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# Skill 仓库 描述 安装量
9251 team-workflow owl-listener/designer-skills
Team Workflow You are an expert in designing efficient design team workflows and collaboration practices. What You Do You design workflows that help design teams collaborate effectively, manage work, and deliver quality. Workflow Components Task Management How work is tracked (boards, tickets, sprints) Status definitions (backlog, in progress, in review, done) Priority levels and how they are assigned Capacity planning and workload balancing Collaboration Rituals Standup (daily/async): What are ...
1.2K
9252 north-star-vision owl-listener/designer-skills
North Star Vision You are an expert in articulating inspiring product visions that unite teams and guide direction. What You Do You help teams define a north-star vision — a compelling future state that inspires alignment and guides trade-offs. Vision Components Vision Statement — Who, what experience, why it matters (one sentence) Design Pillars — 3-5 strategic focus areas defining differentiators Vision Scenarios — Concrete narrative stories of the future experience Success Criteria — Qualitat...
1.2K
9253 interview-script owl-listener/designer-skills
Customer Interview Script Create a structured interview script that surfaces real insights, not just opinions. Follows "The Mom Test" principles — ask about their life, not your idea. Domain Context Customer interviews are one source in Stage 1 (Explore) of continuous discovery. Other sources: stakeholder interviews, usage analytics, data analytics, surveys, market trends, SEO/SEM analysis. The PM needs direct access to users, stakeholders, engineers, and designers — "without proxies." The Produ...
1.2K
9254 card-sort-analysis owl-listener/designer-skills
Card Sort Analysis Analyze card sorting results to inform information architecture decisions. Context You are a UX researcher analyzing card sort data for $ARGUMENTS. If the user provides files (card sort results, spreadsheets), read them first. Instructions Understand the study : Confirm methodology (open vs closed), number of participants, and card set. Analyze groupings : Identify common category patterns and naming conventions. Create a similarity matrix : Show how frequently items were grou...
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9255 diary-study-plan owl-listener/designer-skills
Diary Study Plan Design a longitudinal diary study to capture user behavior in context over time. Context You are a UX researcher designing a diary study for $ARGUMENTS. Instructions Define research goals : What longitudinal behaviors or experiences are you studying? Design the study : Duration : Recommended length (typically 1-4 weeks) Participants : 8-15 participants, screening criteria, compensation plan Entry prompts : Daily or event-triggered prompts (mix of structured and open-ended) Captu...
1.2K
9256 affinity-diagram owl-listener/designer-skills
Affinity Diagram Organize qualitative research data into themed clusters and insight statements. Context You are a UX researcher synthesizing qualitative data for $ARGUMENTS. If the user provides files (interview notes, observation data, survey responses), read them first. Instructions Extract data points : Pull individual observations, quotes, and notes from the raw data. Bottom-up clustering : Group related data points into natural clusters (do not start with predefined categories). Name each ...
1.2K
9257 metrics-definition owl-listener/designer-skills
Metrics Definition You are an expert in defining meaningful UX metrics that demonstrate design impact. What You Do You help teams define metrics connecting design work to measurable outcomes. Metric Categories Behavioral : Task completion, time on task, error rate, feature adoption Attitudinal : SUS, NPS, CSAT, perceived ease of use Business : Conversion, retention, support volume, onboarding completion Engagement : DAU/MAU, session duration, feature discovery, return visits HEART Framework Happ...
1.2K
9258 design-rationale owl-listener/designer-skills
Design Rationale You are an expert in articulating the reasoning behind design decisions. What You Do You write clear design rationale that connects decisions to evidence, principles, and goals. Rationale Structure 1. Decision What design decision was made? Be specific about what was chosen. 2. Context What problem or need prompted this decision? What constraints exist? 3. Options Considered What alternatives were explored? Brief description of each. 4. Evidence What informed the decision? User ...
1.2K
9259 test-scenario owl-listener/designer-skills
Test Scenario You are an expert in writing usability test scenarios that reveal genuine user behavior. What You Do You write test scenarios with realistic tasks, clear success criteria, and structured observation guides. Scenario Structure Context Setting Brief, realistic backstory that gives the participant a reason to act without leading them. Task Specific goal to accomplish. Action-oriented, not question-based. Avoids UI terminology that hints at the answer. Success Criteria Task completion ...
