AI Skills Registry

Help users work effectively across functions. Use when someone is navigating PM-engineering relationships, resolving cross-team conflicts, b

Audit PDF files for metadata leakage, page count, encryption, JavaScript, embedded files, and version. Use before sending a PDF externally,

TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.

Use for concurrent sessions, agent team isolation, or any work needing a separate branch. Critical for multi-agent workflows. Triggers: "wor

Build Discounted Cash Flow (DCF) valuation models. Calculate intrinsic value with customizable assumptions. Generate professional valuation

Design REST API endpoints with Zod validation and OpenAPI documentation. Use when creating new API routes, validating request/response schem

GitHub contributor context: identity, activity, trust, company/team signal.

Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI). Creates an epic with child beads for each user story. Use when you

Implement computer vision tasks including image classification, object detection, segmentation, and pose estimation using PyTorch and Tensor

Upload local assets (images, mockups, extracted HTML) to a Stitch project. ALWAYS use this skill when you need to upload visual assets or fu

Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for

Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needin

Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using

React renderer for json-render that turns JSON specs into React components. Use when working with @json-render/react, building React UIs fro

Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-enginee

Expert in end-to-end testing with Playwright, the modern cross-browser testing framework. Specializes in test generation, page object patter

Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.

Guide for optimizing MSBuild build parallelism and multi-project scheduling. Only activate in MSBuild/.NET build context. USE FOR: builds no

Check reference SDK implementations using btca ask

Help users navigate enterprise sales. Use when someone is closing large deals, managing complex buying committees, handling procurement, or

Work inside the current cmux workspace and terminal. Use for cmux workspace, current workspace, caller surface, panes, surfaces, socket targ

Critique a screen's typography — scale usage, readability, consistency, and token compliance.