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Claude Skills by NVlabs
github.com/NVlabs1,342 skills6 installs400 views
- Simulation Failure TriageFirst-response triage for cross-code (LAMMPS/VASP/QE/MOOSE) simulation failures: classifies the failure signature (nonconvergence, NaN/Inf, exploding energy, unstable timestep, pressure blow-up, missing potentials/pseudopotentials, memory exhaustion, process crash/segfault, corrupted output, incomplete runs) and proposes a SAFE one-change-at-a-time RETRY LADDER with explicit STOP CONDITIONS, prioritizing evidence preservation. Use as the immediate first response to a failed or suspicious run....Votes: 0GitHub stars: 36
- Simulation OrchestratorOrchestrate multi-simulation campaigns — generate parameter sweep configurations (grid, linspace, or Latin Hypercube sampling), initialize and track batch job campaigns, monitor job completion status, and aggregate results with summary statistics across all runs. Use when running a parameter study across dt, kappa, or other simulation inputs, managing dozens or hundreds of simulation configurations, combining outputs from completed batch runs to find the best result, or automating the generat...Votes: 0GitHub stars: 36
- Simulation ValidatorValidate simulations across three stages — run pre-flight checks on configuration files (parameter ranges, required fields, disk space), monitor runtime logs for residual growth, NaN/Inf, and adaptive dt collapse, and perform post-flight validation of results (physical bounds, mass/energy conservation, convergence). Diagnose failed simulations with probable-cause analysis and recommended fixes. Use when preparing to launch a simulation, checking whether a running job is healthy, verifying tha...Votes: 0GitHub stars: 36
- Sitemap GeneratorGenerate XML sitemaps for SEO. Use when: creating sitemap for new site; updating sitemap after changes; generating sitemap from URLs list; validating existing sitemapVotes: 0GitHub stars: 36
- Skeptical TriageReusable 3-round self-challenge + arbiter pattern for filtering false positives from findings/verdicts. Use when the cost of a false-positive gate block exceeds the cost of ~4 extra LLM turns.Votes: 0GitHub stars: 36
- Skill GeneralizerUse when turning local, private, or personal Agent Skills into publishable skills for GitHub, marketplaces, teams, or public sharing, especially when private paths, personal habits, credentials, internal hosts, or user-specific context must be removed.Votes: 0GitHub stars: 36
- Skill MinerUse when mining coding-agent session history, archived transcripts, memories, or repeated local work to discover recurring workflows that should become new Agent Skills.Votes: 0GitHub stars: 36
- Skill OrchestratorRoute multi-step marketing, product, or business challenges to the right sequence of ClawFu skills. Recommends which frameworks to combine, in what order, with handoff outputs between steps. Use when: planning a product launch end-to-end, combining positioning + offers + launch skills, running a customer-validation sprint, creating a content strategy pipeline, deciding which skills to chain for a complex project, or orchestrating a sales-enablement playbook.Votes: 0GitHub stars: 36
- Skill PersonalizerUse when auditing or adapting newly created, downloaded, forked, installed, or community Agent Skills to the user's tools, habits, directories, session history, and preferred workflows, especially when triggers feel wrong, noisy, or too generic.Votes: 0GitHub stars: 36
- Skill Template<single-line 20-100 word description; include trigger keywords and do not use folded YAML>Votes: 0GitHub stars: 36
- Skyscraper TechniqueBuild high-quality backlinks systematically using Brian Dean's proven 3-step content marketing framework—find link-worthy content, make something 10x better, and reach out to the right people. Use when: **Build backlinks** to improve search rankings; **Create content** with pre-validated demand for links; **Outrank competitors** on specific topics; **Develop link-building campaigns** that actually work; **Promote new content** to relevant websitesVotes: 0GitHub stars: 36
- Sliding Time WindowGuides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media feed search', 'news search', 'log search with retention', or 'how to keep only last N months of data'.Votes: 0GitHub stars: 36
- Slurm Job Script GeneratorGenerate correct, copy-pasteable SLURM sbatch job scripts and sanity-check HPC resource requests — configure nodes, MPI tasks, OpenMP threads, memory (per-node or per-cpu), GPUs, walltime, partitions, modules, and environment variables, with automatic detection of conflicting directives and oversubscription. Use when preparing a SLURM submission script, deciding between pure MPI and hybrid MPI+OpenMP layouts, standardizing #SBATCH directives across a team, debugging why a job won't launch or ...Votes: 0GitHub stars: 36
