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# Skill 仓库 描述 安装量
6601 brand-guidelines billevansonline/brand-guidelines
Anthropic Brand Styling Overview To access Anthropic's official brand identity and style resources, use this skill. Keywords : branding, corporate identity, visual identity, post-processing, styling, brand colors, typography, Anthropic brand, visual formatting, visual design Brand Guidelines Colors Main Colors: Dark: 141413 - Primary text and dark backgrounds Light: faf9f5 - Light backgrounds and text on dark Mid Gray: b0aea5 - Secondary elements Light Gray: e8e6dc - Subtle backgrounds Accent Co...
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6602 grepai-search-tips yoanbernabeu/grepai-skills
This skill provides tips and best practices for writing effective semantic search queries. When to Use This Skill - Improving search result quality - Learning semantic search techniques - Understanding how to phrase queries - Troubleshooting poor search results Semantic Search Mindset Think differently from text search: | Search for exact text | Search for meaning/intent | "getUserById" | "retrieve user from database by ID" | Literal match | Conceptual match Query Writing Pri...
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6603 grepai-trace-graph yoanbernabeu/grepai-skills
This skill covers using `grepai trace graph` to build complete call graphs showing all dependencies recursively. When to Use This Skill - Mapping complete function dependencies - Understanding complex code flows - Impact analysis for major refactoring - Visualizing application architecture What is Trace Graph? `grepai trace graph` builds a recursive dependency tree: ``` main ├── initialize │ ├── loadConfig │ │ └── parseYAML │ └── connectDB │ ├── createPool │ └── pin...
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6604 openapi-specification-v3.2 hairyf/skills
Agent-oriented reference for the OpenAPI Specification 3.2.0. Use when editing, generating, or validating OpenAPI descriptions (OAD). When to Use - Authoring or updating OpenAPI 3.2 YAML/JSON documents - Resolving `$ref`, `$self`, and relative URIs in multi-document OADs - Describing paths, operations, parameters (query/path/header/cookie/querystring), request body, and responses - Using Schema Objects (JSON Schema Draft 2020-12 dialect), components, and references - Configuring security ...
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6605 pr-validate boshu2/agentops
PR Validate Skill PR-specific validation that ensures changes are clean, focused, and ready. Overview Validates a PR branch for submission readiness by checking isolation, upstream alignment, scope containment, and quality gates. Input : Branch name (default: current branch) When to Use : Before running $pr-prep After $pr-implement completes When suspicious of scope creep Workflow 1. Branch Discovery -> Identify branch and upstream 2. Upstream Alignment -> FIRST: Check rebase status (BLO...
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6606 observability-edot-python-instrument elastic/agent-skills
EDOT Python Instrumentation Read the setup guide before making changes: EDOT Python setup EDOT Python configuration OpenTelemetry Python auto-instrumentation Guidelines Install elastic-opentelemetry via pip (add to requirements.txt or equivalent) Run edot-bootstrap --action=install during image build to install auto-instrumentation packages for detected libraries Wrap the application entrypoint with opentelemetry-instrument — e.g. opentelemetry-instrument gunicorn app:app or opentelemetry-instru...
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6607 fsi-strip-profile anthropics/financial-services-plugins
Workflow 1. Clarify Requirements Ask the user : Single-slide or multi-slide (3-4 slides)? Ask the user : Any specific focus areas or topics to emphasize? Only after user confirms , proceed to research 2. Research & Planning Data Sources: Primary : Company filings (BamSEC, SEC EDGAR - "Item 1. Business", MD&A), investor presentations, corporate website Market data : Bloomberg, FactSet, CapIQ (price, shares, market cap, net debt, EV, ownership) Estimates : FactSet/CapIQ consensus for NTM revenue, ...
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6608 cc-gateway-ai-proxy aradotso/trending-skills
CC Gateway — AI API Identity Gateway Skill by ara.so — Daily 2026 Skills collection. CC Gateway is a TypeScript reverse proxy that sits between Claude Code clients and the Anthropic API. It normalizes 40+ device fingerprint dimensions (device ID, email, environment, RAM, headers, and system prompt content) to a single canonical identity, manages OAuth token refresh centrally, and prevents telemetry leakage from multi-machine setups. Architecture Overview Client (Claude Code + env vars + Clash) └...
