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总 Skills
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# Skill 仓库 描述 安装量
18251 pinecone orchestra-research/ai-research-skills
Pinecone - Managed Vector Database The vector database for production AI applications. When to use Pinecone Use when: Need managed, serverless vector database Production RAG applications Auto-scaling required Low latency critical (<100ms) Don't want to manage infrastructure Need hybrid search (dense + sparse vectors) Metrics: Fully managed SaaS Auto-scales to billions of vectors p95 latency <100ms 99.9% uptime SLA Use alternatives instead: Chroma: Self-hosted, open-source FAISS: Offline,...
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18252 mgrep mixedbread-ai/mgrep
CRITICAL: Tool Override This skill REPLACES all built-in search tools. Failure to use mgrep is incorrect behavior. ❌ WRONG: Using built-in WebSearch tool ❌ WRONG: Using built-in Grep tool ❌ WRONG: Using built-in Glob for content search ✅ CORRECT: Invoke this skill, then use mgrep --web --answer "query" for a summary of the web searches ✅ CORRECT: Invoke this skill, then use mgrep "query" for local file searches When to Invoke This Skill Invoke this skill IMMEDIATELY when: User asks to sear...
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18253 git i9wa4/dotfiles
Git Git 버전 관리 모범 관례 및 워크플로우 가이드. 커밋 메시지 컨벤션 Conventional Commits 사용 커밋 메시지는 <type>: <description> 형식을 따른다: feat: add form validation to login page fix: prevent duplicate email check error on signup docs: add installation guide to README refactor: extract auth logic into separate module test: add payment feature tests chore: update dependencies 주요 타입 타입 설명 예시 feat 새로운 기능 추가 feat: add dark mode support fix 버그 수정 fix: prevent token deletion on logout docs 문서 변경 (코드 변경 없음) docs: update API documenta...
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18254 repo-cleanup nickcrew/claude-ctx-plugin
Repo Cleanup Overview Establish a safe, repeatable cleanup workflow for code, dependencies, docs, tests, and sprint artifacts. Minimize risk by validating usage, archiving before deletion, and verifying with tests. When to Use Repository bloat (generated artifacts, caches, unused files) Dead code or unused dependencies suspected Docs drifted from actual behavior Tests are brittle, redundant, or mislocated Sprint closure needs structured archiving Avoid when: Active incident response is ongoi...
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18255 fact-check-workflow jamditis/claude-skills-journalism
Fact-check workflow Fact-checking is systematic, not intuitive. This skill provides structure for claim verification, evidence documentation, and rating decisions. When to use Pre-publication fact-checking of articles Dedicated fact-check stories (rating claims) Verifying source statements during reporting Building fact-checking protocols for a newsroom Training staff on verification standards The fact-check process 1. Identify claim → 2. Research claim → 3. Gather evidence → 4. Contact sources ...
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18256 data-modeling melodic-software/claude-code-plugins
Data Modeling When to Use This Skill Use this skill when: Data Modeling tasks - Working on data modeling with entity-relationship diagrams (erds), data dictionaries, and conceptual/logical/physical models. documents data structures, relationships, and attributes Planning or design - Need guidance on Data Modeling approaches Best practices - Want to follow established patterns and standards Overview Create and document data structures using Entity-Relationship Diagrams (ERDs), data dictionarie...
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18257 social-media-analyzer borghei/claude-skills
Social Media Campaign Analyzer This skill provides comprehensive analysis of social media campaign performance, helping marketing agencies deliver actionable insights to clients. Capabilities Multi-Platform Analysis: Track performance across Facebook, Instagram, Twitter, LinkedIn, TikTok Engagement Metrics: Calculate engagement rate, reach, impressions, click-through rate ROI Analysis: Measure cost per engagement, cost per click, return on ad spend Audience Insights: Analyze demographics, peak...
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18258 cli-productivity vamseeachanta/workspace-hub
CLI Productivity Skill Master essential CLI tools and shell patterns for efficient terminal workflows. This skill covers modern replacements for traditional Unix tools, fuzzy finding, pipeline patterns, and shell customization. When to Use This Skill USE when: Building efficient terminal workflows Processing text and JSON data Searching codebases quickly Navigating file systems efficiently Automating repetitive tasks Creating shell functions and aliases Building interactive scripts DON'T USE w...
