Fan out N independent tasks to parallel subagents, collect their results, optionally synthesize. Use when another skill needs work that decomposes into independent pieces — review…
Orchestrates sprint execution by enriching cards via sprintmaster, assigning parallelization groups, and dispatching executor/reviewer/router agents in phased batches.
Use multiple Claude agents to investigate and fix independent problems concurrently
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies — from bg-szy/TOP-SKILLS
Use when facing 3+ independent failures that can be investigated without shared state or dependencies.
Display capability setup, display-capable device selection, UI DSL, icons, buttons, images, and video playback
Visual quality rubric for Triptych display tabs — panel-size constraints (800–1200px), dark theme alignment, hierarchy in a narrow panel, named tabs, "live" vs "dead" displays.
Six-step workflow for designing a new display or iterating on an existing one — scope, sketch, wire data, test under update pressure, register, clean up.
Displays 0-based collection indices as 1-based numbers in WPF Slider controls. Use when showing user-friendly slice/page numbers while maintaining 0-based internal indexing.
Displaying charts, dataframes, and metrics in Streamlit. Use when visualizing data, configuring dataframe columns, or adding sparklines to metrics.
Outlines the agreed mechanism for resolving conflicts, whether through negotiation, mediation, arbitration, or litigation.
Disqo integration. Manage data, records, and automate workflows. Use when the user wants to interact with Disqo data.
Handles disqualified and near-miss inbound leads gracefully. Drafts polite rejection emails, referral requests (right company wrong person), and nurture routing (future fit).
Disruption analysis using Innovator's Dilemma economics, cannibalization exposure, competitor response classification, market entry signals, and six-force environmental…
Comprehensive preparation for doctoral dissertation defense including timeline management, presentation design, Q&A practice, mock sessions, and committee dynamics.
Drafts a Petition for Dissolution of Marriage for filing in US state family courts. Covers jurisdictional standing, grounds, child custody and support, property and debt division,…
Drafts a Final Report of Dissolution for corporations, LLCs, and partnerships with statutory compliance.
Calculate distances between geographic coordinates, find nearby points, and compute travel distances. Use for logistics, delivery routing, or location analysis.
Berechnet die Ausgleichszahlung nach Art. 7 VO 261/2004. Distanzbestimmung nach Grosskreisrechnung zwischen Abflug- und Zielflughafen.
Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. — from 88lin/my-skills
Recognize breakthrough moments, blocking resolutions, and design decisions worth preserving. Detect high-value insights that save future time.
Turn scattered project rules, workflows, and hard-won lessons into a structured skills directory that future agents can route through before making changes.
Distills a session's repeatable workflow into a new project skill in .claude/skills/. Use when a session solved a non-trivial, repeatable problem and the workflow is worth…
Extracts decisions, rejected alternatives, and patterns from recent plans into a persistent learnings document. Use after completing a plan or sprint.
Use when screening for nonspecific psychological distress or tracking symptom burden over time. Provides K6 and K10 scales with scoring and interpretation guidance.
Foundational distributed computing algorithms for consensus, coordination, and fault tolerance
Send prompts to a remote Claude instance on a VPS for distributed AI collaboration, different model backends, or independent context.
Distributed consensus algorithms and logical time for cloud and multi-node systems. Covers Lamport clocks, vector clocks, FLP impossibility, Paxos (basic, multi, fast), Raft,…
Orchestrate gummy-agents across distributed network using 'd' command for load-balanced, multi-host AI development
Concurrency safety patterns for distributed pueue + mise + systemd-run job pipelines. TRIGGERS - queue pueue jobs, deploy to remote host, concurrent job collisions, checkpoint…
Prevent race conditions across multiple instances. Only one instance can hold a lock at a time. Automatic expiration prevents deadlocks.
Coordinate distributed processing with parallel execution, forked skills, and isolated work units. Use when you need distributed processing or isolated work units.
Implements CRDT (Conflict-Free Replicated Data Types) for distributed state management with automatic conflict resolution
Distributed storage systems design and operation for cloud platforms. Covers the GFS/HDFS block-and-master pattern, object storage (Swift/S3) with consistent hashing and eventual…
Implementing distributed tracing with W3C Trace Context — the byte-precise `traceparent` and `tracestate` header formats, OpenTelemetry's W3CTraceContextPropagator as the modern…
Use when training models across multiple GPUs or nodes, handling large models that don't fit in memory, or optimizing training throughput - covers DDP, FSDP, DeepSpeed ZeRO,…
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP.
Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention — from Orchestra Research
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies.
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2 — from Orchestra Research
Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes.
Distributed Training Setup - Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category.
Saga patterns, compensating actions, and two-phase commit for distributed transactions. Activate on: distributed transaction, saga, compensating action, two-phase commit, eventual…
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
Use when working on worker implementation, ServiceOrchestrator patterns, WorkerAPIBase, operation dispatch, progress tracking, cancellation, backend-to-worker communication, or…
Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and…
Distribute Tauri apps to the iOS App Store: Apple Developer enrollment, Xcode config, provisioning profiles, code signing, TestFlight, and App Store submission.
When the user wants to plan product distribution via marketplaces, app stores, or third-party platforms.
Distrobox container management for Bazzite. Create containers from manifests, custom containers, app-specific containers (brew), and DaVinci Resolve installation.
Workflow zur strukturierten Aufnahme, Priorisierung und Ausgabe im Thema Disziplinarverfahren Intake.
Uses verbalized sampling to diverge from generic frontend UI directions before implementation. Use when creating or redesigning frontend pages, components, dashboards, tools,…
Interactive tuning of Verbalized Sampling diversity parameters with preset management and A/B comparison
Element Plus Divider component (el-divider) API documentation. Triggers when user wants to use, implement, or asks about el-divider or Divider component.
Produces structured summaries of U.S. divorce settlement agreements (MSAs), extracting material terms across property, custody, support, taxes, insurance, fees, and deadlines.
Dixa integration. Manage data, records, and automate workflows. Use when the user wants to interact with Dixa data.
Ingest pasted PC parts purchase/config text (Discord message receipts, bullet lists) into Notion DIY_PC tables (PCConfig, ストレージ, エンクロージャー, PCInput).
DIY proje planlama aracı. Malzeme listesi, adım adım talimatlar, güvenlik uyarıları ve zaman tahmini ile kapsamlı DIY projeleri planlar.
Use when the user wants to create a new YouTube Short using one of the templates in this repo's templates/ folder.
Add localization formats, extract strings, translate using agent, compile .mo catalogue
AI DJ มืออาชีพ — setlist, mixing plan, BPM matching, crowd reading, club/wedding/corporate gig