7/claude-code-templates |
Scanpy: Single-Cell Analysis Overview Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis. When to Use This Skill This skill should be used when: Analyzing single-cell RNA-seq data (.h5ad, 10X, CSV formats) Performing quality control on scRNA-seq datasets Cre...
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310 |
| 11606 | raindrop-api | intellectronica/agent-skills |
This skill enables interaction with the Raindrop.io bookmarks service through its REST API. Use `curl` and `jq` for direct REST calls. Official API documentation: [https://developer.raindrop.io/](https://developer.raindrop.io/) Authentication Token Resolution Resolve the API token in this order: - Check environment variable `RAINDROP_TOKEN` - Check if the user has provided a token in the conversation context - If neither is available, use AskUserQuestion to request the token from the us...
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310 |
| 11607 | comprehensive-review-full-review | sickn33/antigravity-awesome-skills |
Use this skill when Working on comprehensive review full review tasks or workflows Needing guidance, best practices, or checklists for comprehensive review full review Do not use this skill when The task is unrelated to comprehensive review full review You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required,...
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310 |
| 11608 | context-management-context-save | sickn33/antigravity-awesome-skills |
Context Save Tool: Intelligent Context Management Specialist Use this skill when Working on context save tool: intelligent context management specialist tasks or workflows Needing guidance, best practices, or checklists for context save tool: intelligent context management specialist Do not use this skill when The task is unrelated to context save tool: intelligent context management specialist You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and re...
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310 |
| 11609 | runbook-creation | aj-geddes/useful-ai-prompts |
Runbook Creation Overview Create comprehensive operational runbooks that provide step-by-step procedures for common operational tasks, incident response, and system maintenance. When to Use Incident response procedures Standard operating procedures (SOPs) On-call playbooks System maintenance guides Disaster recovery procedures Deployment runbooks Escalation procedures Service restoration guides Incident Response Runbook Template Incident Response Runbook Quick Reference Severity Levels: - ...
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310 |
| 11610 | stored-procedures | aj-geddes/useful-ai-prompts |
Stored Procedures & Functions Overview Implement stored procedures, functions, and triggers for business logic, data validation, and performance optimization. Covers procedure design, error handling, and performance considerations. When to Use Business logic encapsulation Complex multi-step operations Data validation and constraints Audit trail maintenance Performance optimization Code reusability across applications Trigger-based automation PostgreSQL Procedures & Functions Simple Functions ...
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310 |
| 11611 | configuration-management | aj-geddes/useful-ai-prompts |
Configuration Management Overview Comprehensive guide to managing application configuration across environments, including environment variables, configuration files, secrets, feature flags, and following 12-factor app methodology. When to Use Setting up configuration for different environments Managing secrets and credentials Implementing feature flags Creating configuration hierarchies Following 12-factor app principles Migrating configuration to cloud services Implementing dynamic configura...
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310 |
| 11612 | codex-subagent | am-will/codex-skills |
Codex Subagent Skill Spawn autonomous subagents to offload context-heavy work. Subagents burn their own tokens, return only final results. Golden Rule: If task + intermediate work would add 3,000+ tokens to parent context → use subagent. Intelligent Prompting Critical: Parent agent must provide subagent with essential context for success. Good Prompting Principles Include relevant context - Give the subagent thorough context Be specific - Clear constraints, requirements, output format Provi...
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309 |
| 11613 | supabase-best-practices | pedrobarretocw/supabase-best-practices |
Supabase Best Practices Comprehensive security and performance optimization guide for Supabase applications with Clerk authentication integration. Contains 40+ rules across 10 categories, prioritized by impact to guide secure development and code review. When to Apply Reference these guidelines when: Setting up a new Supabase project Integrating Clerk authentication with Supabase Writing Row Level Security (RLS) policies Designing database schemas Implementing real-time features Configuring ...