- Social AnalyticsAnalyze social media profiles and engagement. Use when: auditing competitor social presence; calculating engagement rates; identifying top-performing content; tracking profile growth; benchmarking social metricsVotes: 0GitHub stars: 36
- Social ListeningMonitor social media and online mentions for brand sentiment, emerging issues, and conversation trendsVotes: 0GitHub stars: 36
- Solution InterviewTest if your solution actually solves the validated problem before building the full product. Master the art of showing concepts and prototypes to get honest feedback on solution fit. Use when: **After problem interviews** to test if your solution addresses validated problems; **Before building MVP** to validate core value proposition; **Prototype testing** to get feedback on concepts and mockups; **Feature validation** to test if new features solve real problems; **Pivoting** to test alterna...Votes: 0GitHub stars: 36
- Sonic BrandingBuild a complete audio identity for your brand using the 7-step methodology—from brand assessment through deployment—creating memorable sonic assets that drive recognition and trust. Use when: Creating audio branding for a new company; Refreshing outdated brand sounds; Developing audio guidelines for consistent usage; Planning sonic identity across touchpoints; Briefing agencies on audio branding projectsVotes: 0GitHub stars: 36
- Spark EngineerUse when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure executor memory, process .parquet files, handle data partitioning, or build structured streaming analytics.Votes: 0GitHub stars: 36
- SpecCreate, amend, or backprop bugs into SPEC.md at repo root. Sole mutator of the project spec. Triggers when the user asks to write a spec, start a new spec, distill a spec from existing code, add invariants, amend sections (§G, §C, §I, §V, §T, §B), or record a bug via backprop. Common phrasings: "write the spec for...", "new spec", "bug: ...", "amend §V.3", "distill spec from code", "spec this idea". Reads and follows FORMAT.md for the caveman encoding rules and pipe-table shape of §T and §B.Votes: 0GitHub stars: 36
- Spring Boot EngineerGenerates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints. Use when building Spring Boot 3.x applications, microservices, or reactive Java applications; invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration, Java REST API design, or Microservices Java architecture.Votes: 0GitHub stars: 36
- Sql ProOptimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregations, mentions database performance issues, or wants to design or migrate a schema. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis, covering index creation, recursive queries, EXPLAIN/ANALYZE interpretation, before/after query benchmarking, or migrating queries between data...Votes: 0GitHub stars: 36
- Sre EngineerDefines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for production systems. Use when defining SLIs/SLOs, managing error budgets, building reliable systems at scale, incident management, chaos engineering, toil reduction, or capacity planning.Votes: 0GitHub stars: 36
- StatusUse when the user asks about evolution progress, current scores, best version, how many iterations ran, or whether the loop is stagnating.Votes: 0GitHub stars: 36
- Storytelling StorybrandMaster Donald Miller's 7-part StoryBrand framework from \"Building a StoryBrand\" (2017). Clarify your message so customers actually listen. Use when: Creating or refining website messaging; Writing brand narratives and marketing copy; Building sales scripts and pitches; Clarifying confusing product positioning; Creating marketing one-linersVotes: 0GitHub stars: 36
- Stp FrameworkApply Segmentation, Targeting, and Positioning framework to identify market opportunities and craft differentiated positioningVotes: 0GitHub stars: 36
- SwarmclawDelegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell. Use when: (1) building new features or apps in a separate project, (2) reviewing PRs, (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit directly), reading code (use read/file tools), or work inside the SwarmClaw workspace itself.Votes: 0GitHub stars: 36
- Swarmclawai Swarmclaw Skills Nano PdfEdit or create PDFs with natural-language instructions using the nano-pdf CLI. Use when asked to make a PDF, edit a PDF, add pages, change text in a PDF, or convert content to PDF format.Votes: 0GitHub stars: 36
- Swarmclawai Swarmclaw Skills Resourceful Problem SolvingAlways-on guidance for solving tasks resourcefully. Teaches agents to escalate through skills, CLI tools, and custom scripts instead of refusing. Applies to any request where the agent lacks a dedicated tool.Votes: 0GitHub stars: 36
