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# Skill 仓库 描述 安装量
2851 aws-sdk-python-usage aws/agent-toolkit-for-aws
Do not use emojis in any code, comments, or output when this skill is active. AWS SDK for Python (boto3) boto3 is the high-level Python SDK for AWS. It wraps botocore (the low-level SDK) and provides two distinct interfaces: clients (low-level, 1:1 API mapping) and resources (high-level, object-oriented). Understanding which to use and when is essential. Client vs Resource Clients map directly to AWS service APIs. Every service has a client. Responses are plain dicts. Resources provide an object...
 5K
2852 nature-literature-pipeline yuan1z0825/nature-skills
Nature Literature Pipeline A complete, production-tested automated literature pipeline. Not just "search for papers" — it's a structured engine that scores, classifies, reads, delivers, and archives research papers daily. What It Does Show more Installs 786 Repository yuan1z0825/nature-skills GitHub Stars 29.5K First Seen Jun 30, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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2853 aws-sdk-js-v3-usage aws/agent-toolkit-for-aws
Do not use emojis in any code, comments, or output when this skill is active. AWS SDK for JavaScript v3 Package Structure @aws-sdk/client-* — one per service, generated by smithy-typescript ; one-to-one with AWS services and operations @aws-sdk/lib-* — higher-level helpers (e.g. lib-dynamodb , lib-storage ) @aws-sdk/* (no prefix) — utility packages (mostly internal; don't import deep paths) Always import from the package root: import { S3Client } from "@aws-sdk/client-s3" ; // correct // NOT: im...
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2854 researchwrite yuan1z0825/nature-skills
researchwrite — proposal-first 科研写作 pipeline 受 autonovel（状态机+打分）、professor（动态专家）、brainstorming（入口追问）、anti-AI-writing（语言清理）启发的科研写作状态机。 不是通用"帮我写论文"prompt。 核心原则 证据先于文字 — 起草前必须建立或读取 research_canon 和 evidence_table 论证先于章节 — 写正文前必须完成 argument_map 契约先于段落 — 每节需要 purpose / allowed claims / forbidden claims / inputs / validation 范围先于完备 — 如果是分阶段写作，先锁定阶段边界 动态专家，不设固定池 — 用 professor 按失败模式召唤对应专家 内容先于语言 — 诊断科学逻辑后再做 anti-slop / 语言打磨 不自动升级事实 — 永远不把 "may indicate" 改成 "proves"，除非有证据支撑 删除胜于解释 — 当某主张不可行，直接删除。正文干净，解释留...
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2855 implicit-cad earthtojake/text-to-cad
Implicit CAD Use this skill for implicit CAD models that should run directly in CAD Viewer as browser JS modules. The primary artifact is a .implicit.js or .implicit.mjs . This skill is experimental. ALWAYS prefer conventional STEP-first CAD workflows unless the user explicitly asks for an implicit model. File Format An implicit CAD file is an ES module exporting an implicit.js/0.1.0 object. The schema source of truth lives in the bundled package at scripts/packages/implicitjs/src/lib/implicitCa...
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2856 ai-social-media-content inferen-sh/skills
AI Social Media Content Create social media content for all platforms via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Generate a TikTok-style video infsh app run google/veo-3-1-fast --input '{ "prompt": "POV walking through a neon-lit Tokyo street at night, vertical format 9:16, cinematic" }' Platform Formats Platform Aspect Ratio Duration Resolution TikTok 9:16 vertical 15-60s 1080x1920 Instagram Reels 9:16 vertical 15-90s 1080x1920 Insta...
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2857 ai-automation-workflows inferen-sh/skills
AI Automation Workflows Build automated AI workflows via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Install instructions infsh login Simple automation: Generate daily image infsh app run falai/flux-dev --input '{ "prompt": "Inspirational quote background, minimalist design, date: ' " $( date +%Y-%m-%d ) "'" } ' Automation Patterns Pattern 1: Batch Processing Process multiple items with the same workflow. !/bin/bash batch_images.sh - Generate images for multiple prompts ...
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2858 extract tavily-ai/skills
Identify reusable patterns, components, and design tokens, then extract and consolidate them into the design system for systematic reuse. Discover Analyze the target area to identify extraction opportunities: Find the design system : Locate your design system, component library, or shared UI directory (grep for "design system", "ui", "components", etc.). Understand its structure: Component organization and naming conventions Design token structure (if any) Documentation patterns Import/export co...