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309 |
| 11614 | d3-viz | sickn33/antigravity-awesome-skills |
D3.js Visualisation Overview This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js. D3.js (Data-Driven Documents) excels at binding data to DOM elements and applying data-driven transformations to create custom, publication-quality visualisations with precise control over every visual element. The techniques work across any JavaScript environment, including vanilla JavaScript, React, Vue, Svelte, and other frameworks. When to use d3.js Use d3.js for...
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309 |
| 11615 | nansen-fund-tracker | nansen-ai/nansen-cli |
Fund Watch Answers: "What are crypto funds and VCs holding right now?" nansen research smart-money holdings --chain ethereum --labels "Fund" --limit 20 → token_symbol, value_usd, holders_count, balance_24h_percent_change, share_of_holdings_percent nansen research smart-money holdings --chain solana --labels "Fund" --limit 20 nansen research smart-money netflow --chain ethereum --labels "Fund" --limit 10 → token_symbol, net_flow_1h/24h/7d/30d_usd, market_cap_usd, trader_count nansen research sm...
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309 |
| 11616 | schema-markup | davila7/claude-code-templates |
Schema Markup You are an expert in structured data and schema markup. Your goal is to implement schema.org markup that helps search engines understand content and enables rich results in search. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Before imple...
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309 |
| 11617 | deslop | davila7/claude-code-templates |
Remove AI code slop Check the diff against main, and remove all AI generated slop introduced in this branch. This includes: Extra comments that a human wouldn't add or is inconsistent with the rest of the file Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted / validated codepaths) Casts to any to get around type issues Any other style that is inconsistent with the file Report at the end with only a 1-3 sentence summar...
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309 |
| 11618 | isms-audit-expert | davila7/claude-code-templates |
ISMS Audit Expert Internal and external ISMS audit management for ISO 27001 compliance verification, security control assessment, and certification support. Table of Contents Audit Program Management Audit Execution Control Assessment Finding Management Certification Support Tools References Audit Program Management Risk-Based Audit Schedule Risk Level Audit Frequency Examples Critical Quarterly Privileged access, vulnerability management, logging High Semi-annual Access control, incident respon...
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309 |
| 11619 | analyze | allenai2014/ai-investment-advisor |
/analyze - Answer Data Questions If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Answer a data question, from a quick lookup to a full analysis to a formal report. Usage /analyze <natural language question> Workflow 1. Understand the Question Parse the user's question and determine: Complexity level : Quick answer : Single metric, simple filter, factual lookup (e.g., "How many users signed up last week?") Full analysis : Multi-dimensional explor...
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309 |
| 11620 | django-pro | sickn33/antigravity-awesome-skills |
Use this skill when Working on django pro tasks or workflows Needing guidance, best practices, or checklists for django pro Do not use this skill when The task is unrelated to django pro You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a Django expe...
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309 |
| 11621 | excel-data-analyzer | mineru98/skills-store |
Excel Data Analyzer Overview Analyze Excel files to identify data structure, quality issues, format inconsistencies, and statistical patterns. Generate comprehensive markdown reports with actionable insights for data cleaning and improvement. Quick Start Analyze any Excel file with a single command: cd /path/to/skill/scripts bun install First time only bun run analyze_excel.ts /path/to/data.xlsx Output: Markdown report (data_analysis.md) with complete analysis. Core Capabilities 1. Data...
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309 |
| 11622 | tinacms | jezweb/claude-skills |
TinaCMS Git-backed headless CMS with visual editing for content-heavy sites. Last Updated: 2026-01-21 Versions: tinacms@3.3.1, @tinacms/cli@2.1.1 Quick Start Package Manager Recommendation: Recommended: pnpm (required for TinaCMS >2.7.3) Alternative: npm or yarn (may have module resolution issues in newer versions) Install pnpm (if needed) npm install -g pnpm Initialize TinaCMS npx @tinacms/cli@latest init Install dependencies with pnpm pnpm install Update package.json scripts { "d...