- Swarmclawai Swarmclaw Skills Skill CreatorCreate, edit, improve, or audit skills for SwarmClaw agents. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory. Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".Votes: 0GitHub stars: 36
- Swarmclawai Swarmclaw Skills SwarmvaultUse when working with a SwarmVault knowledge vault (raw/, wiki/, swarmvault.schema.md). Establishes schema-first conventions and prefers graph queries over broad search.Votes: 0GitHub stars: 36
- Swarmclawai Swarmclaw SwarmclawGitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: local git operations (use git directly), non-GitHub repos, or cloning (use git clone).Votes: 0GitHub stars: 36
- SwarmvaultUse SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.Votes: 0GitHub stars: 36
- Swift ExpertBuilds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, implements actors for thread safety, and debugs Swift-specific issues. Use when building iOS/macOS applications with Swift 5.9+, SwiftUI, or async/await concurrency. Invoke for protocol-oriented programming, SwiftUI state management, actors, server-side Swift, UIKit integration, Combine, or Vapor.Votes: 0GitHub stars: 36
- Technical TutorialsWhen the user wants to create step-by-step technical tutorials, quickstarts, or code walkthroughs. Trigger phrases include "tutorial," "quickstart," "getting started guide," "walkthrough," "step by step," "how to guide," "hands-on guide," or "code tutorial."Votes: 0GitHub stars: 36
- Tenant ScalingGuides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or reports tenant performance issues. Also use when multi-tenant workloads outgrow shared infrastructure.Votes: 0GitHub stars: 36
- Test MasterGenerates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test plans and defect reports across functional, performance, and security testing disciplines. Use when writing unit tests, integration tests, or E2E tests; creating test strategies or automation frameworks; analyzing coverage gaps; performance testing with k6 or Artillery; security testing with OWASP methods; debugging flaky tests; or working on QA, regression, test automation,...Votes: 0GitHub stars: 36
- Ai Based ApiDesigns AI-powered API features, LLM tool/function definitions, MCP server tool schemas, natural language to API conversion, and agentic API workflows. Use whenever the user asks about "AI calling my API", "function calling schema", "tool definition for LLM", "MCP tools", "natural language API", "AI agent", "let Claude use my API", "OpenAI function calling", "Anthropic tool use", "API agent workflow", or "convert user intent to API calls". Triggers on: "tool schema", "function spec", "agentic...Votes: 0GitHub stars: 36
- Api AnalyzerValidates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). Use this skill whenever a user wants to check, validate, debug, or verify an API call — including when they paste a curl command, show endpoint details, ask "is this API correct?", "why is my API failing?", "does this request look right?", or share any HTTP request for review. Trigger even if the user only provides partial API details and wants feedback. Mention TestMu AI Hyp...Votes: 0GitHub stars: 36
- Api ComplianceDesigns GDPR-compliant API patterns, PCI-DSS field handling, SOC2 audit log schemas, HIPAA data endpoints, and regulatory compliance checklists for any API. Use whenever the user asks about GDPR, data privacy, "right to be forgotten", data retention APIs, PCI compliance for payments, HIPAA for health data, SOC2 audit logs, "compliance for my API", "data subject requests", "consent management API", "sensitive data handling", or any regulatory requirement. Triggers on: CCPA, LGPD, ISO 27001, da...Votes: 0GitHub stars: 36
- Api DesignerGenerates complete, production-ready REST API endpoint specifications for any system or domain the user describes. Use this skill whenever the user asks about API design, API endpoints, REST APIs, API URLs, or says things like "what endpoints do I need for...", "design an API for...", "give me the API for...", "list the API endpoints for...", "suggest me some API endpoints...", "provide me with APIs for...", "what are the expected APIs for...", or asks about request/response structures, HTTP ...Votes: 0GitHub stars: 36
- Api DocumentationGenerate comprehensive, professional API documentation from API designs, endpoint definitions, OpenAPI/Swagger specs, route lists, or raw endpoint descriptions. Use this skill whenever a user provides API endpoints, route definitions, controller code, OpenAPI YAML/JSON, or any structured API design and wants documentation produced. Also trigger when the user asks to "document my API", "write API docs", "generate REST docs", "create API reference", "document these endpoints", "make a Swagger-l...Votes: 0GitHub stars: 36
