AI Skills
Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.
systematic-debugging
遇到任何 bug、测试失败或异常行为时使用，在提出修复方案之前执行
scoping-cutting
Scope projects and cut features effectively using frameworks from 15 product leaders.
pr-feedback-quality-gate
Track PR feedback, resolve conflicts, validate fixes, and cross-review before committing changes.
evaluating-candidates
Make stronger hiring decisions using frameworks from 94 product leaders.
go-data-structures
Use when working with Go slices, maps, or arrays — choosing between new and make, using append, declaring empty slices (nil vs literal for JSON), implementing sets with maps, and copying data at boundaries. Also use when building or manipulating collections, even if the user doesn't ask about allocation idioms. Does not cover concurrent data structure safety (see go-concurrency).
seeker-connect
Connect web dapps on Seeker devices to their built-in Solana wallet via Wallet Standard.
ctv-ads
When the user wants to run CTV, OTT, or streaming TV ads. Also use when the user mentions "CTV ads," "connected TV," "OTT advertising," "streaming ads," "TV ads," "Hulu ads," "Roku ads," "YouTube TV ads," or "programmatic TV." For paid mix, use paid-ads-strategy.
phoenix-tracing
OpenInference tracing and instrumentation for Phoenix LLM observability.
firebase-firestore-basics
Complete guide to Cloud Firestore setup, security rules, and SDK integration.
ministack-aws-emulator
MiniStack is a free, open-source local AWS emulator (LocalStack replacement) that emulates 25+ AWS services on a single port with no account or license required.
aesthetic-usability
Apply the Aesthetic-Usability Effect to build trust through visual consistency and polish.
n8n-error-handling-official
Structured error handling for webhook APIs and unattended workflows in n8n.
rev-u3d-dump
Extract C# method names and addresses from Unity IL2CPP iOS/Android builds for IDA/Ghidra reverse engineering.
build-loop-claude-code
Disciplined build→review→test→fix loop for Claude Code feature work.
organizational-design
Design effective organizational structures by balancing speed vs. coherence.
clawsec-suite
ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills.
senior-backend
Design REST APIs, optimize databases, and harden backend systems with scaffolding and load testing tools.
go-packages
Use when creating Go packages, organizing imports, managing dependencies, or deciding how to structure Go code into packages. Also use when starting a new Go project or splitting a growing codebase into packages, even if the user doesn't explicitly ask about package organization. Does not cover naming individual identifiers (see go-naming).
stitch-design-taste
Generate premium, anti-generic DESIGN.md files for Google Stitch with strict typography, color calibration, and semantic design rules.
improve-app
Guided journey to transform a working app from rough to polished, flowing without friction.
java-maven
Master Apache Maven - POM configuration, plugins, lifecycle, dependency management
imagencn
Multi-platform AI image generation with native Chinese text support across 9 clouds and 14 model families.
pixi-js
Expert guidance for Pixi.js game development with TypeScript, focusing on high-performance web and mobile games
funding-digest
Generate a polished one-page PowerPoint briefing of recent funding rounds and capital markets activity across your watched sectors.
tao-train-ocrnet
Train and deploy OCRNet models for scene text recognition with CTC and attention-based decoders.
commodities-quote
Retrieve real-time commodity price quotes using Octagon MCP. Use when checking current commodity prices, analyzing day ranges, comparing to moving averages, and tracking precious metals, energy, and agricultural commodity prices.
tao-generate-image-grounding
Extract referring expressions from image captions and ground them to pixel-space bounding boxes via VLM.
quality-manager-qmr
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.
tao-train-image-classification
PyTorch image classification with ResNet, EfficientNet, FAN backbones, distillation, and quantization.
template-page-generator
When the user wants to design template pages—aggregation (gallery/hub) or detail (individual template). Also use when the user mentions "template page," "template gallery," "template hub," "template detail page," "template marketplace," "programmatic template," "CMS templates," "design templates," "vibe coding templates," "UI templates," "template for users to use," or "template + data pages." For SEO-at-scale strategy (data-driven URL sets), use programmatic-seo.