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308 |
| 11623 | 1password | steipete/agent-scripts |
1Password CLI Follow the official CLI get-started steps. Don't guess install commands. References references/get-started.md (install + app integration + sign-in flow) references/cli-examples.md (real op examples) Workflow Check OS + shell. Verify CLI present: op --version . Confirm desktop app integration is enabled (per get-started) and the app is unlocked. REQUIRED: create a fresh tmux session for all op commands (no direct op calls outside tmux). Sign in / authorize inside tmux: op signin (ex...
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308 |
| 11624 | reproduce-bug | n8n-io/n8n |
Bug Reproduction Framework Given a Linear ticket context ($ARGUMENTS), systematically reproduce the bug with a failing regression test. Step 1: Parse Signals Extract the following from the provided ticket context: Error message / stack trace (if provided) Reproduction steps (if provided) Workflow JSON (if attached) Affected area (node, execution engine, editor, API, config, etc.) Version where it broke / last working version Step 2: Route to Test Strategy Based on the affected area, pick the tes...
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308 |
| 11625 | rams | brianlovin/claude-config |
Rams Design Review You are Rams, an expert design engineer reviewing code for accessibility and visual design issues. Mode If $ARGUMENTS is provided, analyze that specific file. If $ARGUMENTS is empty, ask the user which file(s) to review, or offer to scan the project for component files. 1. Accessibility Review (WCAG 2.1) Critical (Must Fix) Check WCAG What to look for Images without alt 1.1.1 <img> without alt attribute Icon-only buttons 4.1.2 <button> with only SVG/icon, no aria-label Form in...
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308 |
| 11626 | ln-652-transaction-correctness-auditor | levnikolaevich/claude-code-skills |
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. Transaction Correctness Auditor (L3 Worker) Specialized worker auditing database transaction patterns for correctness, scope, and trigger interaction. Purpose & Scope Worker in ln-650 coordinator pipeline - invoked by ln-650-persistence-performance-auditor Audit transaction correctness (Priority: HIGH) Check commit patterns...
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308 |
| 11627 | ln-653-runtime-performance-auditor | levnikolaevich/claude-code-skills |
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. Runtime Performance Auditor (L3 Worker) Specialized worker auditing runtime performance anti-patterns in async and general code. Purpose & Scope Worker in ln-650 coordinator pipeline - invoked by ln-650-persistence-performance-auditor Audit runtime performance (Priority: MEDIUM) Check async anti-patterns, unnecessary alloca...
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308 |
| 11628 | codeburn-claude-cost-dashboard | aradotso/trending-skills |
CodeBurn Skill by ara.so — Daily 2026 Skills collection. CodeBurn is an interactive TUI dashboard that reads Claude Code session transcripts directly from disk ( ~/.claude/projects/ ) and visualizes token usage, costs, and task breakdowns by project, model, activity type, MCP server, and tool. No API keys, no proxy — pure local file analysis. Install npm install -g codeburn or run without installing npx codeburn Requirements: Node.js 20+, Claude Code installed (session data at ~/.claude/project...
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308 |
| 11629 | grpo-rl-training | davila7/claude-code-templates |
GRPO/RL Training with TRL Expert-level guidance for implementing Group Relative Policy Optimization (GRPO) using the Transformer Reinforcement Learning (TRL) library. This skill provides battle-tested patterns, critical insights, and production-ready workflows for fine-tuning language models with custom reward functions. When to Use This Skill Use GRPO training when you need to: Enforce specific output formats (e.g., XML tags, JSON, structured reasoning) Teach verifiable tasks with objective...
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308 |
| 11630 | astropy | davila7/claude-code-templates |
Astropy Overview Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis. Use astropy for coordinate transformations, unit and quantity calculations, FITS file operations, cosmological calculations, precise time handling, tabular data manipulation, and astronomical image processing. When to Use This Skill Use astropy when tasks involve: Converting between celestial coordinate systems (ICRS, Galactic, FK5, AltAz, etc.) Workin...
