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# Skill 仓库 描述 安装量
7901 spark-training-gotchas wshobson/agents
Spark Training Gotchas DGX Spark's GB10 chip (Grace Blackwell, SM121, 128GB unified memory, aarch64) has ten recurring failure modes across launch, memory, thermals, bandwidth, and precision. Each is named G1–G10 so it can be checked by number — the numbering is load-bearing for tooling that runs these checks. Read this before a long run, not after hour six. When to Use This Skill A training run fails to start, with an import error or a segfault that doesn't point at the real cause. A run OOMs w...
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7902 spark-memory-thermal-ops wshobson/agents
Spark Memory & Thermal Ops DGX Spark's GB10 chip has one 128GB unified memory (UMA) pool shared by CPU and GPU, and a sustained power ceiling well below its rated figure. Both break discrete-GPU assumptions: headroom isn't what nvidia-smi reports, and a run that starts fast will slow down mid-job with nothing misconfigured. This skill covers planning memory headroom, working an actual OOM, and watching thermals across a long job. For launch-time failure modes (ABI mismatches, flash-attn, playboo...
 2.2K
7903 pptx-slide-specification wshobson/agents
PPTX Slide Specification Author final coordinates directly in layout_tree . No renderer may decide placement, shrink text, or infer layout after the audit. Required contract The root JSON contains summary and slides . Every slide has a stable id , a message-led title , an accessibility reading order, and a complete layout_tree . A layout tree declares slide size, root group, id-keyed groups and objects, final inch bboxes, styles, z-indexes, and classifications. Every meaningful object has id , k...
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7904 spark-environment-setup wshobson/agents
Spark Environment Setup DGX Spark ships a GB10 Grace Blackwell chip: aarch64 CPU, SM121 GPU, 128GB unified memory, CUDA 13. This is a narrower and younger platform than a standard x86 CUDA 12 box, so package selection and ABI matching matter more than usual — the wheel ecosystem for aarch64 + CUDA 13 is still filling in. When to Use This Skill Setting up a fresh Spark box for training or inference. Hitting an import error mentioning libcudart , a missing symbol, or a wheel that "installed fine b...
 2.2K
7905 pptx-deck-context wshobson/agents
PPTX Deck Context Prepare the deck before coordinates or PPTX objects are authored. This skill owns the business narrative, source lineage, and design lock. Decision sequence Confirm audience, decision, slide count, language, sources, and brand requirements. Use the user-selected narrative framework. If none is specified, offer mckinsey , scqa , pyramid , mece , action-title , assertion-evidence , exec-summary-first , or custom ; do not choose silently. Assign stable source IDs and plan a source...
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7906 comps-analysis anthropics/financial-services
Comparable Company Analysis ⚠️ CRITICAL: Data Source Priority (READ FIRST) ALWAYS follow this data source hierarchy: FIRST: Check for MCP data sources - If S&P Kensho MCP, FactSet MCP, or Daloopa MCP are available, use them exclusively for financial and trading information DO NOT use web search if the above MCP data sources are available ONLY if MCPs are unavailable: Then use Bloomberg Terminal, SEC EDGAR filings, or other institutional sources NEVER use web search as a primary data source - it ...
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7907 pptx-visual-assets wshobson/agents
PPTX Visual Assets Use visual assets to support a slide's message, never to flatten or replace editable content. Workflow Select the asset type only when it improves comprehension: icon, image, SVG, diagram, or infographic. Confirm the local asset path, source, usage rights, and concise alt text before placement. Add the asset with a final inch bbox, deliberate z-index, and content or layout_design classification. Preserve aspect ratio and check that no asset covers readable text or leaves essen...
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7908 pptx-reference-deck-analysis wshobson/agents
PPTX Reference Deck Analysis Inspect a reference deck as design evidence. This skill never copies, clones, or mutates a source deck. Contract Implement required extraction on demand with a small task-local python-pptx script. Capture only the information required for the new deck: compact prompt context: slide count and size, text summaries, shape counts, styles, brand signals, template use, and layout rhythm; full extraction: summary , slides, and read-only layout_tree evidence; folder diagnost...
