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# Skill 仓库 描述 安装量
6351 jobs-to-be-done deanpeters/product-manager-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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6352 ticket-triage anthropics/knowledge-work-plugins
Ticket Triage Skill You are an expert at rapidly categorizing, prioritizing, and routing customer support tickets. You assess issues systematically, identify urgency and impact, and ensure tickets reach the right team with the right context. Category Taxonomy Assign every ticket a primary category and optionally a secondary category : Category Description Signal Words Bug Product is behaving incorrectly or unexpectedly Error, broken, crash, not working, unexpected, wrong, failing How-to Customer...
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6353 brainstorm-ideas-existing phuryn/pm-skills
Brainstorm Product Ideas (Existing Product) Multi-perspective ideation for continuous product discovery. Generates ideas from PM, Designer, and Engineer viewpoints, then prioritizes the best five. Context You are supporting a product trio performing continuous product discovery for $ARGUMENTS . If the user provides files (research data, opportunity trees, personas), read them first. If they mention a product URL, use web search to understand the product. Domain Context Product Trio (Teresa Torre...
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6354 literature-search-openalex google-deepmind/science-skills
OpenAlex Skill Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://developers.openalex.org/ and to always check the license of the papers retrieved by the skill for any restrictions, then (2) create the file recording the notification text and timestamp. .env file : Make sure the...
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6355 qoder-delegate amelnagdy/delegate-skills
Qoder Delegate You are the orchestrator . Delegate one bounded coding task to a separate implementer - Qoder CLI - then review what it produced and land it yourself. You write the brief and own the judgment; Qoder edits the working tree in its session; you verify and commit. The loop needs only shell and file access, so any comparable orchestrator can drive it. When NOT to use this The task is small enough to do inline; delegation overhead is not worth it. qodercli is not installed or authentica...
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6356 appmigrationkit dpearson2699/swift-ios-skills
AppMigrationKit One-time cross-platform data transfer for app resources. Enables apps to export data from one platform (e.g., Android) and import it on iOS during device setup or onboarding. iOS 26+ / iPadOS 26+ / Swift 6.3. Beta-sensitive. AppMigrationKit is new in iOS 26 and may change before GM. Re-check current Apple documentation before relying on specific API details. AppMigrationKit uses an app extension model. The system orchestrates the transfer between devices. The app provides an exte...
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6357 sensorkit dpearson2699/swift-ios-skills
SensorKit Collect research-grade sensor data from iOS and watchOS devices for approved research studies. SensorKit provides access to ambient light, motion, device usage, keyboard metrics, visits, phone/messaging usage, speech metrics, face metrics, wrist temperature, heart rate, ECG, and PPG data. Targets Swift 6.3 / iOS 26+. SensorKit is restricted to Apple-approved research studies. Apps must submit a research proposal to Apple and receive the com.apple.developer.sensorkit.reader.allow entitl...
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6358 relevancekit dpearson2699/swift-ios-skills
RelevanceKit Provide on-device contextual clues that increase a widget's visibility in the Smart Stack on Apple Watch. RelevanceKit tells the system when a widget is relevant -- by time, location, fitness state, sleep schedule, or connected hardware -- so the Smart Stack can surface the right widget at the right moment. Targets Swift 6.3 / watchOS 26+. Beta-sensitive. RelevanceKit shipped with watchOS 26. Re-check Apple documentation before making strong claims about API availability or behavior...
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6359 aws-ai-ml aws/agent-toolkit-for-aws
AWS AI/ML Model Customization Domain expertise for fine-tuning and deploying models on Amazon SageMaker. Covers the full model customization lifecycle from planning through production deployment. Routing Match the user's intent to the appropriate reference folder and load only that content. Show more Installs 916 Repository aws/agent-toolk…-for-aws GitHub Stars 2.4K First Seen Aug 6, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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6360 reddit-api fetcher-sh/fetcher-skills
Reddit API Reddit data on demand: cross-subreddit post search, subreddit and user search, subreddit info and feeds, single posts with full comment trees, sitewide best/hot/new/top feeds, and user profiles/posts/comments — one plain HTTP GET per call, paid as you go. No OAuth app registration, no client ID/secret pair, no Reddit API rate-limit tier. Base URL: https://reddit.fetcher.sh Authentication Two ways to pay, same data — full mechanics in the fetcher skill : Show more Installs 1.1K Reposit...
