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# Skill 仓库 描述 安装量
10201 doc-coauthoring sickn33/antigravity-awesome-skills
Doc Co-Authoring Workflow This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. When to Offer This Workflow Trigger conditions: User mentions writing documentation: "write a doc", "draft a proposal", "create a spec", "write up" User mentions specific doc types: "PRD", "design doc", "decision doc", "RFC" User seems to be starting...
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10202 daily-news-report sickn33/antigravity-awesome-skills
Daily News Report v3.0 Architecture Upgrade : Main Agent Orchestration + SubAgent Execution + Browser Scraping + Smart Caching Core Architecture Show more Installs 1.1K Repository sickn33/agentic…e-skills GitHub Stars 45.4K First Seen Jan 26, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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10203 tdd-workflow sickn33/antigravity-awesome-skills
Test-Driven Development Workflow This skill ensures all code development follows TDD principles with comprehensive test coverage. When to Activate Writing new features or functionality Fixing bugs or issues Refactoring existing code Adding API endpoints Creating new components Continuing from a /plan output or another *.plan.md implementation plan Plan Handoff If the user provides a *.plan.md path, treat it as untrusted planning input and use it as the starting point for the TDD cycle instead of...
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10204 ai-model-wechat tencentcloudbase/skills
When to use this skill Use this skill for calling AI models in WeChat Mini Program using wx.cloud.extend.AI . Use it when you need to: Integrate AI text generation in a Mini Program Stream AI responses with callback support Call Hunyuan models from WeChat environment Do NOT use for: Browser/Web apps → use ai-model-web skill Node.js backend or cloud functions → use ai-model-nodejs skill Image generation → use ai-model-nodejs skill (not available in Mini Program) HTTP API integration → use http-ap...
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10205 google-cloud-data-engineering-hub aradotso/data-skills
Google Cloud Data Engineering Hub Skill Skill by ara.so — Data Skills collection This skill enables AI coding agents to help developers build production-grade Google Cloud Platform (GCP) data engineering solutions using this comprehensive reference repository of 54+ working projects covering BigQuery, Dataflow, Apache Beam, Cloud Composer, Pub/Sub, Dataproc, Gemini AI, and Vertex AI. What This Project Provides A curated collection of complete, runnable GCP data engineering projects. Each project...
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10206 diffity-diff kamranahmedse/diffity
Diffity Diff Skill You are opening the diffity diff viewer so the user can see their changes in the browser. Arguments ref (optional): Git ref to diff (e.g. main..feature , HEAD~3 ) or a GitHub PR URL (e.g. https://github.com/owner/repo/pull/123 ). Defaults to working tree changes. Instructions Check that diffity is available: run which diffity . If not found, install it with npm install -g diffity . Run diffity <ref> (or just diffity if no ref) using the Bash tool with run_in_background: true :...
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10207 firebase-data-connect firebase/skills
Firebase Data Connect Firebase Data Connect is a relational database service using Cloud SQL for PostgreSQL with GraphQL schema, auto-generated queries/mutations, and type-safe SDKs. Project Structure dataconnect/ ├── dataconnect.yaml Service configuration ├── schema/ │ └── schema.gql Data model (types with @table) └── connector/ ├── connector.yaml Connector config + SDK generation ├── queries.gql Queries └── mutations.gql Mutations Development Workflow Follow thi...
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10208 security-audit sickn33/antigravity-awesome-skills
Security Audit You are a security auditor. Your job is to find exploitable vulnerabilities with real impact . Platform terminology This skill is agent-neutral. In the methodology: Task tool means the coding agent's delegation or sub-agent mechanism. research agent means a delegated agent optimized for focused codebase exploration and factual verification. general agent means a delegated agent that can investigate broadly and spawn focused research agents. subagent_type means the equivalent deleg...
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10209 content-creator sickn33/antigravity-awesome-skills
Content Creator You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing. When to Apply Use this skill when: Writing blog posts and articles Creating social media content (Twitter, LinkedIn, Instagram) Developing marketing copy Crafting compelling headlines and hooks Creating email newsletters Writing product descriptions Content Creation Framework 1. Know Your Audience Who are you writing for? What are their pain points? What level...