1.2K
9260 design-review-process owl-listener/designer-skills
Design Review Process You are an expert in establishing design review processes that maintain quality without slowing teams down. What You Do You create review processes with clear gates, criteria, and workflows that ensure design quality. Review Gates Gate 1: Concept Review Problem clearly defined User needs supported by research Multiple concepts explored Strategic alignment confirmed Stakeholder input gathered Gate 2: Design Review Visual design meets brand standards Interaction patterns are ...
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9261 design-sprint-plan owl-listener/designer-skills
Design Sprint Plan You are an expert in planning and facilitating design sprints. What You Do You plan structured design sprints that take teams from challenge to tested prototype in a focused timeframe. Sprint Structure (5-Day Classic) Day 1: Understand Define the challenge and sprint questions Expert interviews and lightning talks Map the user journey Choose a target area to focus on Day 2: Diverge Lightning demos of inspiration Individual sketching (Crazy 8s, solution sketches) Silent critiqu...
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9262 opportunity-framework owl-listener/designer-skills
Opportunity Framework You are an expert in identifying, evaluating, and prioritizing design opportunities. What You Do You help teams move from possible improvements to a prioritized roadmap. Opportunity Sources Research findings, analytics, competitive gaps, technology, stakeholder requests, support channels. Evaluation Frameworks Impact-Effort Matrix 2x2 grid: quick wins, strategic bets, fill-ins, deprioritize. RICE Scoring Reach, Impact (1-3), Confidence (%), Effort (person-weeks). Kano Model...
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9263 app-preview-video eronred/aso-skills
App Preview Video You are an App Store Preview video specialist. Your goal is to help the user produce up to 3 iOS App Previews (or 1 Play Store promo video) that lift product page conversion by 5–25%. Initial Assessment Check for app-marketing-context.md — read for app, audience, and core value Ask for the App ID and platform(s) — iOS, Android, or both Ask if they have existing screen recordings or need to capture fresh Ask for target conversion goal — install (top-of-funnel) or trial start (mi...
1.2K
9264 design-system-adoption owl-listener/designer-skills
Design System Adoption You are an expert in driving design system adoption across design and engineering teams. What You Do You create strategies and materials that help teams adopt and consistently use a design system. Adoption Strategy Awareness Launch announcements and demos Documentation site with search and examples Regular updates and changelog communication Showcase projects that use the system well Education Getting started guides for designers and developers Component usage guidelines w...
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9265 click-test-plan owl-listener/designer-skills
Click Test Plan You are an expert in designing click tests that evaluate findability and navigation clarity. What You Do You design first-click and click tests that measure whether users can find information and features. Test Types First-click test : Where do users click first for a given task? Click-path test : Full sequence of clicks to complete a task Navigation test : Can users find items using the nav structure? Five-second test : What do users remember after 5 seconds? Test Plan Structure...
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9266 version-control-strategy owl-listener/designer-skills
Version Control Strategy You are an expert in managing design file versions, component libraries, and design assets. What You Do You define strategies for versioning design work so teams can collaborate, track changes, and maintain consistency. What to Version Design files (Figma, Sketch, etc.) Component libraries Design tokens Icon sets and assets Documentation Versioning Approaches Design Files Named versions at key milestones (v1-exploration, v2-refinement, v3-final) Branch-based: main branch...
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9267 summarize-interview owl-listener/designer-skills
Summarize Customer Interview Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items. Context You are summarizing a customer interview for the product discovery of $ARGUMENTS . The user will provide an interview transcript — either as an attached file (text, PDF, audio transcription) or pasted directly. Read any attached files first. Instructions Read the full transcript carefully before summarizing. Fill in the summary template belo...
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9268 shipping-artifacts phuryn/pm-skills
Shipping Artifacts: The Docs That Make AI-Built Code Reviewable Purpose AI agents write code fast, but they leave no durable record of intent — what the system is supposed to do, who is allowed to do what, where the secrets live, which rules are actually verified. Without that record, no human (and no auditing agent) can tell whether the code is safe to ship. This skill defines the small set of documents that restore reviewability. These docs live in documentation/ at the repo root and are writt...
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9269 testing-setup android/skills
Step 1: analyze the current testing setup To understand the testing setup of an existing project, look for these dependencies in the libs.versions.toml file, or build files: Show more Installs 910 Repository android/skills GitHub Stars 6.7K First Seen May 15, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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9270 naver-ad-performance nomadamas/k-skill
naver-ad-performance 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 naver-ad-performance 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 naver-ad-performance If npx is unavailable, install Node.js 18+ or follow h...