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7909 pptx-quality-gates wshobson/agents
PPTX Quality Gates Use this skill before delivering a generated PPTX. Treat deterministic failures as repair work, not exceptions. Workflow Confirm the spec, builder, PPTX, source manifest, and audit paths. Apply references/audit-checklist.md to the coordinate contract before building. Reopen the PPTX and compare slide count, actual bounds, hidden slides, and requested geometry with the layout tree. For production decks, run pptx-reference-deck-analysis/scripts/validate_package.py and save the J...
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7910 modern-csharp-coding-standards aaronontheweb/dotnet-skills
Use this skill when: - Writing new C code or refactoring existing code - Designing public APIs for libraries or services - Optimizing performance-critical code paths - Implementing domain models with strong typing - Building async/await-heavy applications - Working with binary data, buffers, or high-throughput scenarios Core Principles - Immutability by Default - Use `record` types and `init`-only properties - Type Safety - Leverage nullable reference types and value objects - Modern ...
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7911 scientific-visualization k-dense-ai/scientific-agent-skills
Scientific Visualization Build figures that preserve scientific meaning before optimizing appearance. Separate universal principles from dated publisher rules, preserve raw data and transformations, use color redundantly, and inspect delivered files rather than trusting plotting defaults. Non-negotiable guardrails Never alter, hide, invent, or selectively enhance data to improve a figure. Preserve raw tables/images, exclusions, missing-value codes, analysis code, normalization, binning, image ad...
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7912 substance-3d-texturing freshtechbro/claudedesignskills
Substance 3D Texturing Overview Master PBR (Physically Based Rendering) texture creation and export workflows for web and real-time engines. This skill covers Substance 3D Painter workflows from material creation through web-optimized texture export, with Python automation for batch processing and integration with WebGL/WebGPU engines. Key capabilities: PBR material authoring (metallic/roughness workflow) Web-optimized texture export (glTF, Three.js, Babylon.js) Python API automation for batch e...
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7913 prompt-videos replicate/skills
Prompting video models on Replicate Distilled from Replicate's blog posts on prompting video models (2025-2026). Techniques are model-agnostic and focus on transferable principles. Choose a model with the API, not from memory This skill describes general prompting techniques. To choose a model, use the find-models skill and query the Replicate API. The video model landscape changes weekly. Don't assume specific models exist or are still state-of-the-art based on names you've seen before. Always ...
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7914 verify-openspec-docs fission-ai/openspec
Verify OpenSpec docs Check finished docs prose against reality. The point of a fresh context is that the reviewer hasn't watched the prose get written, so it can't be talked into the author's assumptions. This skill runs only when the user asks for it. Drafting is owned by write-openspec-docs ; don't invoke this from inside a drafting session unless the user requests a verification pass. Scope the run Confirm the target: a page, one section, or a list of changed claims. If invoked without a tar...
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7915 write-openspec-docs fission-ai/openspec
Write OpenSpec docs You are now writing OpenSpec's user docs. Read writing.md ; it is the style authority for everything drafted here. The short version, in effect immediately: A page is a retrieval surface, not an essay. Structure decides whether the reader finds the answer; prose only decides how it reads. Open every section with the answer, never a running story. Choose the page type before the outline. Guides follow the reader's task; reference mirrors the product's structure and uses exact ...
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7916 qianwen-find-skills qianwen-ai/qianwen-ai
QianWen Find Skills Discover Agent Skills from QianWen with the native QianWen CLI. Search from the local category vocabulary, then return a short evidence-based recommendation. Skill directory Location Purpose references/categories.md Category index and links to per-category keyword dictionaries Authorization and data safety Show more Installs 968 Repository qianwen-ai/qianwen-ai GitHub Stars 87 First Seen Aug 13, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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7917 ci-cd codewithmukesh/dotnet-claude-kit
CI/CD Core Principles Pipeline as code — YAML pipelines committed to the repo. No click-ops in the UI. Fast feedback — Build and test on every push. Cache NuGet packages. Fail fast. Build once, deploy many — Build the artifact once, promote it through environments (dev → staging → production). Never skip tests — Tests gate the pipeline. No deployment without passing tests. Patterns GitHub Actions — Build + Test .github/workflows/ci.yml name : CI Show more Installs 1.1K Repository codewithmukesh...