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2859 indexion-documentation trkbt10/indexion-skills
indexion documentation — Documentation Analysis Assess documentation state and detect drift. This skill covers the evaluation side of the documentation lifecycle: what exists, what's missing, what's stale. For building READMEs, see indexion-readme . "What needs documentation?" Quick coverage overview — how much of the public API is documented? indexion plan documentation --style = coverage . Reports: Overall coverage percentage (documented / total pub items) Per-package breakdown with README pr...
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2860 indexion-sdd trkbt10/indexion-skills
indexion SDD (Spec-Driven Development) Bridge indexion's quantitative spec alignment tools with SDD agent workflows (cc-sdd, codex, etc.). Provides: RFC/document → SDD draft, spec↔impl drift detection, and a validation loop that feeds indexion's quantitative results into agent-driven qualitative review. When to Use User wants to implement an RFC or specification as a library/package User asks to verify spec-to-implementation conformance User wants to set up a SDD project with cc-sdd + codex + in...
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2861 indexion-refactor trkbt10/indexion-skills
indexion refactor — Codebase Refactoring Detect and eliminate duplication at three levels — textual, structural, and conceptual — using indexion's analysis commands, then verify SoT is enforced. When to Use After adding a new abstraction (type, module, API layer) After introducing a new file format or I/O boundary When a fix required touching 3+ files for the same reason When a "guard" or "skip" was added to work around a structural problem When opendir , ENOENT , or similar filesystem errors ap...
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2862 indexion-segment trkbt10/indexion-skills
indexion segment Split text into contextual segments using divergence-based, TF-IDF, or punctuation strategies. When to Use User needs to chunk text for RAG or embedding pipelines User wants to split a document into meaningful sections User asks to segment text for processing Preparing text for similarity analysis at sub-document level Usage Default window divergence strategy indexion segment < input-file > < output-dir > TF-IDF based segmentation indexion segment --strategy = tfidf < input-fi...
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2863 indexion-kgf trkbt10/indexion-skills
indexion kgf Inspect and debug KGF language specs by viewing tokens, parse events, and extracted edges. When to Use User wants to debug how indexion processes a specific file User is developing or modifying a KGF spec User asks "how does indexion parse this file?" Verifying that tokenization/parsing works correctly for a language Debugging grep patterns : when a grep pattern doesn't match, use kgf tokens to see the actual token kinds Subcommands indexion kgf list — List Installed Specs Show more
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2864 indexion-wiki trkbt10/indexion-skills
indexion wiki indexion's wiki system maintains a knowledge base at .indexion/wiki/ as a collection of Markdown files governed by a wiki.json manifest. A wiki page is not just a .md file A wiki page consists of four synchronized artifacts : Artifact File Updated by Page content <id>.md wiki pages add , wiki pages update Manifest entry wiki.json wiki pages add , wiki pages update Search index vectors.db , search-sections.json , tfidf-vocabulary.json wiki pages update , wiki index build --full Audi...
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2865 indexion-agent-orient trkbt10/indexion-skills
Agent Orientation Workflow Use this skill before starting implementation in an unfamiliar or ambiguous part of a codebase. Why Coding agents often anchor on the path or noun in the user prompt and start editing before they have learned the repository's ownership structure. indexion agent orient builds an incremental orientation map across the selected codebase, then renders a short, evidence-backed brief that can be pasted into AGENTS.md, CLAUDE.md, a Claude slash command, a Codex skill, or a su...
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2866 indexion-identity trkbt10/indexion-skills
Identity Audit Workflow Use this skill when checking whether function, file, or folder names still match their contents. The CLI scans files, folders, and graph-level declaration symbols. It does not treat every local variable, parameter, or field as an independent naming target; those can still influence the containing file summary. File names are evaluated with parent scope, and declaration-heavy files should normally be read as evidence-thin until follow-up inspection proves an actual rename ...
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2867 serp-analysis aaron-he-zhu/seo-geo-claude-skills
SERP Analysis This skill analyzes Search Engine Results Pages to reveal what's working for ranking content, which SERP features appear, and what triggers AI-generated answers. Understand the battlefield before creating content. When to Use This Skill Before creating content for a target keyword Understanding why certain pages rank 1 Identifying SERP feature opportunities (featured snippets, PAA) Analyzing AI Overview/SGE patterns Evaluating keyword difficulty more accurately Planning content f...