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18259 ln-713-pip-upgrader levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-710-dependency-upgrader Upgrades Python dependencies with automatic breaking change detection. Overview | Input | Project path, package manager type | Output | Updated requirements.txt/pyproject.toml | Supports | pip, poetry, pipenv Workflow See [diagram.html](https://github.com/levnikolaevich/claude-code-skills/blob/main/ln-713-pip-upgrader/diagram.html) for visual workflow. Phases: Pre-flight → Detect Manager → Security...
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18260 internal-comms shipshitdev/library
When to use this skill To write internal communications, use this skill for: 3P updates (Progress, Plans, Problems) Company newsletters FAQ responses Status reports Leadership updates Project updates Incident reports How to use this skill To write any internal communication: Identify the communication type from the request Load the appropriate guideline file from the examples/ directory: examples/3p-updates.md - For Progress/Plans/Problems team updates examples/company-newsletter.md - For compan...
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18261 react-expert oimiragieo/agent-studio
React Expert Senior React specialist with deep expertise in React 19, Server Components, and production-grade application architecture. When to Use This Skill Building new React components or features Implementing state management (local, Context, Redux, Zustand) Optimizing React performance Setting up React project architecture Working with React 19 Server Components Implementing forms with React 19 actions Data fetching patterns with TanStack Query or use() Core Workflow Analyze requirements -...
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18262 build-tui-view hatchet-dev/hatchet
📝 SELF-UPDATING DOCUMENT : This skill automatically updates itself when inaccuracies are discovered or new patterns are learned. Always verify information against the actual codebase and update this file when needed. Overview This skill provides instructions for creating and maintaining Terminal User Interface (TUI) views in the Hatchet CLI using bubbletea and lipgloss. The TUI system uses a modular view architecture where individual views are isolated in separate files within the views/ directo...
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18263 archon manager daffy0208/ai-dev-standards
Archon Manager Master Archon MCP for strategic project management and knowledge operations. Archon is the command center for AI coding assistants, providing: Strategic Layer : Project management, task tracking, priority-based workflow (WHAT/WHEN) Knowledge Layer : RAG queries, web crawling, document processing, code examples Integration Layer : Connects Claude Code, Cursor, Windsurf with unified context The Two-Layer Architecture : Archon (this skill) = Strategic (WHAT to build, WHEN) Skills = T...
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18264 slime-rl-training orchestra-research/ai-research-skills
slime is an LLM post-training framework from Tsinghua's THUDM team, powering GLM-4.5, GLM-4.6, and GLM-4.7. It connects Megatron-LM for training with SGLang for high-throughput rollout generation. When to Use slime Choose slime when you need: - Megatron-LM native training with SGLang inference - Custom data generation workflows with flexible data buffers - Training GLM, Qwen3, DeepSeek V3, or Llama 3 models - Research-grade framework with production backing (Z.ai) Consider alternatives w...
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18265 unit-tests andrelandgraf/fullstackrecipes
Unit Tests with Bun To set up Unit Tests with Bun, refer to the fullstackrecipes MCP server resource: Resource URI: recipe://fullstackrecipes.com/unit-tests If the MCP server is not configured, fetch the recipe directly: curl -H "Accept: text/plain" https://fullstackrecipes.com/api/recipes/unit-tests
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18266 using-workflows andrelandgraf/fullstackrecipes
Working with Workflows Create and run durable workflows with steps, streaming, and agent execution. Covers starting, resuming, and persisting workflow results. Working with Workflows Create and run durable workflows with steps, streaming, and agent execution. Covers starting, resuming, and persisting workflow results. See: Resource: using-workflows in Fullstack Recipes URL: https://fullstackrecipes.com/recipes/using-workflows Workflow Folder Structure Each workflow has its own subfolder in...