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9271 migrate-mstest-v1v2-to-v3 dotnet/skills
MSTest v1/v2 -> v3 Migration Migrate a test project from MSTest v1 (assembly references) or MSTest v2 (NuGet 1.x-2.x) to MSTest v3. MSTest v3 is not binary compatible with v1/v2 -- libraries compiled against v1/v2 must be recompiled. When to Use Project references Microsoft.VisualStudio.QualityTools.UnitTestFramework.dll (MSTest v1) Project uses MSTest.TestFramework / MSTest.TestAdapter NuGet 1.x or 2.x Resolving build errors after updating MSTest packages from v1/v2 to v3 -- including when the ...
1.2K
9272 google-cloud-solution-guided-gke-ai-migration google/skills
Migrate AI Workloads to GKE Inference This skill guides agents through the end-to-end process of migrating existing AI inference workloads (e.g., from Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted inference on Google Kubernetes Engine (GKE). The agent will act as an interactive architect, using a structured 4-phase workflow to discover requirements, design a Google Cloud-native solution, execute the implementation using gcloud and kubectl , and validate the deployment. ...
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9273 parabolic-short-trade-planner tradermonty/claude-trading-skills
Overview Generate Qullamaggie-style Parabolic Short watchlists and conditional pre-market plans for US equities. The skill never sends orders. It emits JSON + Markdown that a human reviews against their broker before entry. Three phases: Show more Installs 858 Repository tradermonty/cla…g-skills GitHub Stars 2.6K First Seen May 2, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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9274 automate-me cursor/plugins
Automate me A guided flow for turning the user's working conventions into a skill agents will follow. The output is one -mode skill tailored to them (e.g. jay-mode , priya-mode ). This skill orchestrates three others: an inline mining pass (see step 1), Cursor's built-in create-skill (authoring), and the unslop skill (prose discipline). It sequences them; it doesn't replace them. Flow 0. Check for an existing skill Look recursively for .cursor/skills//*-mode/SKILL.md and ~/.cursor/skills/*-mode/...
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9275 cursor-delegate amelnagdy/delegate-skills
Cursor Delegate You are the orchestrator . Hand a bounded coding task to a separate implementer — the Cursor Agent CLI — then review what it produced and land it yourself. You write the brief and own the judgment; Cursor does the typing in its own session; you verify and commit. The loop needs only a shell command 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. The cursor-agent CLI is n...
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9276 react-flow existential-birds/beagle
React Flow (@xyflow/react) is a library for building node-based graphs, workflow editors, and interactive diagrams. It provides a highly customizable framework for creating visual programming interfaces, process flows, and network visualizations. Quick Start Installation ``` pnpm add @xyflow/react ``` Basic Setup ``` import { ReactFlow, Node, Edge, Background, Controls, MiniMap } from '@xyflow/react'; import '@xyflow/react/dist/style.css'; const initialNodes: Node[] = [ { id: '1'...
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9277 context-engineering neolabhq/context-engineering-kit
Context Engineering Overview Feed agents the right information at the right time. Context is the single biggest lever for agent output quality — too little and the agent hallucinates, too much and it loses focus. Context engineering is the practice of deliberately curating what the agent sees, when it sees it, and how it's structured. When to Use Starting a new coding session Agent output quality is declining (wrong patterns, hallucinated APIs, ignoring conventions) Switching between different p...
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9278 play-billing-library-version-upgrade android/skills
Phase 0: Intent Message Reporting Action : Before proceeding, immediately tell the user: "I will upgrade Play Billing Library to the latest version." Phase 1: Discovery & Situational Awareness Primary Check (Build Version) : Locate the project's billing dependency (e.g., com.android.billingclient:billing ) in build.gradle , build.gradle.kts , or libs.versions.toml . Initial Compilation Test : Attempt to sync and build the project immediately. Fallback Discovery (Effective Version) : Trigger : On...
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9279 migrate-mstest-v3-to-v4 dotnet/skills
MSTest v3 -> v4 Migration Migrate a test project from MSTest v3 to MSTest v4. The outcome is a project using MSTest v4 that builds cleanly, passes tests, and accounts for every source-incompatible and behavioral change. MSTest v4 is not binary compatible with MSTest v3 -- any library compiled against v3 must be recompiled against v4. When to Use Upgrading MSTest.TestFramework , MSTest.TestAdapter , or MSTest metapackage from 3.x to 4.x Upgrading MSTest.Sdk from 3.x to 4.x Fixing build errors aft...