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6609 translate-book deusyu/translate-book
Book Translation Skill You are a book translation assistant. You translate entire books from one language to another by orchestrating a multi-step pipeline. Workflow 1. Collect Parameters Determine the following from the user's message: file_path : Path to the input file (PDF, DOCX, or EPUB) — REQUIRED target_lang : Target language code (default: zh ) — e.g. zh, en, ja, ko, fr, de, es concurrency : Number of parallel sub-agents per batch (default: 8 ) custom_instructions : Any additional transla...
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6610 schema-exploration langchain-ai/deepagents
Schema Exploration Skill When to Use This Skill Use this skill when you need to: Understand the database structure Find which tables contain certain types of data Discover column names and data types Map relationships between tables Answer questions like "What tables are available?" or "What columns does the Customer table have?" Workflow 1. List All Tables Use sql_db_list_tables tool to see all available tables in the database. This returns the complete list of tables you can query. 2. Get...
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6611 statistical-analysis davila7/claude-code-templates
Statistical Analysis Skill Descriptive statistics, trend analysis, outlier detection, hypothesis testing, and guidance on when to be cautious about statistical claims. Descriptive Statistics Methodology Central Tendency Choose the right measure of center based on the data: Situation Use Why Symmetric distribution, no outliers Mean Most efficient estimator Skewed distribution Median Robust to outliers Categorical or ordinal data Mode Only option for non-numeric Highly skewed with outliers (e.g., ...
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6612 query-writing langchain-ai/deepagents
Query Writing Skill When to Use This Skill Use this skill when you need to answer a question by writing and executing a SQL query. Workflow for Simple Queries For straightforward questions about a single table: Identify the table - Which table has the data? Get the schema - Use sql_db_schema to see columns Write the query - SELECT relevant columns with WHERE/LIMIT/ORDER BY Execute - Run with sql_db_query Format answer - Present results clearly Workflow for Complex Queries For questions requ...
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6613 ui-design-system alirezarezvani/claude-skills
UI/UX Design & Development Expert Comprehensive UI/UX design, review, and improvement for modern web applications. Production-ready implementations with TailwindCSS + Radix UI + shadcn/ui and modern React patterns. Stack Architecture The Three Pillars Layer 1: TailwindCSS (Styling Foundation) Utility-first CSS framework with build-time generation Zero runtime overhead, minimal production bundles Design tokens: colors, spacing, typography, breakpoints Responsive utilities and dark mode support La...
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6614 pr-plan boshu2/agentops
PR Plan Skill Strategic planning for open source contributions. Overview Create a contribution plan that bridges research and implementation. Takes $pr-research output and produces an actionable plan. Output: .agents/plans/YYYY-MM-DD-pr-plan-{repo-slug}.md When to Use : After completing $pr-research Planning contribution strategy Before starting implementation When NOT to Use : Haven't researched the repo yet Trivial contributions (fix typos) Internal project planning (use $plan ) Workflow 0. I...
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6615 funding-digest anthropics/financial-services-plugins
AI DISCLAIMER (MANDATORY): You MUST include the following disclaimer text in the powerpoint footer. This is not optional — the report is incomplete without it: "Analysis is AI-generated — please confirm all outputs" Footer — At the bottom of the generated slide, as a prominent yellow banner: "Analysis is AI-generated — please confirm all outputs" Weekly Deal Flow Digest Generate an analyst-quality single-slide PowerPoint that summarizes key takeaways from recent funding rounds across watched sec...
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6616 implement hyperb1iss/hyperskills
Implement Skill Quick Ref: Execute single issue end-to-end. Output: code changes + commit + closed issue. YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it. Execute a single issue from start to finish. CLI dependencies: bd (issue tracking), ao (ratchet gates). Both optional — see skills/shared/SKILL.md for fallback table. If bd is unavailable, use the issue description directly and track progress via TaskList instead of beads. Execution Steps Given /implement <issue-id-or-description> : St...
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6617 ads-audit agricidaniel/claude-ads
Full Multi-Platform Ads Audit Process Collect account data — request exports, screenshots, or API access Detect business type — analyze account signals per ads orchestrator Identify active platforms — determine which platforms are in use Delegate to subagents (if available, otherwise run inline sequentially): audit-google — Conversion tracking, wasted spend, structure, keywords, ads, settings (G01-G74) audit-meta — Pixel/CAPI health, creative fatigue, structure, audience (M01-M46) audit-creative...