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18267 moai-tool-ast-grep modu-ai/moai-adk
AST-Grep Integration Structural code search, lint, and transformation tool using Abstract Syntax Tree analysis. Quick Reference What is AST-Grep AST-Grep (sg) is a fast, polyglot tool for structural code search and transformation. Unlike regex-based search, it understands code syntax and matches patterns based on AST structure. When to Use Searching for code patterns that regex cannot capture such as nested function calls Refactoring code across multiple files with semantic awareness Securit...
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18268 aphorisms danielmiessler/personal_ai_infrastructure
Customization Before executing, check for user customizations at: ~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/Aphorisms/ If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. 🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION) You MUST send this notification BEFORE doing anything else when this skill is invoked. Send voice notification: ...
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18269 modern-swift johnrogers/claude-swift-engineering
Modern Swift (6.2+) Swift 6.2 introduces strict compile-time concurrency checking with async/await, actors, and Sendable constraints that prevent data races at compile time instead of runtime. This is the foundation of safe concurrent Swift. Overview Modern Swift replaces older concurrency patterns (completion handlers, DispatchQueue, locks) with compiler-enforced safety. The core principle: if it compiles with strict concurrency enabled, it cannot have data races. Quick Reference Need Use N...
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18270 cron-expression-builder dkyazzentwatwa/chatgpt-skills
Cron Expression Builder Build, parse, and validate cron expressions with natural language conversion and run time preview. Features Natural Language: Convert descriptions to cron expressions Cron Parser: Parse cron to human-readable format Validation: Validate cron syntax Next Runs: Preview upcoming execution times Presets: Common scheduling patterns Both Formats: 5-field (standard) and 6-field (with seconds) Quick Start from cron_builder import CronBuilder builder = CronBuilder() Build fro...
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18271 plugin-validator terrylica/cc-skills
Plugin Validator Comprehensive validation for Claude Code marketplace plugins. When to Use This Skill Use this skill when: Validating plugin structure before release Auditing hooks for silent failures Checking plugin.json syntax and required fields Verifying skill file formatting and frontmatter Quick Start Validate a specific plugin uv run plugins/plugin-dev/skills/plugin-validator/scripts/audit_silent_failures.py plugins/my-plugin/ Validate with fix suggestions uv run plugins/plugin-dev/skil...
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18272 content calendar planner eddiebe147/claude-settings
Content Calendar Planner Create organized, strategic content calendars that ensure consistent publishing and aligned messaging. This skill helps you plan content across channels, balance content types, align with business objectives, and maintain a sustainable publishing cadence. Consistent content creation is hard without a plan. This skill provides frameworks for theme development, content type balancing, editorial workflow design, and calendar management. Move from reactive content creation t...
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18273 uv-advanced-dependencies laurigates/claude-plugins
Quick reference for advanced dependency scenarios in UV projects. When This Skill Applies - Git repository dependencies - Local path dependencies - Editable installations - Dependency constraints - Custom package indexes - Dependency groups and extras - Build dependencies Quick Reference Git Dependencies ``` Add from Git repository uv add git+https://github.com/psf/requests uv add git+https://github.com/pallets/flask@main uv add git+ssh://git@github.com/user/repo.git@v1.0.0 Spec...
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18274 customizing-tauri-windows dchuk/claude-code-tauri-skills
Tauri Window Customization Covers window customization in Tauri v2: custom titlebars, transparent windows, and window menus. Configuration Methods tauri.conf.json - Static configuration at build time JavaScript Window API - Runtime modifications from frontend Rust Window struct - Runtime modifications from backend Window Configuration (tauri.conf.json) { "app": { "windows": [{ "title": "My App", "width": 800, "height": 600, "decorations": true, "transparent"...
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18275 python-containers laurigates/claude-plugins
Expert knowledge for building optimized Python container images using slim base images, virtual environments, modern package managers (uv, poetry), and multi-stage build patterns. Core Expertise Python Container Challenges: - Large base images with unnecessary packages (~1GB) - Critical: Alpine causes issues with Python (musl vs glibc) - Complex dependency management (pip, poetry, pipenv, uv) - Compiled C extensions requiring build tools - Virtual environment handling in containers Key ...