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6361 swot-analysis phuryn/pm-skills
SWOT Analysis Metadata Name : swot-analysis Description : Perform a detailed SWOT analysis for a product. Identifies strengths, weaknesses, opportunities, and threats with actionable recommendations. Triggers : SWOT analysis, strengths weaknesses, SWOT matrix, strategic assessment Instructions You are a strategic analyst conducting a SWOT analysis for $ARGUMENTS. Your task is to thoroughly evaluate the internal and external factors that will impact product success and competitive positioning. In...
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6362 agent-fs desplega-ai/agent-fs
agent-fs CLI agent-fs is an agent-first filesystem with full versioning, full-text search (FTS5), and semantic search. It provides a CLI that outputs JSON, making it ideal for agent workflows. Files are organized in drives within orgs. Storage Backends agent-fs stores file bytes in a pluggable storage backend. The durable value — version history, comments, and search — lives in SQLite and works identically on every backend. Backend Setup Versioning tier signed-url S3 / MinIO (default) agent-fs o...
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6363 meeting-briefing anthropics/knowledge-work-plugins
Meeting Briefing Skill You are a meeting preparation assistant for an in-house legal team. You gather context from connected sources, prepare structured briefings for meetings with legal relevance, and help track action items that arise from meetings. Important : You assist with legal workflows but do not provide legal advice. Meeting briefings should be reviewed for accuracy and completeness before use. Meeting Prep Methodology Step 1: Identify the Meeting Determine the meeting context from the...
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6364 github-deep-research bytedance/deer-flow
GitHub Deep Research Skill Multi-round research combining GitHub API, web_search, web_fetch to produce comprehensive markdown reports. Research Workflow Round 1: GitHub API Round 2: Discovery Round 3: Deep Investigation Round 4: Deep Dive Core Methodology Query Strategy Broad to Narrow : Start with GitHub API, then general queries, refine based on findings. Round 1: GitHub API Round 2: "{topic} overview" Round 3: "{topic} architecture", "{topic} vs alternatives" Round 4: "{topic} issues", "{topi...
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6365 cloud-databases-onboarding google/skills
Google Cloud Database Onboarding Skill This skill provides domain instructions, decision matrices, and Infrastructure-as-Code workflows to guide users through discovering their exact database requirements, selecting an optimal Google Cloud database service, and drafting starter resource provisioning code for user review. Validation & Progressive Disclosure A validation script is provided to verify the skill's reference files and formatting: python3 scripts/database_onboarding_skill.py --verify R...
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6366 domain-web actionbook/rust-skills
Web Domain Layer 3: Domain Constraints Domain Constraints → Design Implications Domain Rule Design Constraint Rust Implication Stateless HTTP No request-local globals State in extractors Concurrency Handle many connections Async, Send + Sync Latency SLA Fast response Efficient ownership Security Input validation Type-safe extractors Observability Request tracing tracing + tower layers Critical Constraints Async by Default Show more
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6367 ce-product-pulse everyinc/compound-engineering-plugin
Product Pulse ce-product-pulse queries the product's data sources for a given time window and produces a compact, single-page report covering usage, performance, errors, and followups. The report is saved to docs/pulse-reports/ and the key points are surfaced in chat. The skill does not mutate the product, the database, or any external system. Its only writes are pulse settings appended to .compound-engineering/config.local.yaml (the unified CE local config, gitignored, machine-local) and the re...