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6618 dex dcramer/dex
Agent Coordination with dex Command Invocation Use dex directly for all commands. If not on PATH, use npx @zeeg/dex instead. command -v dex &>/dev/null && echo "use: dex" || echo "use: npx @zeeg/dex" Core Principle: Tickets, Not Todos Dex tasks are tickets - structured artifacts with comprehensive context: Name: One-line summary (issue title) Description: Full background, requirements, approach (issue body) Result: Implementation details, decisions, outcomes (PR description) Think: "Would ...
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6619 backend-development skillcreatorai/ai-agent-skills
Backend Development Skill Production-ready backend development with modern technologies, best practices, and proven patterns. When to Use Designing RESTful, GraphQL, or gRPC APIs Building authentication/authorization systems Optimizing database queries and schemas Implementing caching and performance optimization OWASP Top 10 security mitigation Designing scalable microservices Testing strategies (unit, integration, E2E) CI/CD pipelines and deployment Monitoring and debugging production system...
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6620 senior-data-engineer alirezarezvani/claude-skills
Senior Data Engineer World-class senior data engineer skill for production-grade AI/ML/Data systems. Quick Start Main Capabilities Core Tool 1 python scripts/pipeline_orchestrator.py --input data/ --output results/ Core Tool 2 python scripts/data_quality_validator.py --target project/ --analyze Core Tool 3 python scripts/etl_performance_optimizer.py --config config.yaml --deploy Core Expertise This skill covers world-class capabilities in: Advanced production patterns and architectur...
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6621 pr-implement boshu2/agentops
PR Implement Skill Fork-based implementation for open source contributions with mandatory isolation check. Overview Execute a contribution plan with fork isolation. Ensures PRs are clean and focused by running isolation checks before and during implementation. Input : Plan artifact from $pr-plan or repo URL When to Use : Implementing a planned OSS contribution Need isolation enforcement for clean PRs After completing $pr-plan When NOT to Use : Internal project work (use $implement ) Haven't plan...
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6622 phaser opusgamelabs/game-creator
Phaser 3 Game Development You are an expert Phaser game developer building games with the game-creator plugin. Follow these patterns to produce well-structured, visually polished, and maintainable 2D browser games. Core Principles Core loop first — Implement the minimum gameplay loop before any polish: boot → preload → create → update. Add the win/lose condition and scoring before visuals, audio, or juice. Keep initial scope small: 1 scene, 1 mechanic, 1 fail condition. Wire spectacle EventBus h...
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6623 career-ops-job-search aradotso/trending-skills
Career-Ops Job Search Pipeline Skill by ara.so — Daily 2026 Skills collection. Career-Ops turns Claude Code into a full job search command center. It evaluates offers with A-F scoring, generates ATS-optimized PDFs, scans 45+ company portals, and tracks everything in a single source of truth — all powered by Claude AI agents. Installation 1. Clone the repo git clone https://github.com/santifer/career-ops.git cd career-ops 2. Install Node dependencies (for PDF generation via Playwright) npm inst...
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6624 ui-toolkit/web anthropics/knowledge-work-plugins
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6625 cloud-create-project elastic/agent-skills
Create Serverless Project Create Elastic Cloud Serverless projects using the Serverless REST API. Use the cloud-manage-project skill for day-2 operations like listing, updating, or deleting projects. Prerequisites and permissions Ensure EC_API_KEY is configured. If not, run cloud-setup skill first. Creating projects requires a Cloud API key with Admin or Organization owner role. This skill does not perform a separate role pre-check. Attempt the requested operation and let the API enforce authori...
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6626 observability-edot-java-instrument elastic/agent-skills
EDOT Java Instrumentation Read the setup guide before making changes: EDOT Java setup OpenTelemetry Java agent EDOT Java configuration Guidelines Use elastic-otel-javaagent.jar (download from GitHub releases, not a Maven/Gradle dependency) Attach via -javaagent:/path/to/elastic-otel-javaagent.jar or JAVA_TOOL_OPTIONS="-javaagent:/path/to/elastic-otel-javaagent.jar" — without this the agent does nothing Set exactly three required environment variables: OTEL_SERVICE_NAME OTEL_EXPORTER_OTLP_ENDPOIN...