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2868 memory-management aaron-he-zhu/seo-geo-claude-skills
Memory Management Memory makes Claude your workplace collaborator - someone who speaks your internal language. The Goal Transform shorthand into understanding: User: "ask todd to do the PSR for oracle" ↓ Claude decodes "Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report for the Oracle Systems deal ($2.3M, closing Q2)" Without memory, that request is meaningless. With memory, Claude knows: todd → Todd Martinez, Finance lead, prefers Slack PSR → Pipeline Status Report (weekly s...
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2869 git-workflow affaan-m/everything-claude-code
Git Workflow When to use this skill Creating meaningful commit messages Managing branches Merging code Resolving conflicts Collaborating with team Git best practices Instructions Step 1: Branch management Create feature branch : Create and switch to new branch git checkout -b feature/feature-name Or create from specific commit git checkout -b feature/feature-name < commit-hash > Naming conventions : feature/description : New features bugfix/description : Bug fixes hotfix/description : Urgent f...
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2870 skill-comply affaan-m/everything-claude-code
skill-comply: Automated Compliance Measurement Measures whether coding agents actually follow skills, rules, or agent definitions by: Auto-generating expected behavioral sequences (specs) from any .md file Auto-generating scenarios with decreasing prompt strictness (supportive → neutral → competing) Running claude -p and capturing tool call traces via stream-json Classifying tool calls against spec steps using LLM (not regex) Checking temporal ordering deterministically Generating self-contained...
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2871 click-path-audit affaan-m/everything-claude-code
/click-path-audit — Behavioural Flow Audit Find bugs that static code reading misses: state interaction side effects, race conditions between sequential calls, and handlers that silently undo each other. The Problem This Solves Traditional debugging checks: Does the function exist? (missing wiring) Does it crash? (runtime errors) Does it return the right type? (data flow) But it does NOT check: Does the final UI state match what the button label promises? Does function B silently undo what funct...
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2872 capability-evolver evomap/evolver
Evolver "Evolution is not optional. Adapt or die." Evolver is a self-evolution engine for AI agents. It analyzes runtime history, identifies failures and inefficiencies, and autonomously writes improvements. Architecture: Proxy Mailbox Evolver communicates with EvoMap Hub exclusively through a local Proxy . The agent never calls Hub APIs directly. Agent --> Proxy (localhost HTTP) --> EvoMap Hub | Local Mailbox (JSONL) The Proxy handles: node registration, heartbeat, authentication, message sync,...
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2873 search-strategy anthropics/knowledge-work-plugins
Search Strategy If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . The core intelligence behind enterprise search. Transforms a single natural language question into parallel, source-specific searches and produces ranked, deduplicated results. The Goal Turn this: "What did we decide about the API migration timeline?" Into targeted searches across every connected source: ~~chat: "API migration timeline decision" (semantic) + "API migration" in:engi...
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2874 cv-builder claude-office-skills/skills
CV Builder Skill Overview This skill enables creation of professional CVs/resumes from structured YAML using rendercv . Define your experience once, generate beautiful PDFs in multiple themes. How to Use Provide your CV information (experience, education, skills) Choose a template/theme I'll generate YAML and render to PDF Example prompts: "Create a CV from my experience" "Generate a resume in the classic theme" "Update my CV with new job experience" "Build a technical resume highlighting projec...
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2875 latex-paper-en bahayonghang/academic-writing-skills
LaTeX Academic Paper Assistant (English) Critical Rules NEVER modify \cite{}, \ref{}, \label{}, math environments NEVER fabricate bibliography entries NEVER change domain terminology without confirmation ALWAYS output suggestions in diff-comment format first Unified Output Protocol (All Modules) Each suggestion MUST include fixed fields: Severity: Critical / Major / Minor Priority: P0 (blocking) / P1 (important) / P2 (nice-to-have) Default comment template (diff-comment style): % <MODULE> (L...
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2876 java-architect jeffallan/claude-skills
Java Architect Senior Java architect with deep expertise in enterprise-grade Spring Boot applications, microservices architecture, and cloud-native development. Role Definition You are a senior Java architect with 15+ years of enterprise Java experience. You specialize in Spring Boot 3.x, Java 21 LTS, reactive programming with Project Reactor, and building scalable microservices. You apply Clean Architecture, SOLID principles, and production-ready patterns. When to Use This Skill Building Sp...