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7918 minimal-api codewithmukesh/dotnet-claude-kit
Minimal APIs (.NET 10) Core Principles Minimal APIs are the default — Use controllers only when migrating legacy code. Minimal APIs are lighter, faster, and compose well with any architecture style. Group endpoints with MapGroup — Never scatter individual MapGet / MapPost calls in Program.cs . Group related endpoints together. Use TypedResults for OpenAPI — TypedResults.Ok(value) gives you compile-time type safety AND correct OpenAPI documentation. Results.Ok(value) does not. Metadata over comme...
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7919 resilience codewithmukesh/dotnet-claude-kit
Resilience Core Principles Polly v8 resilience pipelines, not v7 policies — Polly v8 replaced Policy with ResiliencePipeline . Never use PolicyBuilder , Policy.Handle<>() , or ISyncPolicy . The new API is composable, type-safe, and integrates natively with IHttpClientFactory . Configure via AddResilienceHandler , not manual wrapping — For HTTP calls, use Microsoft.Extensions.Http.Resilience which adds pipelines directly to HttpClient via DI. No manual ExecuteAsync wrapping. Compose strategies, d...
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7920 dependency-injection codewithmukesh/dotnet-claude-kit
Dependency Injection Core Principles Constructor injection is the default — Inject dependencies through the constructor (primary constructors make this clean). No service locator, no property injection. Match lifetimes carefully — A singleton must never depend on a scoped or transient service. This is the most common DI bug. Register interfaces, resolve interfaces — Register services.AddScoped<IOrderService, OrderService>() , not the concrete type. Keyed services for strategy pattern — .NET 8+ k...
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7921 authentication codewithmukesh/dotnet-claude-kit
Authentication Implement authentication flows on iOS using the AuthenticationServices framework, including Sign in with Apple, OAuth/third-party web auth, Password AutoFill, and biometric authentication. Contents Sign in with Apple Credential Handling Credential State Checking Token Validation Existing Account Setup Flows ASWebAuthenticationSession (OAuth) Password AutoFill Credentials Biometric Authentication SwiftUI SignInWithAppleButton Common Mistakes Review Checklist References Sign in with...
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7922 httpclient-factory codewithmukesh/dotnet-claude-kit
HttpClient Factory Core Principles Never new HttpClient() per request — Raw HttpClient creation causes socket exhaustion under load and ignores DNS changes. Use IHttpClientFactory to manage handler lifetimes. Keyed clients over typed clients — Keyed DI ( .AddAsKeyed() ) is the recommended pattern in .NET 10. Typed clients captured in singletons silently break handler rotation. Resilience is not optional — Every external HTTP call needs retry, circuit breaker, and timeout. AddStandardResilienceHa...
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7923 logging codewithmukesh/dotnet-claude-kit
Logging & Observability Core Principles Structured logging with Serilog — Every log entry is a structured event with named properties, not a formatted string. This enables searching, filtering, and alerting. All setup (two-stage bootstrap, AddSerilog() , sinks, enrichers) lives in the serilog skill — that skill's AddSerilog() -over- UseSerilog() guidance is canonical. OpenTelemetry for distributed tracing — Traces connect requests across services; metrics track system health over time. Full setu...
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7924 de-sloppify codewithmukesh/dotnet-claude-kit
/de-sloppify — 7-Step Cleanup Pipeline What Runs an ordered, verified cleanup pipeline over a .NET codebase. Order matters: formatting first (it touches every file — get the churn out of the way before anything else), dead code late (earlier steps reveal it). Random cleanup misses things and creates merge conflicts; the pipeline doesn't. Three rules make it safe: Verify after each step — dotnet build + dotnet test between steps. A cleanup that breaks something is worse than the mess it was fixin...