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308 |
| 11631 | fda-database | davila7/claude-code-templates |
FDA Database Access Overview Access comprehensive FDA regulatory data through openFDA, the FDA's initiative to provide open APIs for public datasets. Query information about drugs, medical devices, foods, animal/veterinary products, and substances using Python with standardized interfaces. Key capabilities: Query adverse events for drugs, devices, foods, and veterinary products Access product labeling, approvals, and regulatory submissions Monitor recalls and enforcement actions Look up Natio...
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308 |
| 11632 | figma | davila7/claude-code-templates |
Figma MCP Use the Figma MCP server for Figma-driven implementation. For setup and debugging details (env vars, config, verification), see references/figma-mcp-config.md . Figma MCP Integration Rules These rules define how to translate Figma inputs into code for this project and must be followed for every Figma-driven change. Required flow (do not skip) Run get_design_context first to fetch the structured representation for the exact node(s). If the response is too large or truncated, run get_met...
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308 |
| 11633 | quality-manager-qms-iso13485 | davila7/claude-code-templates |
Quality Manager - QMS ISO 13485 Specialist ISO 13485:2016 Quality Management System implementation, maintenance, and certification support for medical device organizations. Table of Contents QMS Implementation Workflow Document Control Workflow Internal Audit Workflow Process Validation Workflow Supplier Qualification Workflow QMS Process Reference Decision Frameworks Tools and References QMS Implementation Workflow Implement ISO 13485:2016 compliant quality management system from gap analysis t...
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308 |
| 11634 | discord-bot-architect | davila7/claude-code-templates |
Discord Bot Architect Patterns Discord.js v14 Foundation Modern Discord bot setup with Discord.js v14 and slash commands When to use: ['Building Discord bots with JavaScript/TypeScript', 'Need full gateway connection with events', 'Building bots with complex interactions'] ```javascript // src/index.js const { Client, Collection, GatewayIntentBits, Events } = require('discord.js'); const fs = require('node:fs'); const path = require('node:path'); require('dotenv').config(); // Create client ...
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308 |
| 11635 | api-filtering-sorting | aj-geddes/useful-ai-prompts |
API Filtering & Sorting Overview Build flexible filtering and sorting systems that handle complex queries efficiently with proper validation, security, and performance optimization. When to Use Building search and filter interfaces Implementing advanced query capabilities Creating flexible data retrieval endpoints Optimizing query performance Validating user input for queries Supporting complex filtering logic Instructions 1. Query Parameter Filtering // Node.js filtering implementation app.ge...
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308 |
| 11636 | sveltia-cms | jezweb/claude-skills |
Sveltia CMS Skill Complete skill for integrating Sveltia CMS into static site projects. Current Versions @sveltia/cms: 0.128.5 (verified January 2026) Status: Public Beta (v1.0 expected early 2026) Maturity: Production-ready (270+ issues solved from predecessor) When to Use This Skill ✅ Use Sveltia CMS When: Git-based workflow desired (content as Markdown/YAML/TOML/JSON in repository) Lightweight solution required (<500 KB vs 1.5-2.6 MB for competitors) Migrating from Decap/Netlify CMS (drop-i...
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307 |
| 11637 | claude-md-management | giuseppe-trisciuoglio/developer-kit |
CLAUDE.md Management Provides comprehensive CLAUDE.md file management capabilities including auditing, quality assessment, and targeted improvements. This skill ensures Claude Code has optimal project context by maintaining high-quality documentation files. Overview CLAUDE.md files are the primary mechanism for providing project-specific context to Claude Code sessions. This skill manages the complete lifecycle of CLAUDE.md files: discovery, quality assessment, reporting, and improvement. It fol...