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6368 ios-simulator dpearson2699/swift-ios-skills
iOS Simulator Require the agent-device CLI to be installed separately before driving a simulator: npm install -g agent-device@latest Treat installation and upgrades as user-owned setup steps. Do not run that command autonomously or substitute a mutable npx -y agent-device@latest invocation. For a normal app-driving task, start immediately. Do not probe first with --help , --version , devices , appstate , snapshot , or screenshot . Target iOS explicitly when opening an app or bundle id: agent-dev...
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6369 downtrend-duration-analyzer tradermonty/claude-trading-skills
Downtrend Duration Analyzer Overview Analyze historical price data to identify downtrend periods (peak-to-trough) and build statistical distributions of correction durations. Generate interactive HTML visualizations with histograms segmented by sector and market cap to help traders understand typical recovery timeframes and set realistic expectations for mean reversion strategies. When to Use Trader asks about typical correction lengths for a sector or market cap tier User wants to understand hi...
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6370 breakout-trade-planner tradermonty/claude-trading-skills
Breakout Trade Planner Generate trade plans from VCP screener output following Mark Minervini's breakout methodology. Calculate position sizes using worst-case entry prices, enforce portfolio risk limits, and output Alpaca API-compatible order templates. When to Use User has VCP screener JSON output and wants trade plans User asks for breakout entry/stop/target calculation User wants Alpaca order templates for VCP breakout candidates User needs position sizing with portfolio heat management Prer...
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6371 k6-perf-test-website grafana/skills
k6-perf-test-website An end-to-end, opinionated workflow for performance-testing any public website with k6. The skill produces: A scaffolded project with one folder per user-described workflow. Functional protocol + browser tests (must pass before load testing). Hybrid load tests (protocol scenario + 1 browser VU) per test type (smoke / average / stress / spike / soak / breakpoint). SLO-backed thresholds with per-endpoint tagging and Web Vitals. A cross-platform load-generator monitor sidecar. ...
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6372 design-cleanup gjkim42/kanon-repo
Design cleanup — make the tree read as designed-this-way Why this skill exists When a design decision changes mid-work — a different approach, a renamed concept, a replaced mechanism — the branch tends to keep fossils of the abandoned design: dead branches, shims that only served the old path, names shaped by the old concept, comments narrating the change, tests pinning behavior that no longer matters. The diff may show the journey; the final tree must not. This skill hunts those fossils down an...
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6373 google-cloud-scc-query google/skills
Google Cloud Security Command Center Query Skill Provides guidelines and read-only gcloud CLI command patterns for querying and retrieving security findings, external exposures, toxic combinations, vulnerabilities, threats, and sensitive data risks from Google Cloud Security Command Center. [!IMPORTANT] There is NO gcloud scc findings describe command ( Invalid choice: 'describe' ). To retrieve details for a specific finding by its name, always use gcloud scc findings list with a filter on name ...
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6374 developing-genkit-python google/skills
Genkit Python Prerequisites Runtime : Python 3.14+ , uv for deps ( install ). CLI : genkit --version — install via npm install -g genkit-cli if missing. New projects: Setup (bootstrap + env). Patterns and code samples: Examples . Hello World from genkit import Genkit from genkit . plugins . google_genai import GoogleAI ai = Genkit ( plugins = [ GoogleAI ( ) ] , model = 'googleai/gemini-flash-latest' , ) async def main ( ) : response = await ai . generate ( prompt = 'Tell me a joke about Python.'...
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6375 developing-genkit-js google/skills
Genkit JS Prerequisites Ensure the genkit CLI is available. Run genkit --version to verify. Minimum CLI version needed: 1.29.0 If not found or if an older version (1.x < 1.29.0) is present, install/upgrade it: npm install -g genkit-cli@^1.29.0 . New Projects : If you are setting up Genkit in a new codebase, follow the Setup Guide . Hello World import { z , genkit } from 'genkit' ; import { googleAI } from '@genkit-ai/google-genai' ; // Initialize Genkit with the Google AI plugin const ai = genki...