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6627 pretext-text-measurement aradotso/trending-skills
Pretext Text Measurement & Layout Skill by ara.so — Daily 2026 Skills collection. Pretext is a pure JavaScript/TypeScript library for fast, accurate, DOM-free multiline text measurement and layout. It avoids getBoundingClientRect and offsetHeight (which trigger expensive layout reflows) by implementing its own measurement logic using the browser's font engine as ground truth. Installation npm install @chenglou/pretext Core Concepts prepare() / prepareWithSegments() — one-time analysis: normalize...
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6628 mapbox-google-maps-migration mapbox/mapbox-agent-skills
Mapbox Google Maps Migration Skill Comprehensive guidance for migrating from Google Maps Platform to Mapbox GL JS. Provides API equivalents, pattern translations, and strategies for successful migration. Core Philosophy Differences Google Maps: Imperative & Object-Oriented Create objects (Marker, Polygon, etc.) Add to map with .setMap(map) Update properties with setters Heavy reliance on object instances Mapbox GL JS: Declarative & Data-Driven Add data sources Define layers (visual representatio...
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6629 mobile-first-design aj-geddes/useful-ai-prompts
Mobile-first design prioritizes small screens as the starting point, ensuring core functionality works on all devices while leveraging larger screens for enhanced experience. When to Use - Web application design - Responsive website creation - Feature prioritization - Performance optimization - Progressive enhancement - Cross-device experience design Instructions 1. Mobile-First Principles ``` Mobile-First Approach: Step 1: Design for Mobile (320px - 480px) - Constrained space fo...
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6630 binary-protection-bypass yaklang/hack-skills
SKILL: Binary Protection Bypass — Expert Attack Playbook AI LOAD INSTRUCTION : Expert binary protection identification and bypass techniques. Covers ASLR, PIE, NX, RELRO, canary, FORTIFY_SOURCE, stack clash, CET shadow stack, and ARM MTE. Each protection is paired with its bypass methods and required primitives. Distilled from ctf-wiki mitigation sections and real-world exploitation. Base models often confuse which protections block which attacks and miss the combinatorial effect of multiple pro...
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6631 copilot-history-ingest ar9av/obsidian-wiki
Copilot History Ingest — Conversation Mining You are extracting knowledge from the user's past GitHub Copilot CLI conversations and distilling it into the Obsidian wiki. Conversations are rich but messy — your job is to find the signal and compile it. This skill can be invoked directly or via the wiki-history-ingest router ( /wiki-history-ingest copilot ). Before You Start Resolve config — follow the Config Resolution Protocol in llm-wiki/SKILL.md (walk up CWD for .env → ~/.obsidian-wiki/config ...
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6632 frontend-design-direction affaan-m/everything-claude-code
Frontend Design Direction Use this skill when the work is not just making UI function, but making it feel purposeful, polished, and appropriate to the product domain. Source: salvaged from stale community PR 1659 by linus707 . Note: ECC intentionally does not rebundle the canonical Anthropic frontend-design skill. Install that from anthropics/skills when you want the official upstream skill. This skill is the ECC-specific design-direction salvage of the useful local guidance from 1659. When to U...
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6633 provenance boshu2/agentops
Provenance Skill Trace knowledge artifact lineage to sources. Execution Steps Given /provenance <artifact> : Step 1: Read the Artifact Tool: Read Parameters: file_path: <artifact-path> Look for provenance metadata: Source references Session IDs Dates Related artifacts Step 2: Trace Source Chain Check for source metadata in the file grep -i "source\|session\|from\|extracted" < artifact-path > Search for related transcripts using ao ao search "<artifact-name>" 2 > /dev/null Step 3: Search Sessio...
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6634 product-manager-toolkit alirezarezvani/claude-skills
Product Manager Toolkit Essential tools and frameworks for modern product management, from discovery to delivery. Quick Start For Feature Prioritization python scripts/rice_prioritizer.py sample Create sample CSV python scripts/rice_prioritizer.py sample_features.csv --capacity 15 For Interview Analysis python scripts/customer_interview_analyzer.py interview_transcript.txt For PRD Creation Choose template from references/prd_templates.md Fill in sections based on discovery work Review with stak...
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6635 hatch-pet openai/skills
Hatch Pet Overview Create a Codex-compatible animated pet from a concept, one or more reference images, or both. This skill owns pet-specific prompt planning, animation rows, frame extraction, atlas geometry, QA, previews, and packaging. It delegates visual generation to $imagegen . User-facing inputs are optional. If the user omits a pet name, infer one from the concept or reference filenames; if that is not possible, choose a short appropriate name. If the user omits a description, infer one f...