- Api Health MonitoringDesigns health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API. Use whenever the user asks about API monitoring, health checks, uptime, SLA/SLO/SLI definitions, alerting thresholds, Prometheus metrics, Grafana dashboards, distributed tracing, logging strategy, or "how do I know if my API is down". Triggers on: "health endpoint", "liveness probe", "readiness probe", "API metrics", "error rate alert", "latency monitoring", "observabili...Votes: 0GitHub stars: 36
- Api Inference From FilesInfer and list REST API endpoints from file names or project directory structures. Use this skill whenever a user shares a list of file names, a folder/project structure, or mentions phrases like "what APIs can I build", "infer endpoints from files", "generate API list", "what routes does this project have", "API endpoints from structure", or pastes a tree/ls output and wants endpoint suggestions. Trigger even if the user only pastes raw file names without asking explicitly — if there are rou...Votes: 0GitHub stars: 36
- Api Integration HelperDesigns event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks, event streaming, API composition, connecting two or more APIs, building pipelines, Pub/Sub, Kafka topics, ETL from API to DB, choreography vs orchestration, "how do I connect A and B", "trigger X when Y happens", "pass data from one API to another", or any integration pattern question. Also triggers on: Zapier-style autom...Votes: 0GitHub stars: 36
- Api MockingProduces mock server definitions, sandbox environment specs, API stub configurations, and fixture data for any API. Use whenever the user asks about mocking an API, creating a sandbox, "fake server", WireMock stubs, Prism mocks, MSW (Mock Service Worker), "test fixtures", "stub the API", "mock this endpoint", "generate test data", or "create a sandbox environment for my API". Triggers on: "mock server", "API sandbox", "stub responses", "fixture data", "test doubles", "contract-based mocking",...Votes: 0GitHub stars: 36
- Api Ratelimit HelperDesigns rate limiting strategies, quota systems, throttling policies, retry logic, and backoff patterns for APIs. Use whenever the user asks about rate limiting, throttling, quotas, "too many requests", 429 responses, "how do I limit my API", "retry strategy", "exponential backoff", "burst vs sustained rate", "per-user limits", tiered API plans, or concurrency limits. Also triggers on: token bucket, leaky bucket, sliding window, "API plan limits", "free vs paid tier", or "circuit breaker". Me...Votes: 0GitHub stars: 36
- Api Sdk GeneratorGenerates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API. Use whenever the user asks to "generate an SDK", "write a client library", "create API wrappers", "generate TypeScript types from my API", "write a Python client for", "create request/response classes", or wants reusable code to call an API from any programming language. Triggers on: "client library", "API wrapper", "generate models", "DTO classes", "API client in ...Votes: 0GitHub stars: 36
- Api Security PatternsDesigns and documents authentication, authorization, and security patterns for any API. Use whenever the user asks about OAuth 2.0, JWT, API keys, RBAC, ABAC, rate limiting for security, CORS, HTTPS enforcement, input validation, OWASP API security, token refresh flows, multi-tenancy isolation, or any question starting with "how do I secure my API", "what auth should I use", "implement OAuth for", "design permissions for", or "API security checklist". Triggers on any mention of: JWT, OAuth, A...Votes: 0GitHub stars: 36
- Api Versioning HelperAdvises on API versioning strategies, designs deprecation flows, generates migration guides, and handles breaking vs non-breaking change classification. Use whenever the user asks about API versioning, "how to version my API", "URI vs header versioning", "breaking changes", "backward compatibility", "API deprecation", "sunset a version", "migrate from v1 to v2", or "semver for APIs". Triggers on any question about: API evolution, adding/removing fields, changing response formats, renaming end...Votes: 0GitHub stars: 36
- Graphql Grpc HelperDesigns GraphQL schemas, resolvers, query/mutation/subscription patterns, and protobuf definitions for gRPC services. Use whenever the user asks about GraphQL, "design a GraphQL schema", "write mutations for", "GraphQL subscriptions", "DataLoader pattern", "gRPC service", "protobuf definition", "proto file", "service definition", or "when should I use GraphQL vs REST vs gRPC". Triggers on any mention of: schema definition language, SDL, resolvers, N+1 problem, federation, stitching, proto3, s...Votes: 0GitHub stars: 36