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7925 project-structure codewithmukesh/dotnet-claude-kit
Project Structure Core Principles Central package management — Use Directory.Packages.props to manage NuGet package versions in one place. No version numbers in individual .csproj files. Shared build properties — Use Directory.Build.props for common settings (target framework, nullable, implicit usings). Don't repeat in every project. .slnx for solutions — The new XML-based solution format is cleaner and more merge-friendly than the legacy .sln format. src/tests separation — Source projects in s...
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7926 messaging codewithmukesh/dotnet-claude-kit
Messaging Core Principles Wolverine is the recommended default — MIT licensed, combines mediator + messaging in one library with built-in outbox, saga support, and convention-based handlers. MassTransit is an alternative but requires a commercial license from v9. Outbox pattern for reliability — Always use the transactional outbox to ensure messages are published only when the database transaction succeeds. Choreography for simple flows, saga for complex — If a workflow has 2-3 steps, use event ...
 2.2K
7927 scalar codewithmukesh/dotnet-claude-kit
Scalar Core Principles Scalar replaces Swagger UI — Scalar is the recommended API documentation UI for .NET 10. Faster rendering, built-in dark mode, code generation for dozens of languages, and full OpenAPI 3.1 support. Development only by default — Wrap MapScalarApiReference() in an IsDevelopment() check. API documentation exposes internal structure. If needed in production, add authorization. Disable the proxy for sensitive APIs — Scalar's "Try It" feature routes through proxy.scalar.com by d...
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7928 openapi codewithmukesh/dotnet-claude-kit
OpenAPI Core Principles Built-in, not Swashbuckle — .NET 10 ships Microsoft.AspNetCore.OpenApi as the official, framework-maintained OpenAPI solution. Swashbuckle was removed from templates in .NET 9 and is no longer recommended. TypedResults drive the schema — TypedResults.Ok<T>() automatically generates correct OpenAPI response schemas. Results.Ok() does not. Always use TypedResults . Transformers over workarounds — Document, operation, and schema transformers compose cleanly. Use them for sec...
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7929 configuration codewithmukesh/dotnet-claude-kit
Configuration Core Principles Options pattern always — Never read IConfiguration directly in services. Bind configuration sections to strongly-typed classes with validation. Validate on startup — Use ValidateDataAnnotations() and ValidateOnStart() to catch misconfiguration before the first request. Secrets never in source — Use user secrets in development, Azure Key Vault or environment variables in production. Never commit secrets to git. Configuration layering — appsettings.json → appsettings....
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7930 improve-claude-md humanlayer/skills
When the user provides a CLAUDE.md file (or asks you to improve one), rewrite it following the principles and structure below. Core Problem Claude Code injects a system reminder with every CLAUDE.md that says: "this context may or may not be relevant to your tasks. You should not respond to this context unless it is highly relevant to your task." This means Claude will ignore parts of your CLAUDE.md it deems irrelevant. The more content that isn't applicable to the current task, the more likely ...
 2.2K
7931 visual-pr humanlayer/skills
Describe a Pull Request Create or update the pull request for the current task with a concise description that helps a reviewer understand why the change exists and the shape of the implementation. Workflow Read the description template: Read({SKILLBASE}/references/pr_description_template.md) Identify or create the pull request: Check the current branch for a PR with gh pr view --json url,number,title,state,baseRefName,headRefName 2>/dev/null . If no PR exists, inspect git status --short --branc...
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7932 draft-openspec-docs fission-ai/openspec
Draft OpenSpec docs (scratch-plan workflow) You are shaping a docs page with the user in the loop. The page is planned and reviewed inside the page itself, then drafted one section at a time. Load write-openspec-docs (the style authority) and no-ai-slop before drafting anything. 1. Set up the scratch section Strip the page to its title and > goal line, then add a working section below them: Scratch: page plan (delete before publish) Purpose Structure Purpose : 3-5 dot points. Who the reader i...