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9280 migrate-xunit-to-xunit-v3 dotnet/skills
xunit.v3 Migration Migrate .NET test projects from xUnit.net v2 to xUnit.net v3. The outcome is a solution where all test projects reference xunit.v3.* packages, compiles cleanly, and all tests pass with the same results as before migration. When to Use Upgrading test projects from xunit (v2) packages to xunit.v3 Resolving compilation errors after updating xunit package references to v3 When Not to Use Migrating between test frameworks (e.g., MSTest or NUnit to xUnit.net) — different effort enti...
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9281 test-smell-detection dotnet/skills
Test Smell Detection Deep formal audit of test code in any supported language using an academic test smell taxonomy. Detects symptoms of bad design or implementation decisions that make tests harder to understand, more fragile, less effective at catching bugs, or more expensive to maintain. Produces a severity-ranked report with specific locations and actionable fixes. Language-specific guidance : Call the test-analysis-extensions skill to discover available extension files, then read the file m...
1.2K
9282 principle-migrate-callers-then-delete-legacy-apis cursor/plugins
Migrate Callers Then Delete Legacy APIs When we decide a new API is the right design, migrate callers and remove the old API in the same refactor wave instead of preserving compatibility layers. Rule: Do not keep legacy API paths alive only because internal callers still exist Inventory callers, migrate them, and delete the old API immediately Treat temporary adapters as exceptional and time-boxed, not default architecture Update tests to assert the new contract, and delete tests that only prote...
1.2K
9283 capacitor-plugins capawesome-team/skills
Capacitor Plugins Directory This skill covers both official Capacitor packages and the broader Capgo plugin ecosystem. When to Use This Skill User asks "which plugin should I use for X?" User needs native functionality (camera, biometrics, payments, etc.) User is building a new Capacitor feature User wants to compare plugin options Decision Process Step 1: Check for an Official Capacitor Package First If the feature exists in the official Capacitor package set, use that as the default recommenda...
1.2K
9284 geomaster k-dense-ai/scientific-agent-skills
GeoMaster Comprehensive geospatial science skill covering GIS, remote sensing, spatial analysis, and ML for Earth observation across 70+ topics with 500+ code examples in 8 programming languages. Installation Core Python stack (conda recommended) conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas Remote sensing & ML uv pip install rsgislib torchgeo earthengine-api uv pip install scikit-learn xgboost torch-geometric Network & visualization uv pip install osmnx networkx f...
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9285 core-dynamic-skills actionbook/rust-skills
Dynamic Skills Manager Version: 2.1.0 | Last Updated: 2025-01-27 Orchestrates on-demand generation of crate-specific skills based on project dependencies. Concept Dynamic skills are: Generated locally at ~/.claude/skills/ Based on Cargo.toml dependencies Created using llms.txt from docs.rs Versioned and updatable Not committed to the rust-skills repository Trigger Scenarios Prompt-on-Open Show more Installs 895 Repository actionbook/rust-skills GitHub Stars 1.4K First Seen May 12, 2026 Security ...
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9286 qwencloud-text qwencloud/qwencloud-ai
Agent setup : If your agent doesn't auto-load skills (e.g. Claude Code), see agent-compatibility.md once per session. Qwen Text Chat (OpenAI-Compatible) Generate text, conduct conversations, write code, and invoke tools using Qwen models through the OpenAI-compatible API. This skill is part of qwencloud/qwencloud-ai . Skill directory Use this skill's internal files to execute and learn. Load reference files on demand when the default path fails or you need details. Show more Installs 892 Reposit...
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9287 korean-holiday-calendar nomadamas/k-skill
korean-holiday-calendar 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 korean-holiday-calendar 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 korean-holiday-calendar If npx is unavailable, install Node.js 18+ or...
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9288 reflect cursor/plugins
Reflect Mine the current conversation for durable learnings, then route them into skill edits. When to invoke The user said "reflect" or "/reflect". A complex task (5+ tool calls) just landed cleanly and the recipe is worth keeping. The agent hit dead ends, found the working path, and the path generalizes. The user corrected the agent's approach mid-task. A non-trivial workflow emerged that isn't captured anywhere. Skip when the conversation is trivial, off-topic, or already covered by an existi...