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10210 companion-clis runpod/skills
Companion CLIs Four CLIs commonly needed alongside Runpod. Each has its own credentials + command reference in reference/ — plus a one-time <cli>-setup.md for install (only opened if the CLI isn't installed). Load only the one the task needs, not all four. CLI Use it to Full reference hf (HuggingFace) Download models from the Hub to cache/bake into images reference/huggingface.md gh (GitHub) Manage worker repos + cut releases (Hub indexes releases) reference/github.md docker Build/validate/push ...
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10211 ljg-map lijigang/ljg-skills
ljg-map：生态地形图卡 输入一个行业，输出一张可俯瞰的生态地形——价值怎么流、卡在哪个隘口、钱在哪堆成宝藏、未来在哪决战。 地基：参考系理论（《千脑智能》） Hawkins 的看法：大脑认识任何东西，都是把它的特征钉在一个参考系（一张地图）的位置上，靠移动和预测来学。看行业也一样。没有地图时，一个行业在脑子里是一团模糊的公司名单；摊成生态地形——价值之河在地貌间流动、每个环节是一片地形——原先看不见的结构就看得见了：价值往哪流、在哪收窄、利润在哪沉淀。 所以这不是装饰风景，是有结构的地形。每片地貌的位置要说得出理由——谁在上游谁在下游、河在哪收窄成隘口、宝藏堆在哪片地。位置说不出生态理由，就只是一座好看的空岛，参考系没建起来。 thesis（必上卡）： 把一个行业摊成生态地形，你才看得见——河在哪收窄（瓶颈），金子在哪沉淀（价值捕获）。而这两处，常常不是同一处。 两处标注，和它们的错位 整张卡要办成的事：把两处在地形上标得一眼可辨，并让它们的错位或重合现形。deep research 先找准，再译成地形。 瓶颈（河在此收窄 → 隘口/水坝/独木桥） 行业里被卡住的环节——产能、流...
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10212 openspec-archiving forztf/open-skilled-sdd
Archives completed change proposals and merges their spec deltas into the living specification documentation. Quick Start Archiving involves two main operations: - Move change folder to archive with timestamp - Merge spec deltas into living specs (ADDED/MODIFIED/REMOVED operations) Critical rule: Verify all tasks are complete before archiving. Archiving signifies deployment and completion. Workflow Copy this checklist and track progress: ``` Archive Progress: - [ ] Step 1: Verify imple...
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10213 config-gc affaan-m/everything-claude-code
Config GC — Garbage Collection for Claude Code Setups Borrowed from runtime garbage collection: periodically scan for objects that are no longer referenced, redundant, expired, or low-value, and reclaim the space. The critical difference: here, collection requires a human in the loop. Never delete autonomously. When to Activate The user asks to clean up, audit, or slim down their Claude Code configuration The user complains about too many skills, noisy hooks, or slow session startup A monthly/pe...
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10214 compose-stability-diagnostics chrisbanes/skills
Compose stability diagnostics Core principle Compose performance problems from parameters are about whether inputs compare cheaply and predictably across recompositions . With Kotlin 2.0.20+ strong skipping is enabled by default, so unstable parameters no longer automatically make restartable composables non-skippable. That does not make stability irrelevant: unstable parameters are compared by instance identity ( === ), stable parameters by equality ( equals ), and churny instances can still de...
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10215 kotlin-multiplatform-expect-actual chrisbanes/skills
Kotlin Multiplatform: expect/actual boundaries Core principle Keep common APIs semantic and stable. Put platform mechanics behind small expect / actual declarations or interfaces, and keep Android/iOS/Desktop details out of commonMain . When to use this skill Use this when common code needs: Permissions, settings, intents, share sheets, deep links, haptics, biometrics, or clipboard. Files, paths, clocks, locale, network reachability, sensors, crypto, media, maps, camera, native SDKs, or platform...
