Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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microbenchmarking
Activate this skill when BenchmarkDotNet (BDN) is involved in the task — creating, running, configuring, or reviewing BDN benchmarks. Also activate when microbenchmarking .NET code would be useful and BenchmarkDotNet is the likely tool. Consider activating when answering a .NET performance question requires measurement and BenchmarkDotNet may be needed. Covers microbenchmark design, BDN configuration and project setup, how to run BDN microbenchmarks efficiently and effectively, and using BDN for side-by-side performance comparisons. Do NOT use for profiling/tracing .NET code (dotnet-trace, PerfView), production telemetry, or load/stress testing (Crank, k6).
majiayu000/claude-skill-registry 163
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google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically.
majiayu000/claude-skill-registry 163
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Debugging
Debug systematically with root cause analysis before fixes. Use for bugs, test failures, unexpected behavior, performance issues, call stack tracing, multi-layer validation.
majiayu000/claude-skill-registry 163
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update
Synchronize planning artifacts with implementation status. Updates progress tracking, marks completed items in RTM, and generates progress reports. Use after completing implementation work.
majiayu000/claude-skill-registry 163
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python-pro
Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns. Invoke for type hints, pytest, async/await, dataclasses, mypy configuration.
majiayu000/claude-skill-registry 163
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connectivity-ble
Bluetooth Low Energy (BLE) integration for Zephyr RTOS. Covers GATT Services/Characteristics, GAP advertising, connection parameters, power optimization strategies, and the professional Send-When-Idle design pattern. Trigger when adding BLE connectivity, optimizing battery life for wireless devices, or implementing custom GATT profiles.
majiayu000/claude-skill-registry 163
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front-automation
Automate Front tasks via Rube MCP (Composio). Always search tools first for current schemas.
majiayu000/claude-skill-registry 163
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internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
majiayu000/claude-skill-registry 163
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similarity-sensor
Use when working with sensor similarity calculations - comparing temperature/accelerometer/humidity sensor MPNs, understanding sensor families, equivalent parts, or sensor-specific similarity logic.
majiayu000/claude-skill-registry 163
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geokeo-automation
Automate Geokeo tasks via Rube MCP (Composio). Always search tools first for current schemas.
majiayu000/claude-skill-registry 163
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ralph-loop
Start a Ralph Wiggum autonomous task loop that keeps Claude working until a task
is complete. Uses the Stop hook pattern to re-inject prompts when Claude tries
to exit before finishing. Supports two completion strategies: promise-based
(Claude outputs a completion token) and file-movement-based (task file moves to /Done).
Use when a multi-step task requires Claude to iterate until completion, such as
processing all items in /Needs_Action or generating a complete audit.
majiayu000/claude-skill-registry 163
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vercel-composition-patterns
React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.
majiayu000/claude-skill-registry 163
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audit-friction
Scan Claude Code project logs for friction patterns — repeated failures, approach loops, tool errors, misunderstanding cycles, and stuck workflows. Categorizes and counts friction events to surface what causes the most resistance. Use when user says "audit friction", "find friction", "friction audit", or "what keeps going wrong".
majiayu000/claude-skill-registry 163
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requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
majiayu000/claude-skill-registry 163
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forge-pipeline-skinned-animations
Add pipeline-based skeletal animation to an SDL GPU project using pre-processed .fskin/.fanim assets and ForgeSceneSkinnedModel.
majiayu000/claude-skill-registry 163
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swiftui-liquid-glass
Implement, review, or improve SwiftUI Liquid Glass effects for iOS 26+. Covers glassEffect modifier, GlassEffectContainer, glass button styles, glass toolbar, glass tab bar, morphing transitions, translucent material, vibrancy, tinting, interactive glass, ToolbarSpacer, scrollEdgeEffectStyle, backgroundExtensionEffect, and availability gating. Use when asked about Liquid Glass, glass buttons, glassEffect, GlassEffectContainer, GlassEffectTransition, glassEffectID, glassEffectUnion, scroll edge effects, or adopting iOS 26 design.
majiayu000/claude-skill-registry 163
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ecommerce-feed-management
majiayu000/claude-skill-registry 163
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methodology-spec-evolution
Guides evolution of book-llms/ methodology specification files with cross-file consistency. Handles version bumps, terminology propagation, and backward compatibility checks. Use when modifying any file in book-llms/ — the highest error-risk activity in this project.
majiayu000/claude-skill-registry 163
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peft-fine-tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
majiayu000/claude-skill-registry 163
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Understanding Workstation Config
This skill explains the workstation monorepo structure, how NixOS (devbox) and nix-darwin (macOS) are organized with standalone home-manager, and how to navigate the configuration. Use this when onboarding or trying to understand how either platform is configured.
majiayu000/claude-skill-registry 163
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review-verify
Verify that review feedback was addressed in a revision.
majiayu000/claude-skill-registry 163
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angular-component
Create modern Angular standalone components following v20+ best practices. Use for building UI components with signal-based inputs/outputs, OnPush change detection, host bindings, content projection, and lifecycle hooks. Triggers on component creation, refactoring class-based inputs to signals, adding host bindings, or implementing accessible interactive components.
majiayu000/claude-skill-registry 163
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ck:git
Git operations with conventional commits. Use for staging, committing, pushing, PRs, merges. Auto-splits commits by type/scope. Security scans for secrets.
majiayu000/claude-skill-registry 163
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configure-forge
Generate workspace-level forge binding prompts and agents from workspace.config.yaml topology
majiayu000/claude-skill-registry 163