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6376 arize-ai-provider-integration arize-ai/arize-skills
Arize AI Integration Skill SPACE — Most --space flags and the ARIZE_SPACE env var accept a space name (e.g., my-workspace ) or a base64 space ID (e.g., U3BhY2U6... ). Find yours with ax spaces list . Note: ai-integrations create does not accept --space — AI integrations are account-scoped. Use --space only with list , get , update , and delete . Concepts AI Integration = stored LLM provider credentials registered in Arize; used by evaluators to call a judge model and by other Arize features that...
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6377 release-openspec fission-ai/openspec
Release OpenSpec Run the OpenSpec release workflow as a resumable state machine. Inspect live GitHub state on every invocation and take only the next safe action. Do not assume an earlier invocation completed. Principles Treat Fission-AI/OpenSpec and origin/main as the release source of truth. Default to a read-only audit when the user asks for status, readiness, or advice. Treat a request to release, prepare a release, continue, or resume as authorization to perform the applicable release actio...
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6378 netlify-frameworks netlify/context-and-tools
Frameworks on Netlify Netlify supports any framework that produces static output. For frameworks with server-side capabilities (SSR, API routes, middleware), an adapter or plugin translates the framework's server-side code into Netlify Functions and Edge Functions automatically. How It Works During build, the framework adapter writes files to .netlify/v1/ — functions, edge functions, redirects, and configuration. Netlify reads these to deploy the site. You do not need to write Netlify Functions ...
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6379 coverage-analysis dotnet/skills
Coverage Analysis Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing. It helps identify fuzzing blockers like magic value checks and tracks the effectiveness of harness improvements over time. Overview Code coverage during fuzzing serves two critical purposes: Assessing harness effectiveness: Understand which parts of your application are actually executed by your fuzzing harnesses Tracking fuzzing progress: Monitor how coverage changes whe...
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6380 site-md google-labs-code/stitch-skills
Stitch SITE.md Skill You are a Lead Product Owner and Architect. Your goal is to analyze project descriptions, requirement briefs, or existing site content and synthesize a project constitution file named .stitch/SITE.md . Overview This skill helps you initialize and structure .stitch/SITE.md files, which act as the "Long-Term Memory" and constitution for the Stitch Build Loop. A properly structured SITE.md ensures that coding agents stay aligned on project scope, visual vibes, and navigation fl...
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6381 gke-alert-configuration google/skills
GKE Alert Configuration This skill provides guidelines and best practices for creating robust, high-signal alerting policies for Google Kubernetes Engine workloads using Google Cloud Managed Service for Prometheus and Terraform. It ensures comprehensive coverage of the 4 Golden Signals and key cluster health metrics while minimizing alert noise. Critical Rules Show more Installs 1.0K Repository google/skills GitHub Stars 19.6K First Seen 12 days ago Security Audits Gen Agent Trust Hub Pass Socke...
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6382 developing-genkit-go google/skills
Genkit Go Genkit Go is an AI SDK for Go that provides generation, structured output, streaming, tool calling, prompts, and flows with a unified interface across model providers. Hello World package main import ( "context" "fmt" "log" "net/http" "github.com/genkit-ai/genkit/go/ai" "github.com/genkit-ai/genkit/go/genkit" "github.com/genkit-ai/genkit/go/plugins/googlegenai" "github.com/genkit-ai/genkit/go/plugins/server" ) func main ( ) { ctx := context . Background ( ) g := genkit . Init ( ctx , g...
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6383 developing-genkit-dart google/skills
Genkit Dart Genkit Dart is an AI SDK for Dart that provides a unified interface for code generation, structured outputs, tools, flows, and AI agents. Core Features and Usage If you need help with initializing Genkit ( Genkit() ), Generation ( ai.generate ), Tooling ( ai.defineTool ), Flows ( ai.defineFlow ), Embeddings ( ai.embedMany ), streaming, or calling remote flow endpoints, please load the core framework reference: references/genkit.md Genkit CLI (recommended) The Genkit CLI provides a lo...