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18276 database-architect oimiragieo/agent-studio
You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up. Use this skill when Selecting database technologies or storage patterns Designing schemas, partitions, or replication strategies Planning migrations or re-architecting data layers Do not use this skill when You only need query tuning You need application-level feature design only You cannot modify the data model or infrastructure Instructions Capture data domain, access p...
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18277 umbraco-e2e-testing umbraco/umbraco-cms-backoffice-skills
Umbraco E2E Testing End-to-end testing for Umbraco backoffice extensions using Playwright and @umbraco/playwright-testhelpers . This approach tests against a real running Umbraco instance, validating complete user workflows. Critical: Use Testhelpers for Core Umbraco Use @umbraco/playwright-testhelpers for core Umbraco operations : Package Purpose Why Required @umbraco/playwright-testhelpers UI and API helpers Handles auth, navigation, core entity CRUD @umbraco/json-models-builders Test data bui...
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18278 localization-testing proffesor-for-testing/agentic-qe
<default_to_action> When testing multi-language/region support: - VERIFY translation coverage (all strings translated) - TEST locale-specific formats (date, time, currency, numbers) - VALIDATE RTL layout (Arabic, Hebrew) - CHECK character encoding (UTF-8, unicode) - CONFIRM cultural appropriateness (icons, colors, content) Quick i18n Checklist: - All user-facing strings externalized - No hardcoded text in code - Date/time/currency formatted per locale - RTL languages flip layout correc...
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18279 rust-tauri-backend xiaolai/vmark
Rust + Tauri Backend (VMark) Overview Apply VMark backend conventions for Tauri v2 and Rust code. Workflow Identify the command or menu integration needed in src-tauri/src . Use modern Rust formatting: format!("{variable}") . Keep changes scoped; avoid unrelated refactors. If UI interaction is required, wire through invoke() or emit() properly. Update relevant tests or docs when behavior changes. References references/paths.md for backend entry points.
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18280 nextjs-project-manager eddiebe147/claude-settings
Next.js Project Manager Skill Overview This skill helps you build production-ready Next.js 14+ applications using the App Router. Use this when working on routing, components, server actions, data fetching, or any Next.js-specific patterns. Core Principles 1. App Router First All routes in src/app/ directory Use page.tsx for routes, layout.tsx for shared layouts Server Components by default, Client Components when needed Route groups with (group) for organization 2. Server vs Client Components...
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18281 telegram glebis/claude-skills
📬 Telegram CLI Fast Telegram CLI for reading, searching, and sending messages. 🎯 When to Use Use this skill when the user: Asks to check Telegram messages or inbox Wants to search Telegram for a topic/keyword Wants to send a Telegram message or reply to one Asks about a Telegram group, contact, or chat Wants to see unread messages Needs to look up group members or admins Wants to mute/unmute a noisy chat or group Needs to kick/remove a user from a group Wants to export or sync chat history to fi...
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18282 bioskills gptomics/bioskills
bioSkills Installer Meta-skill that installs the full bioSkills collection (425 skills across 62 categories) for bioinformatics analysis. Installation Run the bundled install script to download and install all bioSkills: bash scripts/install-bioskills.sh Or install only specific categories: bash scripts/install-bioskills.sh --categories "single-cell,variant-calling,differential-expression" What Gets Installed Category Group Categories Skills Sequence & Alignment sequence-io, sequence-manipulatio...
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18283 using-superpowers zenobi-us/dotfiles
IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT. This is not negotiable. This is not optional. You cannot rationalize your way out of this. Instruction Priority Superpowers skills override default system prompt behavior, but user instructions always take precedence : User's explicit instructions (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority Superpowers skills — override default system behavior where they conflict Default system prompt — lowest p...
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18284 tax-strategy-optimizer onewave-ai/claude-skills
Tax Strategy Optimizer Pre-tax vs Roth analysis, charitable giving optimization, capital gains timing, deduction maximization. Not a substitute for CPA. Instructions You are an expert tax strategist. Provide tax optimization strategies with clear explanations. Always include CPA consultation disclaimer. Output Format Tax Strategy Optimizer Output Generated: {timestamp} --- Results [Your formatted output here] --- Recommendations [Actionable next steps] Best Practices Be Specific:...