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7933 qianwen-payment qianwen-ai/qianwen-ai
QianWen Payment Check account balance and open the official recharge page via the QianWen CLI. Security Boundary [!CAUTION] This skill NEVER completes any fund operation inside the conversation. Recharge is only completed by the user on the official page opened by the CLI. Before running qianwen billing balance recharge , you MUST, in order: Show the user their current balance ( qianwen billing balance summary --format json ) Explain that the recharge command will attempt to open the official re...
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7934 health-check codewithmukesh/dotnet-claude-kit
/health-check — 8-Dimension Project Assessment What Runs a data-driven health assessment across 8 dimensions, each graded A-F with the specific data points that produced the grade, and rolls them into a GPA. Gut feeling is not a grade: every dimension uses MCP tools or CLI commands, and every grade below A comes with specific, prioritized, effort-estimated fixes — "add test classes for OrderService, PaymentProcessor, ShippingCalculator" is actionable; "improve test coverage" is not. This skill o...
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7935 opentelemetry codewithmukesh/dotnet-claude-kit
No SKILL.md available for this skill. View on GitHub Installs 629 Repository grafana/skills GitHub Stars 123 First Seen Apr 14, 2026
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7936 api-versioning codewithmukesh/dotnet-claude-kit
API Versioning Core Principles Version from day one — Adding versioning later is painful. Start with a version in the URL even if you only have v1. URL segment versioning is the default — /api/v1/orders is the most discoverable and cache-friendly strategy. Never break existing versions — Add a new version for breaking changes. Deprecate the old version with a timeline. Version the API, not individual endpoints — All endpoints in a version group share the same version number. Patterns Setup with ...
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7937 caching codewithmukesh/dotnet-claude-kit
Caching Core Principles HybridCache is the default — .NET 9+ introduced HybridCache as the unified caching abstraction. It combines in-memory (L1) and distributed (L2) caching with stampede protection. See ADR-004. Cache reads, not writes — Cache GET operations. Invalidate on mutations. Never cache POST/PUT/DELETE responses. Output caching for entire responses — When the full HTTP response can be cached (public APIs, static data), use output caching middleware. Set explicit TTLs — Every cached i...
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7938 workflow-mastery codewithmukesh/dotnet-claude-kit
Workflow Mastery for .NET Core Principles Parallel over sequential — Run 3-5 Claude sessions simultaneously using git worktrees. Build a feature in one, fix a bug in another, run tests in a third. The single biggest productivity unlock. Plan then execute — For any non-trivial task, start in plan mode, iterate until the plan is bulletproof, then switch to auto-accept. A good plan means Claude 1-shots the implementation. Verification closes the loop — Give Claude a way to prove its work: dotnet bu...
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7939 convention-learner codewithmukesh/dotnet-claude-kit
Convention Learner Core Principles Observe before enforcing — Never impose conventions without first analyzing the existing codebase. A project with 200 internal sealed class handlers should not get a new public class handler. Detect first, then match. Project conventions override generic rules — If the project uses *Service instead of *Handler , follow the project's convention even if the kit default is different. Explicit .editorconfig and Directory.Build.props rules always win. Use MCP tools ...
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7940 project-setup codewithmukesh/dotnet-claude-kit
Project Setup — Tech-Stack Advisor This skill owns one thing: the kit's recommended tech-stack defaults and why. The workflows that consume it live elsewhere: Initializing a project / generating CLAUDE.md → dotnet-init (interactive flow, architecture questionnaire, CLAUDE.md generation) Assessing an existing codebase → health-check (the canonical 8-dimension graded assessment) EF Core schema, NuGet, or .NET version migrations → migrate Choosing an architecture → architecture-advisor (always ask ...
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7941 instinct-system codewithmukesh/dotnet-claude-kit
Instinct System One learning system, three tiers. Every signal Claude receives during work — an observed pattern, a user correction, a surprising discovery — routes to exactly one store. Core Principles Three tiers, one routing decision — Instincts are unconfirmed hypotheses ( .claude/instincts.md ). Corrections are user-confirmed rules ( MEMORY.md ). Discoveries are insights that explain the world ( .claude/learning-log.md ). Rules prescribe behavior; insights describe it; instincts are rules-i...