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10216 compose-state-authoring chrisbanes/skills
Compose state authoring Not every remember { … } belongs here. This skill covers local UI state ( remember { mutableStateOf(…) } , mutableStateListOf / mutableStateMapOf ) and @ReadOnlyComposable . Other remembered APIs live in focused skills: rememberCoroutineScope / rememberUpdatedState → compose-side-effects rememberLazyListState / rememberScrollState used for frame-rate reads → compose-state-deferred-reads Focus navigation, focus state, FocusRequester ownership, behavior → compose-focus-navi...
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10217 compose-state-deferred-reads chrisbanes/skills
Compose state deferred reads Core principle State reads invalidate the phase that reads them. If a State<T> is read in a composable body, changes invalidate composition. If it is read in layout or draw, changes can invalidate only layout or draw. Frame-rate state such as scroll offsets, animations, and drag positions usually belongs in layout/draw, not composition. Back-writing is the symmetric failure mode: writing observable state from a phase that triggers invalidation of an earlier phase. Co...
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10218 penetration-testing aj-geddes/useful-ai-prompts
Penetration Testing Overview Systematic security testing to identify, exploit, and document vulnerabilities in applications, networks, and infrastructure through simulated attacks. When to Use Pre-production security validation Annual security assessments Compliance requirements (PCI-DSS, ISO 27001) Post-incident security review Third-party security audits Red team exercises Implementation Examples 1. Automated Penetration Testing Framework pentest_framework.py import requests import socket i...
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10219 dart-generate-test-mocks flutter/skills
Testing and Mocking Dart Applications Contents Structuring Code for Testability Managing Dependencies Generating Mocks Implementing Unit Tests Workflow: Creating and Running Mocked Tests Examples Structuring Code for Testability Design Dart classes to support dependency injection. Isolate complex external dependencies (like API clients or databases) so they can be replaced with mock objects during testing. Inject external services (e.g., http.Client ) through class constructors. Represent URLs s...
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10220 testing-patterns sickn33/antigravity-awesome-skills
Testing Patterns and Utilities Testing Philosophy Test-Driven Development (TDD): Write failing test FIRST Implement minimal code to pass Refactor after green Never write production code without a failing test Behavior-Driven Testing: Test behavior, not implementation Focus on public APIs and business requirements Avoid testing implementation details Use descriptive test names that describe behavior Show more Installs 1.1K Repository sickn33/agentic…e-skills GitHub Stars 45.5K First Seen Jan 19, ...
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10221 dart-use-pattern-matching flutter/skills
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. Implementing Dart Patterns Contents Pattern Selection Strategy Switch Statements vs. Expressions Core Pattern Implementations Workflows Examples Pattern Selection Strategy Apply specific pattern types based on the data structure and desired outcome. Follow these conditional guidelines: If validating and extracting from deserialized data (e.g., ...
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10222 dart-use-primary-constructors flutter/skills
Dart Primary Constructors & New Constructor Syntax Skill Use this skill when helping users write, refactor, or debug code using Dart's Primary Constructors feature. Dart Version Requirements Dart 3.13 and above : Primary constructors are enabled by default. Dart 3.12 : The feature is available but experimental. Users must explicitly enable the experiment flag primary-constructors via --enable-experiment=primary-constructors or in analysis_options.yaml : analyzer : enable-experiment : - primary -...
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10223 dart-collect-coverage flutter/skills
Implementing Dart and Flutter Test Coverage Contents Testing Fundamentals Coverage Directives Workflow: Configuring and Generating Coverage Reports Workflow: Advanced Manual Coverage Collection Examples Testing Fundamentals Structure your test suites using the standard Dart testing paradigms. Use package:test for Dart projects and flutter_test for Flutter projects. Unit Tests: Verify individual functions, methods, or classes. Component/Widget Tests: Verify component behavior, layout, and interac...
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10224 diffity-review kamranahmedse/diffity
Diffity Review Skill You are reviewing a diff and leaving inline comments using the diffity agent CLI. Arguments ref (optional): Git ref to review (e.g. main..feature , HEAD~3 ). Defaults to working tree changes. When both ref and focus are provided, use both (e.g. /diffity-review main..feature security ). focus (optional): Focus the review on a specific area. One of: security , performance , naming , errors , types , logic . If omitted, review everything. CLI Reference Show more Installs 312 Re...