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6384 rust-learner actionbook/rust-skills
Rust Learner Version: 2.1.0 | Last Updated: 2025-01-27 You are an expert at fetching Rust and crate information. Help users by: Version queries : Get latest Rust/crate versions API documentation : Fetch docs from docs.rs Changelog : Get Rust version features from releases.rs Primary skill for fetching Rust/crate information. Execution Mode Detection CRITICAL: Check agent file availability first to determine execution mode. Try to read the agent file for your query type. The execution mode depend...
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6385 building-register-search nomadamas/k-skill
building-register-search Get the full instructions (required first step) Run this and follow its output as the primary instructions for this skill: npx -y @nomadamas/k-skill@0 instruct building-register-search The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by: npx -y @nomadamas/k-skill@0 files building-register-search If npx is unavailable, install Node.js 18+...
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6386 dfam-check earthtojake/text-to-cad
DfAM Check 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. Use this skill to produce conservative, evidence-backed DfAM reports for mesh files before slicing or printing. It measures geometry facts locally and compares them against per-process design limits; it never slices, uploads, or starts print jobs. Geometry Inspection Use scripts/dfam_tool.py in the active...
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6387 gke-custom-golden-image-discovery google/skills
GKE Golden Base Image Discovery Expert You are an expert at helping users find the correct "golden" base image for creating custom GKE images. You can bridge the gap between a user's high-level description and the technical JSON requirements. Information Gathering & Inference If a user doesn't know their exact configuration, use the following Context Clues and Sensible Defaults to infer the values: Field Context Clues Default Value GKE Version (Required) Must be 1.34.1-gke.2909000 or later. N/A ...
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6388 managed-airflow-dag-troubleshooting google/skills
Managed Service for Apache Airflow (formerly Cloud Composer) DAG troubleshooting guide This skill provides instructions for troubleshooting Managed Airflow DAGs (DAG runs and task instances), utilizing gcloud composer , gcloud logging and gcloud storage commands to fetch remote logs and code. General rules Provide suggestions on how to troubleshoot the failed jobs. Provide only the steps that the user can actually take. Ground all troubleshooting advice in direct findings. When troubleshooting a...
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6389 conventional-git samber/cc-skills
Conventional Commits & Branch Naming Follow Conventional Commits v1.0.0 for both branch names and commit messages — consistent naming lets tools auto-generate changelogs, enforce SemVer bumps, and filter history by concern. Branch Naming Format: <type>/[issue-]<description> — lowercase, hyphens only, no special chars except / . feat/user-authentication feat/42-user-authentication fix/login-race-condition fix/87-login-race-condition docs/api-reference-update refactor/payment-module Prefix with th...
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6390 push-to-registry hashicorp/agent-skills
Configure Packer templates to push build metadata to HCP Packer registry. Reference: [HCP Packer Registry](https://developer.hashicorp.com/hcp/docs/packer) Note: HCP Packer is free for basic use. Builds push metadata only (not actual images), adding minimal overhead (<1 minute). Basic Registry Configuration ``` packer { required_version = ">= 1.7.7" } variable "image_name" { type = string default = "web-server" } locals { timestamp = regex_replace(timestamp(), "[- TZ:]", "") } ...
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6391 docx nexu-io/open-design
DOCX creation, editing, and analysis Overview A .docx file is a ZIP archive containing XML files. Quick Reference Task Approach Read/analyze content pandoc or unpack for raw XML Create new document Use docx-js - see Creating New Documents below Edit existing document Unpack → edit XML → repack - see Editing Existing Documents below Converting .doc to .docx Legacy .doc files must be converted before editing: python scripts/office/soffice.py --headless --convert-to docx document.doc Reading Conten...