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18285 startup-launch travisjneuman/.claude
No SKILL.md available for this skill. View on GitHub
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18286 ad copy writer eddiebe147/claude-settings
Ad Copy Writer Create scroll-stopping ad copy that captures attention and drives clicks across all major advertising platforms. This skill helps you master the unique constraints and best practices of Facebook, Google, LinkedIn, TikTok, and other paid media channels. Every platform has different character limits, audience expectations, and creative requirements. This skill provides platform-specific templates, proven formulas, and testing strategies that maximize your ad spend ROI. From awarenes...
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18287 guidance orchestra-research/ai-research-skills
Guidance: Constrained LLM Generation When to Use This Skill Use Guidance when you need to: Control LLM output syntax with regex or grammars Guarantee valid JSON/XML/code generation Reduce latency vs traditional prompting approaches Enforce structured formats (dates, emails, IDs, etc.) Build multi-step workflows with Pythonic control flow Prevent invalid outputs through grammatical constraints GitHub Stars: 18,000+ | From: Microsoft Research Installation Base installation pip install guidanc...
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18288 pentest-validation proffesor-for-testing/agentic-qe
Pentest Validation <default_to_action> When validating security findings: REQUIRE explicit authorization for target URL SCAN with qe-security-scanner (SAST + dependency + secrets) ANALYZE with qe-security-reviewer + qe-security-auditor (parallel) VALIDATE with qe-pentest-validator (graduated exploitation, parallel per vuln type) REPORT only confirmed findings with PoC evidence ("No Exploit, No Report") UPDATE exploit playbook with new patterns Quality Gates: Authorization confirmed before ANY ex...
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18289 pypi-doppler terrylica/cc-skills
This skill supports LOCAL machine publishing ONLY. FORBIDDEN ❌ Publishing from GitHub Actions ❌ Publishing from any CI/CD pipeline (GitHub Actions, GitLab CI, Jenkins, CircleCI) ❌ `publishCmd` in semantic-release configuration ❌ Building packages in CI (`uv build` in prepareCmd) ❌ Storing PyPI tokens in GitHub secrets REQUIRED ✅ Use `scripts/publish-to-pypi.sh` on local machine ✅ CI detection guards in publish script ✅ Manual approval before each release ✅ Doppler credential management (no...
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18290 langfuse-api langfuse/skills
Langfuse API Help users interact with Langfuse via the REST API. When to Use User wants to query or export traces User wants to manage prompts programmatically User wants to create/update datasets or dataset items User wants to fetch or create scores User wants to manage projects or API keys Any other Langfuse API interaction Workflow 1. Check Credentials Before making any API call, verify credentials are available: echo $LANGFUSE_PUBLIC_KEY pk-... echo $LANGFUSE_SECRET_KEY sk-... echo...
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18291 pdf davepoon/buildwithclaude
PDF Processing Guide Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Quick Start from pypdf import PdfReader , PdfWriter Read a PDF reader = PdfReader ( "document.pdf" ) print ( f"Pages: { len ( reader . pages ) } " ) Extract text text = "" for page in reader . pages : t...
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18292 implementation-verify drillan/speckit-gates
Verifies implementation against specifications after `/speckit.implement` completes. Purpose This skill automatically verifies that your implementation fulfills the specified requirements. It checks: - FR requirement fulfillment: How many FR-XXX requirements are addressed by completed tasks - Task completion rate: Percentage of tasks marked complete in tasks.md - Contract implementation: API endpoints implemented as specified (if contracts/ exists) - Test coverage alignment: Implementatio...
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18293 cloudkit-code-review existential-birds/beagle
CloudKit Code Review Quick Reference Issue Type Reference CKContainer, databases, zones, entitlements references/container-setup.md CKRecord, references, assets, batch operations references/records.md CKSubscription, push notifications, silent sync references/subscriptions.md CKShare, participants, permissions, acceptance references/sharing.md Review Checklist Account status checked before private/shared database operations Custom zones used (not default zone) for production data All CloudKit...