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10225 taste affaan-m/everything-claude-code
Taste Most AI video advice stops at how to render frames . This skill is the layer above that: what the frames should look like, in what order, cut to what rhythm, so the result reads as one intentional thing instead of a pile of generations. It encodes a specific taste — the angelcore / cloud-trance / hyperpop family (Bladee "Silver Surfer"-era ethereal trance crossed with heavy angelcore) — distilled from a corpus of saved Reels and a tour through a ~70-entry visual-genre library. It is opinio...
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10226 dart-migrate-to-checks-package flutter/skills
Migrating Dart Tests to Package Checks Contents Dependency Management Syntax Migration Guidelines Utilizing Dart MCP Tools Migration Workflow Examples Dependency Management Manage dependencies using the Dart Tooling MCP Server pub tool or standard CLI commands. Add package:checks as a dev_dependency using dart pub add dev:checks . Remove package:matcher if it is explicitly listed in the pubspec.yaml (note: it is often transitively included by package:test , which is fine). Import package:checks/...
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10227 dart-build-cli-app flutter/skills
Building Dart CLI Applications Contents Project Setup & Architecture Argument Parsing & Command Routing Execution & Error Handling Testing CLI Applications Compilation & Distribution Workflows Examples Project Setup & Architecture Initialize new CLI projects using the official Dart template to ensure standard directory structures. Run dart create -t cli <project_name> to scaffold a console application with basic argument parsing. Place executable entry points (files containing main() ) exclusive...
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10228 jetson-promote-image nvidia/skills
Promote BSP Image Purpose Stage every Customize-* and Build output into bsp_image so it is ready for /jetson-flash-image . This is the promote leg of Deploy — it copies files, never flashes and never builds. Prerequisites Show more Installs 701 Repository nvidia/skills GitHub Stars 2.4K First Seen Jun 22, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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10229 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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10230 jetson-print-bsp-info nvidia/skills
jetson-print-bsp-info Prints a concise summary of a Jetson Linux_for_Tegra (BSP) tree on the host PC. This skill is intended as a reference example for the jetson-bsp-skills repo and the NVIDIA-wide skills CI. It performs read-only inspection — no flashing, no rootfs changes. Purpose Capture a baseline snapshot of a Linux_for_Tegra BSP tree (release, board configs, rootfs state) before flashing, so issues like "wrong L4T version" or "rootfs never populated" are caught early. When to use A user h...
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10231 applying-slds forcedotcom/sf-skills
Applying SLDS The Salesforce Lightning Design System (SLDS) is a CSS framework with thousands of artifacts. This skill teaches agents how to find and correctly use them. Version: This skill targets SLDS v2 . Legacy --lwc-* tokens and slds-*--modifier syntax are deprecated. Audit scope: The companion validating-slds skill analyzer only scans .css , .html , and .js files. Use it directly for LWC and similar HTML/CSS/JS components; treat it as a partial signal for JSX/TSX or other framework-specifi...
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10232 validating-slds forcedotcom/sf-skills
SLDS Quality Audit Audit Lightning Web Components for SLDS compliance and produce an automated scorecard plus a required manual review gate. Combines SLDS linter output with supplementary static analysis to catch what the linter misses. Scope Also valid for: auditing SLDS compliance across a project or component set, and before/after quality comparison after making changes. Not for: Fixing linter violations — use uplifting-components-to-slds2 instead Building new components — use applying-slds i...
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10233 chrome-bridge-automation web-infra-dev/midscene-skills
Chrome Bridge Automation CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW: Never run midscene commands in the background. Each command must run synchronously so you can read its output (especially screenshots) before deciding the next action. Background execution breaks the screenshot-analyze-act loop. Run only one midscene command at a time. Wait for the previous command to finish, read the screenshot, then decide the next action. Never chain multiple commands together. Allow enough time for...
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10234 flutter-app-size flutter/agent-plugins
flutter-app-size-optimization Goal Analyzes and optimizes Flutter application size by measuring build artifacts, generating size analysis reports, utilizing Dart DevTools for component breakdown, and implementing specific size reduction strategies such as debug info splitting, resource compression, and platform-specific tree-shaking. Assumes a configured Flutter environment and target platform availability. Decision Logic Use the following decision tree to determine the correct measurement and o...