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2877 k-skill-setup nomadamas/k-skill
k-skill Setup Purpose 전체 k-skill 설치가 끝난 뒤, 공통 후속 작업을 처리한다. credential 확보 (에이전트 vault 또는 기본 secrets.env) 런타임 환경변수 확인 선택 사항: 주기적인 업데이트 확인 자동화 선택 사항: GitHub star 여부 확인 및 동의 시 실행 이 스킬의 기본 정책: 시크릿이 없으면 필요한 값 이름을 사용자에게 정확히 알려준다 credential resolution order에 따라 확보한다 필요한 패키지가 없으면 대체 구현을 찾기보다 전역 설치를 먼저 시도한다 cron , launchd , schtasks , gh 같은 지속성/외부 상태 변경은 자동으로 하지 말고 먼저 사용자 동의를 받는다 GitHub star는 사용자가 명시적으로 동의했을 때만 실행한다 Credential resolution order 모든 credential-bearing 스킬은 아래 우선순위를 따른다. 이미 환경변수에 있으면 그대로 사용한다....
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2878 refactor-module hashicorp/agent-skills
Skill: Refactor Module Overview This skill guides AI agents in transforming monolithic Terraform configurations into reusable, maintainable modules following HashiCorp's module design principles and community best practices. Capability Statement The agent will analyze existing Terraform code and systematically refactor it into well-structured modules with: Clear interface contracts (variables and outputs) Proper encapsulation and abstraction Versioning and documentation Testing frameworks Mi...
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2879 chat-sdk vercel/chat
Chat SDK Unified TypeScript SDK for building chat bots across Slack, Teams, Google Chat, Discord, GitHub, and Linear. Write bot logic once, deploy everywhere. Critical: Read the bundled docs The chat package ships with full documentation in node_modules/chat/docs/ and TypeScript source types. Always read these before writing code: node_modules/chat/docs/ Full documentation (MDX files) node_modules/chat/dist/ Built types (.d.ts files) Key docs to read based on task: docs/get...
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2880 deploy-checklist anthropics/knowledge-work-plugins
/deploy-checklist If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Generate a pre-deployment checklist to verify readiness before shipping. Usage /deploy-checklist $ARGUMENTS Output Deploy Checklist: [Service/Release] Date: [Date] | Deployer: [Name] Pre-Deploy - [ ] All tests passing in CI - [ ] Code reviewed and approved - [ ] No known critical bugs in release - [ ] Database migrations tested (if applicable) - [ ] Feature flags configured ...
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2881 asc-whats-new-writer rorkai/app-store-connect-cli-skills
asc What's New Writer Generate engaging, localized release notes from flexible input. Optionally pair with promotional text updates. Preconditions Metadata pulled locally into canonical files via asc metadata pull --app "APP_ID" --version "1.2.3" --dir "./metadata" . OR: user provides keywords manually. Auth configured for upload ( asc auth login or ASC_* env vars). The primary locale is en-US unless the user specifies otherwise. Before You Start Read references/release_notes_guidelines.md for t...
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2882 jobs-to-be-done wondelai/skills
Jobs to Be Done Framework Framework for discovering innovation based on a fundamental truth: customers don't buy products - they "hire" them to do a specific job in their lives. Core Principle Job to Be Done = the progress a customer wants to make in specific circumstances. Key elements of the definition: Progress (not goal, not solution) - customer wants to move from current state to a better one Circumstances - context determines the job, not customer attributes (demographics are useless) Hiri...
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2883 node mcollina/skills
When to use Use this skill whenever you are dealing with Node.js code to obtain domain-specific knowledge for building robust, performant, and maintainable Node.js applications. TypeScript with Type Stripping When writing TypeScript for Node.js, use type stripping (Node.js 22.6+) instead of build tools like ts-node or tsx. Type stripping runs TypeScript directly by removing type annotations at runtime without transpilation. Key requirements for type stripping compatibility: Use import type for t...
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2884 agents-md getsentry/skills
Maintaining AGENTS.md AGENTS.md is the canonical agent-facing documentation. Keep it minimal—agents are capable and don't need hand-holding. File Setup Create AGENTS.md at project root Create symlink: ln -s AGENTS.md CLAUDE.md Before Writing Discover local skills to reference: find .claude/skills -name "SKILL.md" 2>/dev/null ls plugins/*/skills/*/SKILL.md 2>/dev/null Read each skill's frontmatter to understand when to reference it. Writing Rules Headers + bullets - No paragraphs Code bloc...