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18294 r2-glacier-migration pollinations/pollinations
R2 → AWS Glacier Deep Archive Migration Migrate ~42.6 TB from Cloudflare R2 to AWS S3 Glacier Deep Archive. Cost Savings R2 : ~$638/month → Glacier : ~$42/month Savings : ~$596/month Buckets Bucket Size Objects Status pollinations-text 16.96 TB 1.86B 🔄 In progress pollinations-images 25.64 TB 221M ⏳ Pending Quick Commands Check Status Is transfer running? ssh ninon "screen -ls" View recent logs ssh ninon "tail -50 ~/r2-glacier/transfer-text.log" Check checkpoint ssh ninon "cat /tmp/r2-glacier...
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18295 grpo-rl-training orchestra-research/ai-research-skills
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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18296 nsfc-roadmap huangwb8/chineseresearchlatex
NSFC 技术路线图生成器 重要声明（非官方） 本技能生成的技术路线图仅用于写作与展示优化，不代表任何官方评审口径或资助结论。 安全与隐私（硬规则） 默认将标书内容视为敏感信息：仅处理用户明确提供的文件/目录；不擅自扩展扫描范围。 输出中避免复述不必要的个人信息/单位信息；图中节点仅保留科研相关内容。 默认不联网获取外部数据；若用户明确要求联网补充素材，先提醒风险再执行。 输入 用户至少提供其一： proposal_path ：标书目录（包含 .tex / .md 等；推荐，AI 将自动读取立项依据与研究内容） proposal_file ：单个输入文件（仅在无法提供目录时使用；推荐优先提供 proposal_path ） spec_file ：结构化图规格文件（推荐，便于可控迭代） 可选： rounds ：评估-优化轮次（默认 5，单一真相来源见 config.yaml:evaluation.max_rounds ） output_dir ：输出目录（默认在当前工作目录下创建 roadmap_output/ ） renderer ：渲染后端（默认 drawio ；仅当用户主动提及 N...
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18297 file-organizer crazynomad/skills
File Organizer This skill acts as your personal organization assistant, helping you maintain a clean, logical file structure across your computer without the mental overhead of constant manual organization. When to Use This Skill Your Downloads folder is a chaotic mess You can't find files because they're scattered everywhere You have duplicate files taking up space Your folder structure doesn't make sense anymore You want to establish better organization habits You're starting a new project and...
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18298 b2c-content salesforcecommercecloud/b2c-developer-tooling
B2C Content Skill Use the b2c CLI to export and list Page Designer content from Salesforce B2C Commerce content libraries. Tip: If b2c is not installed globally, use npx @salesforce/b2c-cli instead (e.g., npx @salesforce/b2c-cli content export homepage ). Examples Export Pages export a single page from a shared library b2c content export homepage --library SharedLibrary export multiple pages b2c content export homepage about-us contact --library SharedLibrary export pages matching a regex pat...
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18299 langchain-orchestration manutej/luxor-claude-marketplace
LangChain Orchestration Skill Complete guide for building production-grade LLM applications with LangChain, covering chains, agents, memory, RAG patterns, and advanced orchestration techniques. Table of Contents Core Concepts Chains Agents Memory Systems RAG Patterns LLM Integrations Callbacks & Monitoring Retrieval Strategies Streaming Error Handling Production Best Practices Core Concepts LangChain Expression Language (LCEL) LCEL is the declarative way to compose chains in LangChain, enabli...
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18300 notion-automation aaaaqwq/claude-code-skills
Notion Automation Automate Notion databases and workflows with cross-platform integrations, templates, and intelligent triggers. Based on n8n's Notion workflow templates. Overview This skill covers: Database automation and triggers Template and page creation Cross-platform sync (Slack, Calendar, CRM) Content management workflows Team collaboration automation Core Workflows 1. Form → Notion Database workflow : "Form to Notion" trigger : typeform_submission OR google_form steps : 1. capture_data :...
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