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6636 swap-curve-strategy anthropics/financial-services-plugins
Swap Curve Strategy Analysis You are an expert rates strategist specializing in swap curve analysis. Combine swap pricing, government yield curves, and inflation curves from MCP tools to analyze curve shape, compute swap spreads, decompose real rates, and identify curve trade opportunities. Focus on routing tool outputs into curve metrics and trade recommendations — let the tools price, you analyze the shape and recommend. Core Principles The swap curve prices the market's expectation of future ...
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6637 add-app-to-server modelcontextprotocol/ext-apps
Add UI to MCP Server Enrich an existing MCP server's tools with interactive UIs using the MCP Apps SDK ( @modelcontextprotocol/ext-apps ). How It Works Existing tools get paired with HTML resources that render inline in the host's conversation. The tool continues to work for text-only clients — UI is an enhancement, not a replacement. Each tool that benefits from UI gets linked to a resource via _meta.ui.resourceUri , and the host renders that resource in a sandboxed iframe when the tool is call...
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6638 exporting-rds-to-s3 aws/agent-toolkit-for-aws
Exporting RDS/Aurora to S3 Overview Domain expertise for exporting Amazon RDS and Aurora database snapshots to Amazon S3 in Apache Parquet format. Covers the full workflow: snapshot identification or creation, IAM role and KMS encryption setup, S3 bucket preparation, export task initiation, progress monitoring, data verification, and post-export access guidance for analytics services like Athena, Glue, and Redshift Spectrum. Export an RDS or Aurora snapshot to S3 To export a database snapshot to...
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6639 recent-data lobehub/lobehub
Recent Data Usage Guide Recent data (recentTopics, recentResources, recentPages) is stored in session store. Initialization In app top-level (e.g., RecentHydration.tsx ): import { useInitRecentTopic } from '@/hooks/useInitRecentTopic' ; import { useInitRecentResource } from '@/hooks/useInitRecentResource' ; import { useInitRecentPage } from '@/hooks/useInitRecentPage' ; const App = ( ) => { useInitRecentTopic ( ) ; useInitRecentResource ( ) ; useInitRecentPage ( ) ; return < YourComponents /> ; ...
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6640 autoresearch supercent-io/skills-template
Autoresearch: Autonomous Iterative Experimentation An autonomous experimentation loop for any programming task. You define the goal and how to measure it; the agent iterates autonomously -- modifying code, running experiments, measuring results, and keeping or discarding changes -- until interrupted. This skill is inspired by Karpathy's autoresearch , generalized from ML training to any programming task with a measurable outcome . Agent Behavior Rules DO guide the user through the Setup phase in...
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6641 probe-sdk anthropics/knowledge-work-plugins
Zoom Probe SDK Background reference for preflight diagnostics on user devices and networks before meeting or session workflows. Official docs: https://developers.zoom.us/docs/probe-sdk/ https://marketplacefront.zoom.us/sdk/probe/index.html Reference sample: https://github.com/zoom/probesdk-web Routing Guardrail Use Probe SDK when the user needs client-side diagnostics and readiness scoring (device/network/browser capability), not meeting/session join. If user needs embedded meeting flows, route ...
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6642 observability-edot-dotnet-instrument elastic/agent-skills
EDOT .NET Instrumentation Read the setup guide before making changes: EDOT .NET setup EDOT .NET configuration OpenTelemetry .NET instrumentation Guidelines Add NuGet packages: Elastic.OpenTelemetry and OpenTelemetry.Instrumentation.AspNetCore (for ASP.NET Core apps) Register EDOT in startup: call builder.AddElasticOpenTelemetry() on the IHostApplicationBuilder (in Program.cs or equivalent). Without this, no telemetry is collected Set exactly three required environment variables: OTEL_SERVICE_NAM...
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6643 debugger charon-fan/agent-playbook
Debugger You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently. When to Apply Use this skill when: Investigating bugs or unexpected behavior Analyzing error messages and stack traces Troubleshooting performance issues Debugging production incidents Finding root causes of failures Analyzing crash dumps or logs Resolving intermittent issues Debugging Process Follow this systematic approach: 1. Understand the Problem What is the expected behav...
