分析

plsfix

diegosouzapw

Use when improving spec documents, instruction sets, prompts, requirements docs, briefs, or any written instructions meant to drive action from humans or AI - rewrites vague, disorganized, or ineffective instructions into clear, actionable ones

billing-integration

vanman2024

Clerk Billing and Stripe subscription management setup. Use when implementing subscriptions, configuring pricing plans, setting up billing, adding payment flows, managing entitlements, or when user mentions Clerk Billing, Stripe integration, subscription management, pricing tables, payment processing, or monetization.

observability-patterns

vanman2024

Comprehensive observability setup patterns for Google ADK agents including logging configuration, Cloud Trace integration, BigQuery Agent Analytics, and third-party observability tools (AgentOps, Phoenix, Weave). Use when implementing monitoring, debugging agent behavior, analyzing agent performance, setting up tracing, or when user mentions observability, logging, tracing, BigQuery analytics, AgentOps, Phoenix, Arize, or Weave.

Ai Content Analytics

omer-metin

Analytics Architecture

omer-metin

Analytics

omer-metin

shopify-admin-api

Yuyz0112

The REST Admin API lets you build apps and other integrations for the Shopify admin.. Use when working with the Shopify Admin API or when the user needs to interact with this API.

executing-plans

alffei

Use when you have a written implementation plan to execute in a separate session with review checkpoints

iterating-wechat-tech-posts

alffei

Generates endings/CTAs, pre-publish editorial QA, sentence sharpening, and post-performance retrospectives for WeChat tech posts. Use when the user needs a strong ending, final edit pass, or analytics-driven iteration plan for tech/engineering WeChat公众号.

mermaid-visualizer

oldwinter

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.

obsidian-dashboard

oldwinter

This skill should be used when users want to generate comprehensive statistics and overview of their Obsidian vault, including file counts, types, tags, links, folder structure, and other metadata analysis.

csv-wrangler

majesticlabs-dev

Handle messy CSVs with encoding detection, delimiter inference, and malformed row recovery.

tufte-slide-design

ingpoc

This skill applies Edward Tufte's data visualization principles from "The Visual Display of Quantitative Information" to create high-impact slides. Use when designing presentations, creating charts/graphs, reviewing slides for clarity, or transforming data into visual displays. Triggers on phrases like "make a slide", "create presentation", "design chart", "visualize data", "review my slides", or "make this more impactful".

dep-graph

ssiumha

Analyzes file-level import dependencies and generates interactive vis-network HTML report. Use when visualizing dependency graphs, analyzing import structure, checking circular dependencies, or understanding module relationships.

helm

chaterm

Helm 包管理

dependency-tracker

blessonism

Track and check updates for all OpenClaw dependencies: managed skills (GitHub/ClewHub), bundled skills, workspace skills, npm packages, pip packages, and CLI tools. Use when user asks "check for updates", "dependency status", "are my skills up to date", "什么需要更新", "检查依赖", "检查更新", or wants a dependency health report. Triggers on: dependency check, skill updates, outdated packages, version drift.

differential-review

lv416e

Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.

executing-plans

lv416e

"Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches パートナーが完全な実装計画を提供し、レビューチェックポイント付きで制御されたバッチで実行する際に使用 - 計画を読み込み、批判的にレビューし、タスクをバッチで実行し、バッチ間でレビュー報告"

competing-hypotheses

shhac

Debug problems by investigating multiple hypotheses in parallel. Use when you have a bug, unexpected behaviour, or mystery where the root cause is unclear. Spawns parallel investigator agents each pursuing a different theory, then compares evidence to identify the most likely cause and fix.

orient

bfollington

Explore and understand a project's structure and functionality. Use when starting work on a new or unfamiliar codebase.

repo-deep-dive-report

okwinds

End-to-end source code repository deep dive and review. Use when you need to understand a repo’s architecture, core abstractions, entrypoints and execution flow, extension points, and operational/developer setup; and when you must deliver a structured report (Markdown + standalone HTML) with diagrams (Mermaid), actionable recommendations, and a scored evaluation.

codex-tmux-echo

okwinds

用 tmux 稳定驱动交互式 CLI：启动 session、发送按键、等待输出就绪，并支持 worker 向 controller pane 回传结果（backchannel）。

react-useeffect

nweii

"React useEffect best practices. Use when writing Effects, derived values, or data fetching. Teaches when NOT to use Effects and better alternatives like useMemo or key props."

pywayne-cv-geometric-hull-calculator

wangyendt

Geometric hull calculator for 2D point sets supporting convex hull, concave hull (concave-hull, alphashape), and minimum bounding rectangle. Use when working with pywayne.cv.geometric_hull_calculator module to compute geometric hulls, visualize results with OpenCV or matplotlib, and generate random test point sets.