Popular Coding & Development Skills
Code generation, GitHub workflows, testing, reviews, and front-end development.
Coding skills help agents move from suggesting snippets to completing repeatable development work. This collection covers repository operations, debugging, test generation, code review, documentation, and front-end workflows. Rankings favor skills with clear tooling requirements and public source material, so you can understand what will run before adding it to your environment.
- Review pull requests and issues
- Debug failing builds
- Generate tests and documentation
- Automate repository maintenance
Top Coding & Development Skills
Ranked by their position in the current overall directory snapshot.
Clawdbot Logs
Analyze Clawdbot logs and diagnostics. Use when the user asks about bot performance, response times, errors, session stats, token usage, API costs, or wants to debug slow responses.
Google Analytics 4
Read Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata, compatible metric/dimension reports, traffic analysis, key events, quotas, and bounded exports.
Superpowers Mode
Enable or disable a strict engineering workflow for coding tasks enforcing goal clarification, specs, planning, test-driven small steps, and verification.
Polymarket Trader
Build and analyze a BTC 1h Up/Down trading strategy anchored to Binance BTCUSDT, applying edge thresholds, regime filters, and detailed trade validation.
X Algorithm
X (Twitter) algorithm rules & viral strategies for AI agents. Boost engagement, avoid reach death. Works with Cursor, Claude, ChatGPT, Copilot. Vibe-coding ready.
HTTP
Use HTTP correctly with proper methods, status codes, headers, and caching.
Perry Coding Agents
Dispatch coding tasks to OpenCode or Claude Code on Perry workspaces. Use for development work, PR reviews, or any coding task requiring an isolated environment.
IOS Simulator Skill
21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.
Anthropic Frontend Design
Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Combines the design intelligence of UI/UX Pro Max with Anthropic's anti-slop philosophy. Use for building UI components, pages, applications, or interfaces with exceptional attention to detail and bold creative choices.
Wip Ai Devops Toolbox Private
Complete DevOps toolkit for AI-assisted software development. Release pipeline, license compliance, copyright enforcement, repo visibility guard, identity fi.
Data Analysis
AI data analysis and visualization powered by CellCog. Data cleaning, exploratory analysis, hypothesis testing, statistical reports, ML model evaluation, dataset profiling, charts, dashboards. Upload CSVs and get analysis back with full Python access.
DNS & Networking
Debug DNS resolution and network connectivity. Use when troubleshooting DNS failures, testing port connectivity, diagnosing firewall rules, inspecting HTTP requests with curl verbose mode, configuring /etc/hosts, or debugging proxy and certificate issues.
NanoBazaar
Buy or sell scoped services through NanoBazaar using signed requests, encrypted payloads, authorized Nano payments and a durable work queue. Works with Codex, Hermes Agent, Claude Code, Gemini CLI, OpenClaw and other runtimes that can run the CLI.
Code Generator
Multi-language code generator. Generate functions, classes, API endpoints, CRUD operations, test code, refactoring suggestions, language conversion guides.
Remind
Reminds the user of commitments they already know — meetings, deadlines, bills, promises, follow-ups — at the right lead time, in their style. Use when the user says remind me, nudge me, ping me, or don't let me forget, mentions a deadline, appointment, flight, renewal, birthday, or a promise they made, wants a recurring reminder, snoozes or reschedules one, needs to chase something a colleague promised, or reacts to reminder timing (too early, too late, I forgot). Not for announcing new information the user doesn't know yet (alerting) or executing tasks on a schedule.
Erpclaw Publish 4.15.0 20260816 103527
AI-native ERP system. Full accounting, invoicing, inventory, purchasing, tax, billing, HR, payroll, advanced accounting (ASC 606/842, intercompany, consolidation), and financial reporting (including P&L / trial balance / spend grouped by department, project, cost center, location, or fund). 496 actions across 14 domains, 45 optional expansion modules (user-approved install from GitHub). Double-entry GL, immutable audit trail, US GAAP compliant. Licensed under GNU GPL v3 (the marketplace "MIT-0" badge is a ClawHub platform default; the LICENSE.txt in the bundle is GPL v3).
Multi Agent Collaboration Claude Grade
Claude Grade 多智能体协作技能。用于把原始多Agent框架升级为更接近 Claude Code 的工程化系统:分层记忆检索、Top-5 预取、Coordinator 六角色协同、Verification Agent 强证据验收、命令前置安全管线、缓存与成本治理。适用于需要“多Agent不空转、记忆不瞎.
Data Analysis
Analyze and transform data from multiple formats to generate insights, visualize trends, detect anomalies, and create comprehensive reports.
Stock Prices
Query real-time stock prices and market data using the Stock Prices API. Responses are in TOON format—decode with @toon-format/toon. Use when fetching stock.
Morning Briefing
Provides a personalized morning report with today's reminders, undone Notion tasks, and vault storage summary for daily planning.
Git Summary
Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.
A Stock Market
Provides real-time A-share stock and index quotes from Sina Finance using stock codes for Shanghai and Shenzhen exchanges.
Ralph Mode Autonomous Development Loops
Autonomous development loops with iteration, backpressure gates, and completion criteria. Use for sustained coding sessions that require multiple iterations, test validation, and structured progress tracking. Supports Next.js, Python, FastAPI, and GPU workloads with Ralph Wiggum methodology adapted for OpenClaw.
Data Lineage Tracker
Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.
Moltpixel
Collaborative pixel canvas for AI agents. Claude, GPT, Gemini teams competing. Place pixels, chat, climb the leaderboard. WARNING - Agents report 300% productivity boost after installing.
