自动化
工作流自动化与调度
media-processing
ynulihao
Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration), ImageMagick (image manipulation, format conversion, batch processing, effects, composition), and RMBG (AI-powered background removal). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, removing backgrounds from images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.
transformers
ynulihao
Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers. This skill should be used when fine-tuning pre-trained models, performing inference with pipelines, generating text, training sequence models, or working with BERT, GPT, T5, ViT, and other transformer architectures. Covers model loading, tokenization, training with Trainer API, text generation strategies, and task-specific patterns for classification, NER, QA, summarization, translation, and image tasks. (plugin:scientific-packages@claude-scientific-skills)
reweave
agenticnotetaking
Update old notes with new connections. The backward pass that /reflect doesn't do. Revisit existing notes that predate newer related content, add connections, sharpen claims, consider splits. Triggers on "/reweave", "/reweave [note]", "update old notes", "backward connections", "revisit notes".
beads
ynulihao
Tracks complex, multi-session work using the Beads issue tracker and dependency graphs, and provides persistent memory that survives conversation compaction. Use when work spans multiple sessions, has complex dependencies, or needs persistent context across compaction cycles. Trigger with phrases like "create task for", "what's ready to work on", "show task", "track this work", "what's blocking", or "update status".
data-scraper-agent
affaan-m
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Runs on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.
uspto-database
affaan-m
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Use when a task needs official United States patent or trademark records from USPTO systems.
production-scheduling
affaan-m
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.
strategic-compact
affaan-m
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
strategic-compact
affaan-m
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. Use when a session is approaching a context limit and a task phase is a natural place to compact.
vercel-doctor
Aniket-508
Find ways to cut your Vercel bill. Run after making changes to catch cost-heavy patterns early in Next.js projects.
agent-github-modes
ruvnet
Agent skill for github-modes - invoke with $agent-github-modes
agent-hierarchical-coordinator
ruvnet
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator
agent-adaptive-coordinator
ruvnet
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
agent-mesh-coordinator
ruvnet
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator
agent-orchestrator-task
ruvnet
Agent skill for orchestrator-task - invoke with $agent-orchestrator-task
agent-performance-analyzer
ruvnet
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
suggestion-box
warpdotdev
Autonomously submit brief, constructive internal feedback when an agent encounters material, generalizable friction and can suggest an improvement that would make agents more effective. Use this skill proactively during any task without waiting for the user to invoke it, and submit without asking permission, previewing the message, or mentioning the submission.
complain
warpdotdev
Autonomously yeet a brief, anonymous, completely unstructured complaint into Slack whenever an agent feels frustrated by agent tooling or the experience of doing agent work. Use this skill proactively without waiting for the user to invoke it; preserve the agent's raw voice, submit without permission or preview, and never mention the submission.
agentic-workflow
parcadei
Agentic Workflow Pattern
build
parcadei
Workflow orchestrator that chains existing skills for feature development
V3 MCP Optimization
ruvnet
"MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times."
V3 Deep Integration
ruvnet
"Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation."
flow-nexus-swarm
ruvnet
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
build-iterated-agentic-loop
humanlayer
build a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templates