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Exa Core Workflow B
Development
Execute Exa secondary workflow for complementary tasks. Trigger with phrases like 'exa secondary workflow'.
CUDA Index Width in PyTorch
Development
Fix large-tensor indexing overflows in PyTorch CUDA kernels. Choose between 32-bit and 64-bit index math using canonical utilities like canUse32BitIndexMath and AT_DISPATCH_INDEX_TYPES.
Durable Task Tracking with Beads
Development
Use Beads (bd) to manage shared project tasks, dependencies, and in-progress work. Learn the essential CLI workflow for durable cross-session tracking.
Skill Metadata Synchronization
Development
Keeps AGENTS.md Auto-invoke sections in sync with skill metadata by reading SKILL.md files and regenerating the corresponding tables. Run it after creating or modifying any skill to ensure documentation stays accurate.
VideoDB: Video & Audio SDK
Development
Analyze, index, and edit video & audio. Capture, transcode, search, and generate subtitles, summaries, and real-time alerts.
Next.js Performance Optimization
Development
Focuses on critical Next.js performance fixes: prevents asynchronous waterfalls via Promise.all and Suspense, reduces bundle size by banning barrel imports and using next/dynamic for heavy components, secures Server Actions with mandatory internal authentication, and enforces proper production build practices. Ideal when writing React components, data fetching logic, Server Actions, or optimizing bundle size in Next.js applications.
Confidence-based Model Tier Escalation
Development
Defines when to escalate agent tasks from Haiku to Sonnet to Opus based on confidence signals like test failures, clippy warnings, or repeated rejections. Enforces a never-skip-tiers rule and includes a diagnostic step to distinguish model capability issues from other problems. Use this skill when an agent fails or underperforms to systematically determine the correct tier.
End-to-End Development Workflow
Development
Executes a development task end-to-end: research, implement, CI, PR, and ship. Mostly autonomous with an optional plan-review pause.
SkillNet: Search, Create, and Evaluate Agent Skills
Development
Search, download, create, evaluate, and analyze reusable agent skills via SkillNet, the open skill supply chain for AI agents. Helps agents find and reuse skills before building from scratch.
Install Kokoro TTS on Apple Silicon
Development
This skill installs the Kokoro TTS engine on Apple Silicon (M1+). It verifies hardware, sets up a Python 3.13 virtual environment with uv, installs MLX-Audio dependencies, downloads the model, and runs a verification synthesis. It's useful for quickly setting up local text-to-speech on supported Macs.
Optimize Simplicite Logs
Development
Parses Simplicité .txt log files, filters fields to reduce noise, and outputs structured JSON for efficient troubleshooting.
Reflection-first Convex Development
Development
Reflection-first methodology for full-stack Convex development, covering root cause analysis, best practices, and minimal change scope.