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2885 cmux-workspace manaflow-ai/cmux
cmux Workspace Use this skill when a task should be scoped to the cmux workspace that invoked the agent. A workspace is the sidebar tab-like unit in cmux. It contains split panes, and each pane contains one or more surfaces. A surface is the terminal or browser session the user interacts with. Default Rule Scope actions to the current caller workspace unless the user explicitly asks for another workspace, another window, or global state. Do not assume the visually focused cmux workspace is the r...
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2886 grill-me vinvcn/mattpocock-skills-zh-cn
Interview me relentlessly about every aspect of this plan until we reach a shared understanding. Walk down each branch of the design tree, resolving dependencies between decisions one-by-one. If a question can be answered by exploring the codebase, explore the codebase instead.
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2887 literature-review affaan-m/ecc
Literature Review Use this skill when the task is to find, screen, synthesize, and cite a body of academic or technical literature. When to Use Building a systematic, scoping, or narrative literature review. Synthesizing the state of the art for a research question. Finding gaps, contradictions, or future-work directions. Preparing citation-backed background sections for papers or reports. Comparing evidence across peer-reviewed papers, preprints, patents, and technical reports. Review Types Sho...
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2888 adhd uditakhourii/adhd
ADHD Stop picking the textbook answer. The first three answers the model would give are the answers a senior engineer would give in thirty seconds. Correct. Forgettable. The interesting answers live past number three, in the awkward middle nobody walks into. This skill makes the model walk there. Pre-flight (run before Phase 1) This skill is expensive. About 10 Agent calls, 30 to 90 seconds wall clock, 5 to 10x a single answer. Do not pay that cost when a direct answer is better. Run this gate b...
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2889 nature-ref-verifier yuan1z0825/nature-skills
nature-ref-verifier — 学术参考文献多源验证技能 触发词 verify references 、 校验文献 、 check references 、 核对参考文献 、 文献验证 、 ref check 适用场景 开题报告/论文提交前，对全部参考文献做最终核查 收到审稿意见指出引用错误时，精准定位问题 从旧项目迁移参考文献到新论文时，批量验证有效性 Zotero 库定期健康检查 工作流 Step 1: 解析输入 支持三种输入格式： Show more Installs 833 Repository yuan1z0825/nature-skills GitHub Stars 29.9K First Seen 14 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
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2890 show-me humanlayer/skills
Help the user understand the current topic of conversation visually. Skip the preamble and keep prose brief. Pick the smallest view that makes the key point clear. Show logic or an algorithm as pseudocode: on(save) if content is unchanged return cached result write new content return fresh result Show runtime control flow as a call tree: Show more Installs 825 Repository humanlayer/skills GitHub Stars 125 First Seen 3 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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2891 dxf earthtojake/text-to-cad
DXF generation and validation Provenance: maintained in earthtojake/text-to-cad . Use the installed local skill files as the runtime source of truth; the repository link is only for provenance and release review. Purpose Create or modify 2D DXF drawings from natural-language requirements or from CAD geometry, generate validated .dxf artifacts, and return checked outputs. DXF sources are Python files defining gen_dxf() returning an ezdxf document; the CLI owns output paths. Two source shapes are ...
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2892 aws-messaging-and-streaming aws/agent-toolkit-for-aws
AWS Messaging & Streaming Services When answering AWS messaging and streaming questions, verify specific numbers, versions, limits, and behavioral details from service-specific skills or official AWS documentation. When uncertain, search skills or docs rather than guessing. Fabricated configuration options or incorrect version numbers are worse than admitting uncertainty. When a question asks about recommended configurations (CloudWatch alarm settings, thresholds, missing data treatment), search...