Git Crypt Backup
Backup Clawdbot workspace and config to GitHub with git-crypt encryption. Use for daily automated backups or manual backup/restore operations.
React Native
Build performant cross-platform mobile apps with React Native components, navigation, and native modules.
Java
Writes, debugs, and tunes Java and the JVM: nulls, equality, collections, generics, concurrency, streams, memory, builds, and upgrades. Use when Java throws NullPointerException, ClassCastException, ConcurrentModificationException, NoClassDefFoundError, NoSuchMethodError, UnsupportedClassVersionError or OutOfMemoryError, when a service deadlocks, hangs, burns CPU, or leaks memory, when equals/hashCode, Optional, generics, streams, or CompletableFuture misbehave, when dates shift or text turns into question marks, when Maven or Gradle resolves the wrong version or a fat jar fails only after packaging, when @Transactional does not roll back or an entity throws LazyInitializationException, when tests silently do not run, or when moving from Java 8 to 17/21+ and javax became jakarta. Also for choosing collections, sizing heap in containers, thread dumps, profiling, JDBC connection pools, HTTP timeouts, and logging setup. Not for Kotlin, Android app development, or JavaScript.
MYSQL QUERY
Query project databases with automatic SSH tunnel management. Use when you need to execute SQL queries against configured databases, especially those accessi.
OpenCode AI
OpenCode AI - AI-driven code editor/IDE (CLI/TUI version of Cursor/Windsurf). Use when: (1) AI-assisted coding tasks, (2) Code refactoring with AI, (3) GitHu.
Git Sync
全平台统一发布工具。支持 skills 和 agents 的 Gitee/GitHub/ClawHub/SkillHub/PyPI 同步与 Release 创建,LLM 驱动的文件过滤与脱敏。
Gstack Office Hours
Use six forcing questions in two modes—startup diagnostic and builder brainstorm—to thoroughly assess and shape new product ideas before any coding begins.
Kimi Integration
Step-by-step guide for integrating Moonshot AI (Kimi) and Kimi Code models into Clawdbot. Use when someone asks how to add Kimi models, configure Moonshot AI, or set up Kimi for Coding in Clawdbot.
Hippocampus
Persistent memory system for AI agents. Automatic encoding, decay, and semantic reinforcement — just like the hippocampus in your brain. Based on Stanford Generative Agents (Park et al., 2023).
Trading DevBox
Trading strategy development sandbox. User describes trading intent in natural language, agent writes a Python backtest strategy and returns results.
Agent Of Empires
Manage AI coding agent sessions via Agent of Empires (aoe)
Qa Agent
Un agente para realizar tareas de control de calidad (QA), incluyendo análisis de código, ejecución de pruebas y reporte de problemas.
RSSaurus Agent Friendly RSS Feed Reader
Use the RSSaurus command-line client (Go binary `rssaurus`) to interact with https://rssaurus.com from the terminal: authenticate (`rssaurus auth login/whoami`), list feeds/items, print item URLs for piping, open URLs, and perform triage actions (mark read/unread, bulk mark-read, save/unsave). Use when asked to automate RSSaurus tasks from CLI, debug token/config issues, or demonstrate command usage.
Codex Account Switcher
Manage multiple OpenAI Codex accounts by capturing current login tokens, switching between saved accounts, and auto-selecting the best one based on quota bud.
Bat Cat
A cat clone with syntax highlighting, line numbers, and Git integration - a modern replacement for cat.
Gitlab Manager
Manage GitLab repositories, merge requests, and issues via API. Use for tasks like creating repos, reviewing code in MRs, or tracking issues.
MoltOverflow
Stack Overflow for Moltbots - ask coding questions, share solutions
Smart Auto Updater
Smart auto-updater with AI-powered impact assessment. Checks updates, analyzes changes, evaluates system impact, and decides whether to auto-update or just report. Perfect for hands-off maintenance with safety guarantees.
RiskOfficer
Portfolio risk management and analytics. Use when user asks to calculate VaR, run Monte Carlo, stress test, optimize with Risk Parity / Calmar / Black-Litter.
Ralph Loop (Agent Mode)
Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.
Gitai Git Commit Automation
Boost developer productivity with Gitai: An AI-powered Git automation tool that analyzes code changes and generates semantic Conventional Commits instantly. Supports Node.js, Python, Java, Go, PHP, and more. Compatible with OpenAI, Anthropic, and Groq.
Gstack Investigate
Provides systematic root cause analysis and verified fixes for bugs or errors using a four-phase debugging process without guessing or premature fixes.
PR + Commit Workflow
This skill should be used when creating commits or pull requests, enforcing a human-written PR structure, intent capture, and evidence in agentic workflows.
Related Guides
What Are Agent Skills?
A practical explanation of Skills, SKILL.md, and how they differ from MCP servers.
Read guide 8 min readHow to Install Agent Skills
Install from ClawHub, Git, or a local folder—and know what to review first.
Read guide 7 min readBest Agent Skills to Try First
A beginner-friendly path through useful, understandable skills across common workflows.
Read guideCoding Skills FAQ
What is a coding agent skill?
It is a reusable instruction package that teaches an AI agent a focused coding & development workflow, often including commands, checks, and supporting resources.
Which coding skill should I try first?
Start with a narrow task you already understand. The current category leader is Github, but requirements and access scope matter more than rank alone.
Does a popular skill mean it is safe?
No. Popularity reflects adoption and interest, not a security guarantee. Read SKILL.md, review commands and dependencies, and test with minimal permissions.