Distributed consensus algorithms and logical time for cloud and multi-node systems. Covers Lamport clocks, vector clocks, FLP impossibility, Paxos (basic, multi, fast), Raft,…
Score 70/100
Orchestrate gummy-agents across distributed network using 'd' command for load-balanced, multi-host AI development
Score 70/100
Concurrency safety patterns for distributed pueue + mise + systemd-run job pipelines. TRIGGERS - queue pueue jobs, deploy to remote host, concurrent job collisions, checkpoint…
Score 70/100
Prevent race conditions across multiple instances. Only one instance can hold a lock at a time. Automatic expiration prevents deadlocks.
Score 70/100
Coordinate distributed processing with parallel execution, forked skills, and isolated work units. Use when you need distributed processing or isolated work units.
Score 70/100
Implements CRDT (Conflict-Free Replicated Data Types) for distributed state management with automatic conflict resolution
Score 70/100
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…
Score 70/100
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP.
Score 70/100
Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention
Score 70/100
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies.
Score 70/100
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2
Score 70/100
Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes.
Score 70/100
Distributed Training Setup - Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category.
Score 70/100
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
Score 70/100
Use when working on worker implementation, ServiceOrchestrator patterns, WorkerAPIBase, operation dispatch, progress tracking, cancellation, backend-to-worker communication, or…
Score 70/100
Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and…
Score 70/100
Distrobox container management for Bazzite. Create containers from manifests, custom containers, app-specific containers (brew), and DaVinci Resolve installation.
Score 70/100
Interactive tuning of Verbalized Sampling diversity parameters with preset management and A/B comparison
Score 70/100
Add localization formats, extract strings, translate using agent, compile .mo catalogue
Score 70/100
Capitalise un workflow repetitif en fichier .workflow.md chainskills. Detecte les patterns, cristallise les etapes, rend executable par Haiku.
Score 70/100
Expert on Intel 8237A DMA Controller for ES-1841. Provides guidance on DMA transfers, floppy/HDD data transfer, DRAM refresh, page registers, and channel configuration.
Score 70/100
Expert guidance for building Dash applications with Dash Mantine Components (DMC) v2.4.0. Use when creating dashboards, forms, data visualization apps with DMC.
Score 70/100
Extract the functional DNA from existing works (TV, film, books, plays). Use when adapting a source work, when analyzing what makes something work, when creating trope maps for…
Score 70/100
Expert D&D 5th Edition (2014 PHB) character sheet manager and game master assistant. Use when creating characters, leveling up, calculating ability modifiers, managing spells,…
Score 70/100
Roll randomized D&D content properties (statblocks, items, spells, feats, scenarios, shops) using weighted chance tables.
Score 70/100
Use bibliomancy to generate Dungeons & Dragons inspiration from bundled books. Use when a DM wants uncanny names, plot hooks, NPCs, scenes, treasures, themes, twists, or creative…
Score 70/100
Generate Dungeons & Dragons tarot spreads and use them as inspiration for quests, NPC arcs, omens, scenes, locations, twists, factions, and campaign guidance.
Score 70/100
Creates STRUCTURED summary.md in each daily folder. Analyzes chat conversations and generates actionable summaries with "Što je uradio" and "Što bi trebao da uradi" sections per…
Score 70/100
Configuration et dépannage DNS incluant zones, records, DNSSEC, résolution et intégration CDN. Se déclenche avec "DNS", "zone DNS", "enregistrement DNS", "CNAME", "A record",…
Score 70/100
Resolve DNS records (A, AAAA, MX, TXT, CNAME, NS, SOA, SRV, CAA), PTR reverse, and WHOIS.
Score 70/100
DNS load balancer with DoS protection, multi-protocol support (DoH, DoT, DoQ), and dynamic traffic management
Score 70/100
Automate Dnsfilter tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Enforce CLAUDE.md framework compliance. Re-reads rules, displays applicable rules, processes request with full compliance.
Score 70/100
Audit an existing web UI against premium design criteria. Screenshots pages and evaluates visual hierarchy, typography, color, spacing, consistency, and more.
Score 70/100
Use when cascading documentation updates after code changes. Finds every document referencing the changed area and makes targeted surgical updates.
Score 70/100
Use when auditing documentation files against the actual codebase. Removes or corrects stale references.
Score 70/100
Monitor a GitHub pull request until it's merged, green, or blocked. Polls CI checks, review comments, and mergeability state continuously.
Score 70/100
Parallel subagent execution with code review gates between task batches for issue resolution
Score 70/100
Use when creating or updating a feature plan document. Triggered by 'make a plan', 'plan this', 'flesh out the idea', or any request to scope and plan work before implementation.
Score 70/100
Use when reviewing a pull request. Analyzes code changes, validates against plan requirements, and captures visual proof via screenshots.
Score 70/100
Create screenshots, images, and visual tests for documentation. Use when you need to capture UI screenshots, generate visual assets, create test captures, or update documentation…
Score 70/100
Implement GitHub issues in parallel using a swarm of specialist agents with wave-based dependency resolution.
Score 70/100
Manage releases, versioning, changelogs, and GitHub releases. Use when creating releases, bumping versions, generating changelogs, creating tags, or managing the release workflow.
Score 70/100
Cross-reference the work vault knowledge base with project docs/. Audits coverage gaps and adds bidirectional links.
Score 70/100
Analyze documentation needs with tiered approach. Use when user asks to "analyze docs", "find missing docs", "plan documentation", "what docs do I need", or needs to understand…
Score 70/100
Analiza el código fuente y genera archivos README.md, documentación técnica en Markdown y comentarios de tipo JSDoc/Docstrings automáticamente.
Score 70/100
Use when verifying documentation accuracy against the codebase, finding stale or missing docs, detecting incorrect behavior descriptions, or applying documentation improvements.
Score 70/100
Guide a user through authoring a new document using the GoodDocs template and validation rules.
Score 70/100
Documentation automation with file versioning and metadata. Use for maintaining documentation, tracking file versions, adding metadata headers.
Score 70/100
Layer 4 artifact for Behavior-Driven Development test scenarios using Gherkin Given-When-Then format
Score 70/100
Create Business Requirements Documents (BRD) following SDD methodology - Layer 1 artifact defining business needs and objectives
Score 70/100
Create, edit, and manipulate Word documents (.docx) — proposals, contracts, memos, reports, and formal business documents.
Score 70/100
Tamamlanan bir geliştirmeyi veya değişikliği otomatik olarak dokümante eder. docs/CHANGELOG.md [Unreleased] bölümünü günceller, gerekirse yeni bir docs/{FEATURE}.md rehber dosyası…
Score 70/100
Auto-detects document type from file path or content with confidence scoring, trying path-based detection first then content analysis
Score 70/100
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar…
Score 70/100
Detects when high-level project documentation is stale based on code/config changes and generates update suggestions
Score 70/100
文档一致性审核官，检查代码实现与文档说明的一致性。当用户请求审查文档与代码的一致性、检查 README/docs 是否过时、验证 API 文档准确性时使用此技能。适用于：(1) 审查 README 与实现一致性 (2) 检查 docs/ 目录文档是否过时 (3) 验证 API/配置文档准确性 (4) 生成文档一致性报告。触发词包括：文档审查、doc…
Score 70/100
Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
Score 70/100
Merge report and analysis artifacts into permanent docs, then delete source files
Score 70/100
Generate project documentation including CONTENTS.md navigation files and AGENTS.md instructions. Use when creating documentation structure, project indexes, or AI agent…
Score 70/100