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6392 presentation-deck owl-listener/designer-skills
Presentation Deck You are an expert in structuring design presentations that communicate clearly and persuade effectively. What You Do You structure presentations that tell a compelling design story tailored to the audience. Presentation Types Stakeholder Update Goal: Inform and align. Structure: context recap, progress, key decisions, next steps, asks. Design Review Goal: Get feedback. Structure: objectives, design walkthrough, rationale, open questions, feedback request. Final Showcase Goal: G...
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6393 material-3 hamen/material-3-skill
Material Design 3 This skill guides implementation of Google's Material Design 3 (MD3) — a personal, adaptive, expressive design system. MD3 uses dynamic color, tonal surfaces, rounded shapes, and spring-based motion to create UIs that feel alive and personal. Philosophy MD3 is built on three principles: Personal : Dynamic color adapts UI to the user's wallpaper or content. Theming is individual, not one-size-fits-all. Adaptive : Layouts transform across 5 window size classes. Components resize,...
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6394 make-pr-easy-to-review cursor/plugins
Make PR Easy to Review Prepare a PR so a reviewer can quickly understand the intent, important files, and risk. The default goal is reviewability without behavior changes. Workflow Resolve the target PR from the user-provided URL or current branch. Inspect commits, diff size, changed paths, generated files, and PR description. Identify reviewability issues: noisy commits, stale description, unrelated changes, mixed mechanical and logic changes, missing tests, or unclear reviewer entry points. Pr...
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6395 dotnet-aot-compat dotnet/skills
No SKILL.md available for this skill. View on GitHub Installs 333 Repository dotnet/skills GitHub Stars 2.1K First Seen Mar 10, 2026
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6396 google-cloud-solution-multi-agent-security google/skills
Agent Gateway multi-agent security Critical Enforcement Rules & Rationale Show more Installs 1.1K Repository google/skills GitHub Stars 19.6K First Seen 12 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Fail
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6397 guideline-generation anthropics/knowledge-work-plugins
Guideline Generation Generate comprehensive, LLM-ready brand voice guidelines from any combination of sources — brand documents, sales call transcripts, discovery reports, or direct user input. Transform raw materials into structured, enforceable guidelines with confidence scoring and open questions. Inputs Accept any combination of: Discovery report from the discover-brand skill (structured, pre-triaged) Brand documents uploaded or from connected platforms (PDF, PPTX, DOCX, MD, TXT) Conversatio...
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6398 cc-best-practices dboeckli/ai-agent-skills
Claude Code Best Practices Based on the official Anthropic documentation at https://code.claude.com/docs/en/best-practices . The single most important constraint: Claude's context window fills up fast, and performance degrades as it fills. Every best practice flows from this. Instructions Step 1: Always give Claude a way to verify its work Provide a runnable check (test suite, build exit code, linter, diff script) so Claude can confirm success independently. Ask for evidence (test output, comman...
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6399 skill-best-practices dboeckli/ai-agent-skills
Skill Best Practices Reference: https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf Instructions Step 1: Identify your use case category Determine which type of skill you're building: Document & Asset Creation — consistent output (docs, designs, code) Workflow Automation — multi-step processes with consistent methodology MCP Enhancement — workflow guidance on top of MCP tool access Define 2–3 concrete use cases before writing anything (see Planning section b...
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6400 camel-matrix dboeckli/ai-agent-skills
Camel Spring Boot Compatibility Matrix Run scripts/camel-springboot-matrix.sh (bundled in this skill) to generate target/camel-springboot-matrix.adoc relative to the current project directory. The target/ directory is created automatically if it does not exist. Arguments The user may provide an optional version range: $ARGUMENTS No arguments: use the default range 4.14.0 to latest (see below) Two arguments (e.g. 4.0.0 4.15.0 ): only versions in that range are processed Steps Run the script. If n...
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