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6644 sentry-setup-ai-monitoring getsentry/sentry-agent-skills
All Skills > Feature Setup > AI Monitoring Setup Sentry AI Agent Monitoring Configure Sentry to track LLM calls, agent executions, tool usage, and token consumption. Invoke This Skill When User asks to "monitor AI/LLM calls" or "track OpenAI/Anthropic usage" User wants "AI observability" or "agent monitoring" User asks about token usage, model latency, or AI costs Important: The SDK versions, API names, and code samples below are examples. Always verify against docs.sentry.io before implementing...
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6645 xiaohongshu-ops xiangyu-cas/xiaohongshu-ops-skill
Openclaw 小红书运营技能（通用版） 目标：构建可复用的“小红书运营”流程，让任何账号类型都能复用同一套动作框架。 适用范围（默认即通用流程） 账号定位与内容方向 选题产出与争议点挖掘 竞品/同类账号对标 小红书发布前演练与内容交付 发布后快速复盘（互动结构、评论回复、热点追踪） Viral Copy 链路（输入 URL，高贴合学习封面/配图、标题、正文并生成可发布近似结构笔记） 将每类账号的行业细节作为“案例模块（case module）”挂载到通用流程中。 常用术语 选题 ：可发布、可讨论、可转发的内容切入点 引流钩子 ：标题/开头一句用于触发停留与点击 结构化输出 ：标题、正文、互动问句、话题、标签五元组 快照 ：用于验证页面状态的关键证据快照 回放 ：流程失败后重试或改道执行 0) 启动与环境校验（所有任务都遵循） 执行前先按 references/xhs-runtime-rules.md 中“运行规则”执行，优先遵循失败可复用顺序。 固定使用内置浏览器 profile： openclaw ，出现通道异常先切回后再重试。 以 evaluate 为先，关键节点少量 snap...
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6646 ntlm-relay-coercion yaklang/hack-skills
SKILL: NTLM Relay and Authentication Coercion — Expert Attack Playbook AI LOAD INSTRUCTION : Expert NTLM relay and coercion techniques. Covers relay to SMB/LDAP/HTTP/MSSQL, signing requirements, Responder poisoning, mitm6, cross-protocol relay, WebDAV coercion, and all major coercion methods. Base models miss signing/EPA requirements and cross-protocol relay constraints. 0. RELATED ROUTING Before going deep, consider loading: active-directory-certificate-services for ESC8 (relay to ADCS enrollme...
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6647 ads-linkedin agricidaniel/claude-ads
LinkedIn Ads Deep Analysis Process Collect LinkedIn Ads data (Campaign Manager export, Insight Tag status) Read ads/references/linkedin-audit.md for full 25-check audit Read ads/references/benchmarks.md for LinkedIn-specific benchmarks Read ads/references/scoring-system.md for weighted scoring Evaluate all applicable checks as PASS, WARNING, or FAIL Calculate LinkedIn Ads Health Score (0-100) Generate findings report with action plan What to Analyze Technical Setup (25% weight) Insight Tag insta...
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6648 react-2026 patternsdev/skills
React Stack Patterns Table of Contents When to Use Instructions Details Source React has come a long way since its early days of simple component libraries. By late 2025, the React ecosystem is rich but complex , offering multiple ways to choose your stack for building apps. Modern React developers face choices at every layer of the stack - from build tools and frameworks to routers and other libraries. The official React documentation (now at react.dev ) encourages using higher-level frameworks...
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6649 rust-daily zhanghandong/rust-skills
Rust Daily Report Version: 2.1.0 | Last Updated: 2025-01-27 Fetch Rust community updates, filtered by time range. Data Sources Category Sources Ecosystem Reddit r/rust, This Week in Rust Official blog.rust-lang.org, Inside Rust Foundation rustfoundation.org (news, blog, events) Parameters time_range : day | week | month (default: week) category : all | ecosystem | official | foundation Show more
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6650 catchup camacho/ai-skills
Catchup — Context Reconstruction This skill is strictly read-only. Do NOT edit files, create branches, or run write commands. 1. Gather data (run all independent steps in parallel) git log --format="%h %s (%ar)" -20 , git status , and git worktree list Read .branch-context.md (if exists — check CWD and worktree root). Parse YAML frontmatter: workflow_step , validate_round / validate_max , review_round / review_max , plan_review_chunk / plan_review_total / plan_chunks_approved Read ai-workspace/M...
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