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9289 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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9290 clinical-reports k-dense-ai/scientific-agent-skills
Clinical Report Writing Overview Clinical report writing is the process of documenting medical information with precision, accuracy, and compliance with regulatory standards. This skill covers four major categories of clinical reports: case reports for journal publication, diagnostic reports for clinical practice, clinical trial reports for regulatory submission, and patient documentation for medical records. Apply this skill for healthcare documentation, research dissemination, and regulatory c...
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9291 bioservices k-dense-ai/scientific-agent-skills
BioServices Overview BioServices is a Python package providing programmatic access to approximately 40 bioinformatics web services and databases. Retrieve biological data, perform cross-database queries, map identifiers, analyze sequences, and integrate multiple biological resources in Python workflows. The package handles both REST and SOAP/WSDL protocols transparently. When to Use This Skill This skill should be used when: Retrieving protein sequences, annotations, or structures from UniProt, ...
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9292 anndata k-dense-ai/scientific-agent-skills
AnnData Overview AnnData is a Python package for handling annotated data matrices, storing experimental measurements (X) alongside observation metadata (obs), variable metadata (var), and multi-dimensional annotations (obsm, varm, obsp, varp, uns). Originally designed for single-cell genomics through Scanpy, it now serves as a general-purpose framework for any annotated data requiring efficient storage, manipulation, and analysis. When to Use This Skill Use this skill when: Creating, reading, or...
1.2K
9293 qwencloud-update-check qwencloud/qwencloud-ai
Qwen Update Checker Automatic version checker for the qwencloud/qwencloud-ai skill pack. Compares the locally installed version against the latest release on GitHub and notifies the user when an update is available. This skill is referenced by all other qwencloud/qwencloud-ai. When any skill runs, it checks if this skill is installed and delegates version checking here. How It Works Reads the installed version from version.json (the version field bundled with this skill). Fetches the latest vers...
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9294 assembly-bill-vote-search nomadamas/k-skill
assembly-bill-vote-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 assembly-bill-vote-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 assembly-bill-vote-search If npx is unavailable, install Node.js ...
1.2K
9295 nhis-care-checkup-search nomadamas/k-skill
nhis-care-checkup-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 nhis-care-checkup-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 nhis-care-checkup-search If npx is unavailable, install Node.js 18+...
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9296 datasources-provisioning grafana/skills
Workflow 1. Ask the starting point: from scratch, or from an existing data source? Ask this before anything else (skip only if the user already made it clear): From scratch — the user names a plugin type to provision → continue with step 2. From an existing data source in a running instance → jump to Convert an existing data source , then return to step 6. 2. Resolve the full plugin id Provisioning needs the canonical plugin id ( <org>-<name>-datasource ), not the short name a user might say. Sh...
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9297 styles android/skills
Limitations Warn the user that this skill is EXPERIMENTAL and requires updating to alpha version of Compose and opting in to the Experimental APIs. This skill only supports custom UI components and custom themes. This skill does not support Material Design component Styles. Prerequisites 1. Upgrade dependencies The project must use compileSdk version 37 or higher. The project must use androidx.compose.foundation:foundation version 1.12.0-alpha01 or higher. Alternatively, the project must use Com...
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9298 template-validation dotnet/skills
Template Validation This skill helps validate custom dotnet new templates for correctness before publishing. It encodes the validation rules that catch common authoring mistakes — issues that cause templates to silently fail, produce broken projects, or not appear in dotnet new list . When to Use User asks to check or validate a template.json file User reports "my template doesn't show up after installing" User wants to review a template before packaging and publishing to NuGet User encounters u...
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9299 principle-separate-before-serializing-shared-state cursor/plugins
Separate Before Serializing Shared State When concurrent actors might share mutable state, first ask whether they truly need the same mutable object. If not, eliminate the sharing. When sharing is real, enforce serialization structurally: lockfiles, sequential phases, exclusive ownership. Instructions and conventions are not concurrency control. Why: Concurrent writes to shared state create race conditions that are intermittent, hard to reproduce, and expensive to debug. Telling agents or gorout...
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9300 principle-outcome-oriented-execution cursor/plugins
Outcome-Oriented Execution Optimize for the intended, verifiable end state rather than preserving smooth intermediate states. Why: Keeping every intermediate step fully stable often creates temporary compatibility code that becomes long-lived debt. Converge on the target architecture and prove correctness at explicit verification boundaries. Core rule: Prioritize end-state integrity over transitional stability Intermediate breakage is acceptable when it is planned, scoped, and reversible Always ...
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