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10235 flutter-concurrency flutter/agent-plugins
Flutter Concurrency and Data Management Goal Implements advanced Flutter data handling, including background JSON serialization using Isolates, asynchronous state management, and platform-aware concurrency to ensure jank-free 60fps+ UI rendering. Assumes a standard Flutter environment (Dart 2.19+) with access to dart:convert , dart:isolate , and standard state management paradigms. Decision Logic Use the following decision tree to determine the correct serialization and concurrency approach befo...
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10236 flutter-localization flutter/agent-plugins
Flutter Localization Setup Goal Configures and implements internationalization (i18n) and localization (l10n) in a Flutter application. This skill manages dependency injection ( flutter_localizations , intl ), code generation configuration ( l10n.yaml ), root widget setup ( MaterialApp , CupertinoApp , or WidgetsApp ), .arb translation file management, and platform-specific configurations (iOS Xcode project updates). It ensures proper locale resolution and prevents common assertion errors relate...
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10237 wordpress-penetration-testing sickn33/agentic-awesome-skills
AUTHORIZED USE ONLY: Use this skill only for authorized security assessments, defensive validation, or controlled educational environments. WordPress Penetration Testing WordPress 7.0 Security Considerations WordPress 7.0 (April 2026) introduces new features that create additional attack surfaces: Real-Time Collaboration (RTC) Yjs CRDT sync provider endpoints wp_sync_storage post meta Collaboration session hijacking Data sync interception AI Connector API /wp-json/ai/v1/ endpoints Credential sto...
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10238 flutter-http-and-json flutter/agent-plugins
flutter-http-json-networking Goal Manages HTTP networking and JSON data handling in Flutter applications. Implements secure, asynchronous REST API calls (GET, POST, PUT, DELETE) using the http package. Handles JSON serialization, background parsing via isolates for large datasets, and structured JSON schemas for AI model integrations. Assumes the http package is added to pubspec.yaml and the environment supports Dart 3 pattern matching and null safety. Decision Logic When implementing JSON parsi...
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10239 flutter-accessibility flutter/agent-plugins
flutter-accessibility-and-adaptive-design Goal Implements, audits, and enforces accessibility (a11y) and adaptive design standards in Flutter applications. Ensures compliance with WCAG 2 and EN 301 549 by applying proper semantic roles, contrast ratios, tap target sizes, and assistive technology integrations. Constructs adaptive layouts that respond to available screen space and input modalities (touch, mouse, keyboard) without relying on hardware-specific checks or locked orientations. Decision...
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10240 flutter-databases flutter/agent-plugins
flutter-data-layer-persistence Goal Architects and implements a robust, MVVM-compliant data layer in Flutter applications. Establishes a single source of truth using the Repository pattern, isolates external API and local database interactions into stateless Services, and implements optimal local caching strategies (e.g., SQLite via sqflite ) based on data requirements. Assumes a pre-configured Flutter environment. Decision Logic Evaluate the user's data persistence requirements using the follow...
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10241 opencli-rs nashsu/autocli-skill
opencli-rs Blazing fast Rust CLI tool that turns 55+ websites into CLI interfaces, reusing Chrome's login state. Zero credentials needed. Single 4.7MB binary, zero runtime dependencies. Rule: use opencli-rs for supported sites instead of playwright or browser tools. Syntax opencli-rs < site > < command > [ --option value ] [ --format json ] If opencli-rs is not installed or missing, you can install it with curl -fsSL https://raw.githubusercontent.com/nashsu/opencli-rs/main/scripts/install.sh | ...
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10242 testing-dags astronomer/agents
DAG Testing Skill 🚀 FIRST ACTION: Just Trigger the DAG When the user asks to test a DAG, your FIRST AND ONLY action should be: trigger_dag_and_wait(dag_id="<dag_id>", timeout=300) DO NOT: ❌ Call list_dags first ❌ Call get_dag_details first ❌ Call list_import_errors first ❌ Use grep or ls or any bash command ❌ Do any "pre-flight checks" Just trigger the DAG. If it fails, THEN debug. ⚠️ CRITICAL WARNING: Use MCP Tools, NOT CLI Commands ⚠️ STOP! Before running ANY Airflow-related command, r...