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307 |
| 11638 | alicloud-ai-video-wan-video | cinience/alicloud-skills |
Category: provider Model Studio Wan Video Validation mkdir -p output/alicloud-ai-video-wan-video python -m py_compile skills/ai/video/alicloud-ai-video-wan-video/scripts/generate_video.py && echo "py_compile_ok" > output/alicloud-ai-video-wan-video/validate.txt Pass criteria: command exits 0 and output/alicloud-ai-video-wan-video/validate.txt is generated. Output And Evidence Save task IDs, polling responses, and final video URLs to output/alicloud-ai-video-wan-video/ . Keep one end-to-end run l...
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307 |
| 11639 | knitwork-x | hairyf/knitwork-x |
knitwork-x provides programmatic code generation for JavaScript and TypeScript. It is forked from knitwork and adds comprehensive TypeScript helpers: ESM (import/export), strings, variables, classes, interfaces, functions, types, control flow (if/try/loop/switch), and serialization (object/array/map/set). All gen* functions return strings suitable for splicing into source; they are pure and do not mutate inputs. Use this skill when an agent needs to generate code strings (e.g. for codegen tools,...
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307 |
| 11640 | linear-issue | n8n-io/n8n |
Linear Issue Analysis Start work on Linear issue $ARGUMENTS Prerequisites This skill depends on external tools. Before proceeding, verify availability: Required: Linear MCP ( mcp__linear ): Must be connected. Without it the skill cannot function at all. GitHub CLI ( gh ): Must be installed and authenticated. Run gh auth status to verify. Used to fetch linked PRs and issues. Optional (graceful degradation): Notion MCP ( mcp__notion ): Needed only if the issue links to Notion docs. If unavailable,...
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307 |
| 11641 | autonomous-trading | senpi-ai/senpi-skills |
Autonomous Trading v6 Give your agent a budget, a target, and a deadline — then let it trade. The agent creates a strategy wallet, scans for opportunities, opens positions, protects profits with DSL, and enforces risk controls. Skill Attribution When creating a strategy, include skill_name and skill_version in the call. See references/skill-attribution.md for details. Prerequisites Install these companion skills first: dsl-dynamic-stop-loss — trailing stops, auto-closing, per-tier retrace opport...
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307 |
| 11642 | web-search | yejinlei/web-search-skill |
Install the belt CLI skill: npx skills add belt-sh/cli Web Search & Extraction Search the web and extract content via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Search the web belt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}' Show more Installs 32.0K Repository qu-skills/skills GitHub Stars 539 First Seen 12 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
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307 |
| 11643 | error-debugging-multi-agent-review | sickn33/antigravity-awesome-skills |
Multi-Agent Code Review Orchestration Tool Use this skill when Working on multi-agent code review orchestration tool tasks or workflows Needing guidance, best practices, or checklists for multi-agent code review orchestration tool Do not use this skill when The task is unrelated to multi-agent code review orchestration tool You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Prov...
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307 |
| 11644 | bicep-diagrams | eraserlabs/eraser-io |
Bicep Diagram Generator Generates architecture diagrams directly from Azure Bicep files. Bicep is a domain-specific language (DSL) for deploying Azure resources declaratively. When to Use Activate this skill when: User has Bicep files (.bicep) and wants to visualize the infrastructure User asks to "diagram my Bicep" or "visualize this Bicep infrastructure" User mentions Bicep or Azure Bicep User wants to see the architecture of their Bicep-deployed resources How It Works This skill generate...
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307 |
| 11645 | ln-650-persistence-performance-auditor | levnikolaevich/claude-code-skills |
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. Persistence & Performance Auditor (L2 Coordinator) Coordinates 4 specialized audit workers to perform database efficiency, transaction correctness, runtime performance, and resource lifecycle analysis. Purpose & Scope Coordinates 4 audit workers (ln-651, ln-652, ln-653, ln-654) running in parallel Research current best prac...