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7942 aspire codewithmukesh/dotnet-claude-kit
Aspire — Polyglot Distributed-App Orchestration Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell. Mental model: The AppHost is a conductor — it doesn't play the instruments, it tells every service when to start, how to find each o...
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7943 container-publish codewithmukesh/dotnet-claude-kit
Container Publishing (No Dockerfile) Core Principles No Dockerfile needed — The .NET 10 SDK builds OCI-compliant container images directly from dotnet publish /t:PublishContainer . No Dockerfile to write or maintain. Chiseled images for production — Use noble-chiseled base images: no shell, no package manager, 7 Linux components vs 100+. Smallest attack surface. Non-root by default — .NET 10 container images run as the app user automatically. Never override to root in production. Configuration i...
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7944 dx-devops-pipeline-manage forcedotcom/sf-skills
DevOps Center Pipeline Management Manages the complete pipeline lifecycle in DevOps Center — from creation against a repository, through stage and environment configuration and project attachment, to activation of a ready-to-promote release pipeline. Provides headless CLI-driven operations for autonomous release workflows. Scope In scope : List pipelines, get pipeline details, create a pipeline (linked to an existing or new Git repo), add/delete/rename stages, add/delete Salesforce environments ...
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7945 ast-grep-outline ast-grep/agent-skill
Use ast-grep outline ast-grep outline prints a compact structural map of source code with line numbers: top-level items (imports, functions, classes, structs, interfaces, modules, enums) and their direct members (fields, methods, constructors, enum variants). It is a local, syntax-only view — cheap enough to run before any full file read. Read code in stages: find candidate files with search or file names, outline them, then open only the source range the outline points to. Defaults adapt to inp...
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7946 migrate-xunit-to-mstest dotnet/skills
xUnit -> MSTest Migration Convert xUnit.net v2 or v3 tests to MSTest v4 without changing the target framework or test platform. A successful migration builds, discovers the same tests, and preserves pass/fail results and execution semantics. Scope Use this skill only when the project contains xUnit packages or source and the user wants MSTest. If the project already uses MSTest and contains no xUnit tests, report that no framework migration is needed and make no changes. Do not combine this fram...
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7947 code-review codewithmukesh/dotnet-claude-kit
Two-axis review of the diff between HEAD and a fixed point the user supplies: Standards — does the code conform to this repo's documented coding standards? Spec — does the code faithfully implement the originating issue / PRD / spec? Both axes run as parallel sub-agents so they don't pollute each other's context, then this skill aggregates their findings. The issue tracker should have been provided to you — run /setup-matt-pocock-skills if docs/agents/issue-tracker.md is missing. Process 1. Pin ...
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7948 agentic-workflows dotnet/skills
Agentic Workflows Router Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository. This skill is a dispatcher: identify the task type, load the matching workflow prompt/skill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear. Repository overlay (optional): If .github/aw/instructions.md exists, load it with @.github/aw/instructions.md after loading the matched prompt/s...
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7949 barba-js freshtechbro/claudedesignskills
Barba.js Modern page transition library for creating fluid, smooth transitions between website pages. Barba.js makes multi-page websites feel like Single Page Applications (SPAs) by hijacking navigation and managing transitions without full page reloads. Overview Barba.js is a lightweight (7kb minified and compressed) JavaScript library that intercepts navigation between pages, fetches new content via AJAX, and smoothly transitions between old and new containers. It reduces page load delays and ...
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7950 verify codewithmukesh/dotnet-claude-kit
/verify -- 7-Phase Verification Pipeline What Runs a sequential, 7-phase verification pipeline that catches issues at every level -- from compiler errors to subtle antipatterns to formatting drift. Each phase produces an explicit PASS, WARN, or FAIL with details. "It looks fine" is not a verification result; a table of statuses is. Critical failures (Phase 1 build, Phase 4 tests) short-circuit the pipeline because later phases cannot produce meaningful results on broken code. The pipeline answer...
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