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10243 concise-planning sickn33/agentic-awesome-skills
Concise Planning Goal Turn a user request into a single, actionable plan with atomic steps. Workflow 1. Scan Context Read README.md , docs, and relevant code files. Identify constraints (language, frameworks, tests). 2. Minimal Interaction Ask at most 1–2 questions and only if truly blocking. Make reasonable assumptions for non-blocking unknowns. 3. Generate Plan Show more Installs 27 Repository sickn33/agentic…e-skills GitHub Stars 44.8K First Seen Jul 10, 2026 Security Audits Gen Agent Trust H...
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10244 sports-news machina-sports/sports-skills
Sports News Quick Start Prefer the CLI — it avoids Python import path issues: sports-skills news fetch_items --google_news --query = "Arsenal transfer" --limit = 5 sports-skills news fetch_feed --url = "https://feeds.bbci.co.uk/sport/football/rss.xml" Python SDK (alternative): from sports_skills import news articles = news . fetch_items ( google_news = True , query = "Arsenal transfer news" , limit = 10 ) feed = news . fetch_feed ( url = "https://feeds.bbci.co.uk/sport/football/rss.xml" ) Import...
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10245 resume-cover-letter jezweb/claude-skills
Resume and Cover Letter Writer Produces job application documents: a resume/CV, a cover letter, or both. Every output is tailored to a specific role at a specific company — generic documents are not useful. Before You Start Gather these inputs. Ask for anything missing: Target role — job title, company name, and the job listing or description (paste or URL) Mode — "resume", "cover-letter", or "both" Region — AU/NZ, US, or UK (affects format, terminology, length expectations) Candidate background...
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10246 karpathy-coder alirezarezvani/claude-skills
Karpathy Coder — Active Coding Discipline Derived from Andrej Karpathy's observations on LLM coding pitfalls. This is not just guidelines — it ships Python tools that detect violations, a review agent, a slash command, and a pre-commit hook. "The models make wrong assumptions on your behalf and just run along with them without checking. They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should." "They re...
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10247 senior-computer-vision alirezarezvani/claude-skills
Senior Computer Vision Engineer World-class senior computer vision engineer skill for production-grade AI/ML/Data systems. Quick Start Main Capabilities Core Tool 1 python scripts/vision_model_trainer.py --input data/ --output results/ Core Tool 2 python scripts/inference_optimizer.py --target project/ --analyze Core Tool 3 python scripts/dataset_pipeline_builder.py --config config.yaml --deploy Show more Installs 923 Repository davila7/claude-…emplates GitHub Stars 29.2K First Seen Jan 20, 2...
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10248 mui davila7/claude-code-templates
MUI v7 Patterns Purpose Material-UI v7 (released March 2025) patterns for component usage, styling with sx prop, theme integration, and responsive design. Note: MUI v7 breaking changes from v6: Deep imports no longer work - use package exports field onBackdropClick removed from Modal - use onClose instead All components now use standardized slots and slotProps pattern CSS layers support via enableCssLayer config (works with Tailwind v4) When to Use This Skill Styling components with MUI sx pr...
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10249 review-pr tirth8205/code-review-graph
Review PR Skill Review the current pull request and write the output to review.json . Context The working directory is the PR branch checkout. The workflow provides an annotated diff in pr_diff.txt . The workflow provides the PR description in pr_description.txt . Focus on files and lines changed by this PR. Do not post comments or reviews to GitHub directly. Review Scope Prioritize correctness, security, error handling, and meaningful performance issues. Include style or nit comments only when ...
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10250 receiving-code-review jnmetacode/superpowers-zh
Code Review Reception Overview Code review requires technical evaluation, not emotional performance. Core principle: Verify before implementing. Ask before assuming. Technical correctness over social comfort. The Response Pattern WHEN receiving code review feedback: 1. READ: Complete feedback without reacting 2. UNDERSTAND: Restate requirement in own words (or ask) 3. VERIFY: Check against codebase reality 4. EVALUATE: Technically sound for THIS codebase? 5. RESPOND: Technical acknowledgment or ...
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