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307 |
| 11646 | vite-bundle-optimization | patternsdev/skills |
Vite Bundle Optimization Table of Contents When to Use Instructions Details Source Production-ready patterns for optimizing bundle size and build performance in Vite + React applications. These patterns leverage Vite's architecture (native ESM in dev, Rollup in production) to deliver smaller, faster bundles. When to Use Reference these patterns when: Setting up a new Vite + React project for production Analyzing bundle size with npx vite-bundle-visualizer Build times are slow or bundles are unex...
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307 |
| 11647 | nansen-token-research | nansen-ai/nansen-cli |
Token Deep Dive All commands: nansen research token <sub> [options] --chain required for spot endpoints. Use --token <address> for token-specific endpoints. Info & Price nansen research token info --token < addr > --chain solana nansen research token ohlcv --token < addr > --chain solana --timeframe 1h Timeframes: 1m , 5m , 15m , 30m , 1h , 2h , 4h , 1d , 1w , 1M Holders nansen research token holders --token < addr > --chain solana nansen research token holders --token < addr > --chain solana --...
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307 |
| 11648 | writing-react-native-storybook-stories | storybookjs/react-native |
React Native Storybook Stories Write stories for React Native components using @storybook/react-native v10 and Component Story Format (CSF). Quick Start Minimal story file: import type { Meta , StoryObj } from '@storybook/react-native' ; import { MyComponent } from './MyComponent' ; const meta = { component : MyComponent , } satisfies Meta < typeof MyComponent > ; export default meta ; type Story = StoryObj < typeof meta > ; export const Basic : Story = { args : { label : 'Hello' , } , } ; File ...
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307 |
| 11649 | reading-invoice | kazukinagata/shinkoku |
請求書 画像読み取り 請求書の画像を読み取り、構造化データとして返すスキル。 PDF ファイルの場合 ファイルが PDF( .pdf )の場合、画像 OCR の前にテキスト抽出を試みる。 shinkoku pdf extract-text --file-path <path> を実行する 抽出テキストに必要な情報(金額・日付・請求元等)が含まれていれば、テキストから構造化データを生成する テキストが不十分(スキャン PDF 等)の場合は shinkoku pdf to-image --file-path <path> --output-dir <dir> で PNG に変換し、以下の画像読み取りフローに進む 画像読み取り方法 推奨: デュアル検証(並列2コンテキスト) 精度を高めるため、同じ画像を2つの独立したコンテキストで並列に読み取り、結果を照合する。 2つの独立した読み取りを実行する: サブエージェントが使える環境では、2つのサブエージェントを並列で起動し、それぞれ独立に画像を読み取る。 各サブエージェントには以下の「基本ルール」と「出力フォーマット」をプロンプトとして渡し、画像...
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| 11650 | qqbot-cron | sliverp/qqbot |
QQ Bot 智能提醒 让 AI 帮用户设置、管理定时提醒,支持私聊和群聊。 ⛔ 最重要的一条规则(读三遍) 调用 cron 工具时,payload.kind 必须是 "agentTurn" 。绝对不能用 "systemEvent" ! systemEvent 只会在 AI 会话里插入一条文本,用户根本收不到 QQ 消息。 只有 agentTurn + deliver: true + channel: "qqbot" + to 才能真正把消息发到 QQ。 🤖 AI 决策指南 时间确认规则 设置提醒前,先确认当前系统时间(查看上下文中的时间信息,或执行 date )。 纯相对时间("5分钟后"、"1小时后")可以跳过确认,直接算 Date.now() + 延迟毫秒 。 用户意图识别 用户说法 意图 cron 工具 action "5分钟后提醒我喝水" 创建一次性提醒 add (schedule.kind=at) "每天8点提醒我打卡" 创建周期提醒 add (schedule.kind=cron) "我有哪些提醒" 查询 list "取消喝水提醒" 删除 remove "修改提醒时间" ...
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