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2893 nature-experiment-log yuan1z0825/nature-skills
experiment-log — 实验日志标准化 触发条件 用户通过以下任一方式提交实验原始材料时自动加载： 路径 A — CLI 直接提交（图片 / 语音转录 / 文字） 路径 B — 发到飞书科研群，通过 feishu-cli-integration 扫描 前置依赖 需要配合 feishu-cli-integration skill 使用。确保： 飞书 bot 已添加到目标群 bot 权限： im:message + im:resource + im:message.group_msg 群 ID 配置在 skill 上下文中 处理流程 Show more Installs 754 Repository yuan1z0825/nature-skills GitHub Stars 29.6K First Seen Jul 2, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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2894 performance-reporter aaron-he-zhu/seo-geo-claude-skills
This skill creates comprehensive SEO and GEO performance reports that combine multiple metrics into actionable insights. It produces executive summaries, detailed analyses, and visual data presentations for stakeholder communication. When to Use This Skill - Monthly/quarterly SEO reporting - Executive stakeholder updates - Client reporting for agencies - Tracking campaign performance - Combining multiple SEO metrics - Creating GEO visibility reports - Documenting ROI from SEO efforts ...
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2895 content-refresher aaron-he-zhu/seo-geo-claude-skills
Content Refresher This skill helps identify and revitalize outdated content to reclaim lost rankings and traffic. It analyzes content freshness, identifies update opportunities, and guides the refresh process for maximum SEO and GEO impact. When to Use This Skill Content has lost rankings or traffic over time Statistics and information are outdated Competitors have published better content Content needs updating for a new year Industry changes require content updates Adding new sections to exi...
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2896 santa-method affaan-m/everything-claude-code
Santa Method Multi-agent adversarial verification framework. Make a list, check it twice. If it's naughty, fix it until it's nice. The core insight: a single agent reviewing its own output shares the same biases, knowledge gaps, and systematic errors that produced the output. Two independent reviewers with no shared context break this failure mode. When to Activate Invoke this skill when: Output will be published, deployed, or consumed by end users Compliance, regulatory, or brand constraints mu...
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2897 nestjs-patterns affaan-m/everything-claude-code
NestJS Development Patterns Production-grade NestJS patterns for modular TypeScript backends. When to Activate Building NestJS APIs or services Structuring modules, controllers, and providers Adding DTO validation, guards, interceptors, or exception filters Configuring environment-aware settings and database integrations Testing NestJS units or HTTP endpoints Project Structure Show more Installs 1.6K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Agent Tr...
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2898 laravel-verification affaan-m/everything-claude-code
Laravel Verification Loop Run before PRs, after major changes, and pre-deploy. When to Use Before opening a pull request for a Laravel project After major refactors or dependency upgrades Pre-deployment verification for staging or production Running full lint -> test -> security -> deploy readiness pipeline How It Works Run phases sequentially from environment checks through deployment readiness so each layer builds on the last. Environment and Composer checks gate everything else; stop immediat...
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2899 proposal-writer claude-office-skills/skills
Proposal Writer Overview This skill helps you create professional, persuasive business proposals that clearly communicate value and win deals. From simple quotes to comprehensive RFP responses. Use Cases: Sales proposals and quotes Project proposals Partnership proposals RFP/RFI responses Grant applications Service agreements How to Use Tell me about the opportunity (client, project, requirements) Share your solution and pricing Specify the proposal type and length needed I'll create a structure...
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2900 ljg-present lijigang/ljg-skills
ljg-present: 高桥流演讲铸造 把文本削成节拍，把 PPT 降为节拍器，把舞台还给讲的人。 这不是什么 不是做 PPT——高桥流反 PPT 不是摘要——摘要是缩写，高桥流是 节拍 不是提纲——提纲讲究流畅，高桥流讲究 跳跃 不是装饰秀——一张图都不放，一个图标都不放 这是什么 高桥流的源头：2001 年日本 Ruby 程序员高桥征义，在没有专业演示工具的场合，用 HTML 写了几页超大字体的幻灯片。意外走红，成了一种流派。 三条铁律，去掉任何一条都不是高桥流： 一页一个思想单元 ——不是一页一段话，是一页一个"此刻该敲响的那个词" 字大到撑满屏幕 ——视觉上屏幕只剩这几个字，没有留白作为"呼吸"，字本身就是呼吸 无图、无表、无装饰 ——演讲者是主角，PPT 是节拍器。节拍器不需要花样 核心哲学 PPT 是节拍器，不是信息载体。 传统 PPT：信息密集，观众读屏幕，演讲者念 PPT。 高桥流：信息稀疏，观众听演讲，PPT 打点。 这意味着 提炼的每一页不是"缩写"，是演讲者口述中"此刻听众脑中该闪过的那个词" 。 提炼规则 提炼 ≠ 摘要 摘要（错） 提炼（对） 500 字压成...
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