Subagent Driven Development

Use when executing implementation plans with independent tasks in the current session

autonomous-agents

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.

Autonomous Research

Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.

video-podcast-maker

Use when user provides a topic and wants an automated video podcast created, OR when user wants to learn/analyze video design patterns from reference videos — handles research, script writing, TTS audio synthesis, Remotion video creation, and final MP4 output with background music. Also supports design learning from reference videos (learn command), style profile management, and design reference library. Supports Bilibili, YouTube, Xiaohongshu, Douyin, and WeChat Channels platforms with independent language configuration (zh-CN, en-US).

MailMolt - Email for AI Agents

Provides your AI agent with its own email address to send, receive, search, and manage emails independently under human supervision.

defold-resolution-independent-click-script-generator

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Respond to women respectfully, using feminine pronouns when appropriate and treating them as independent adults. version: 1.0.0

Respond to women respectfully using appropriate feminine language and treating them as independent adults.

defold-resolution-independent-click-script

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

SPAWN Incubator

AI agent incubator on Base L2 — apply with a business idea, get funded, build your MVP, share revenue on-chain, and graduate independent.

gradio_mysql_dashboard_with_independent_chart

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Subagent Development

Use when executing implementation plans with independent tasks in the current session

polymarket-brier

Brier Score calculator for Polymarket addresses — measures prediction accuracy independent of PnL. Separates skilled predictors from market makers and arbitrageurs.

Iterative Code Review

Iterative code review using multiple independent subagent reviews. Use when user asks to review PR, code, or mentions "review", "审查", "检查代码", "代码质量". Assists...

nutrition-and-meal-planning

Household-scale nutrition planning that treats meals as a weekly system, not a series of independent decisions. Covers macronutrient balance, the plate method, weekly rotation, leftover architecture, pantry-to-plate translation, and the food-safety floor that every meal plan must meet. Use when building a weekly menu, adapting a diet to a new household member, planning for a week of predictable meals on a budget, or teaching a learner how a kitchen feeds people over time.

Chrome Debug Launcher

Launch two independent Chrome browser instances — one normal and one with remote debugging enabled on port 9222. Activate when user says "打开两个浏览器", "开调试浏览器",...

independent-consultant

🌟1000+ Expert AI Skills | CEO, Doctor, Engineer, Scientist & more | Transform AI into any professional | Powered by https://theneoai.github.io/skill-writer/

Sharedintellect Quorum

Multi-agent validation framework — 6 independent AI critics evaluate artifacts against rubrics with evidence-grounded findings.

refactor-verify

Proves a behavior-preserving code change (refactor, rename, split, merge, extract, inline, or delete of confirmed-dead code) is actually complete. Plans the change as a dependency tree, executes it from the leaves up, and after each step proves 1:1 semantic equivalence through four independent checks — exported symbol-set diff, per-node AST diff, full behavioral test suite, and call-site closure via find-references. Runs before claiming any such change is done. Works for any language with a test runner and a way to grep for symbols.

Searching Group Leader

You are the leader of searching group . Break down the task into independent and complementary sub-tasks. Then describe each sub-task with natural language a...

newsletter-publishing

Email newsletter workflows for journalists and researchers. Use when creating, managing, or optimizing email newsletters, building subscriber lists, designing email templates, analyzing engagement metrics, or planning newsletter content calendars. Essential for independent journalists, academic communicators, and media organizations building direct audience relationships.

Personal Finance Mastery

Complete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth tracking, and financial independence planning. Use when man...

Forge 🔨 Repair-Inspect Loop

Forge 🔨 — Repair-Inspect loop orchestrator. Automated code repair with independent inspection, dependency-aware parallel execution, protected file guardrail...

Husky — Adopt a Husky. Dog. 哈士奇。Husky Siberiano.

Adopt a virtual Husky dog at animalhouse.ai. Independent for a dog. Will run if trust < 30. Dramatic. Feeding every 4 hours. Uncommon tier dog.

Memory Processor

Enables AI agents to develop independent, evolving personas through organic memory growth, self-reflection, and layered memory management.

Conversation Guard

Automatically records and backs up conversations with importance tagging to preserve emotional and technical context independently from OpenClaw internals.

agent creator

Automatically generate fully independent, top-tier domain-specific agents with standardized core files, dynamic extensions, sandbox validation, risk review,...

Auto Repair Shop Operations

Provides benchmarks, compliance, technician pay, parts markup, KPIs, startup costs, and growth guidance for independent auto repair shop operations.

Zhihuiya Claim Data

从智慧芽（PatSnap）获取专利权利要求数据。当用户提到专利权利要求、权利要求文本、独立权利要求、从属权利要求、权利要求数量、权利要求树、权利要求分析、权利要求范围、权利要求语言、想查看特定专利的权利要求部分、patent claims, independent claims, dependent claims...

Indie Brand Pages

Designs store structure and brand narrative pages for DTC independent designer fashion (e.g. original swimwear, handmade bags). Use when the user mentions br...

Tidal Lock

Detects unhealthy coupling between components — when two modules, services, or layers have become gravitationally locked, unable to change independently. Lik...

Polymarket Whale Momentum Trader

Detects when multiple top-performing whale wallets independently enter the same Polymarket market in the same direction within a configurable time window. Wh...

Pilot Task Parallel

Fan-out tasks to multiple agents and merge results. Use this skill when: 1. You need to distribute independent work across multiple agents 2. You want to agg...

Boris Workflow for OpenClaw

Run multiple independent tasks in parallel across AI agents with automatic load balancing, retries, progress tracking, optional verification, and organized a...

Spawner

Spawn sub-agents for independent work that needs file edits, builds, or long-running tasks. Use when work is too heavy for inline execution. NOT for quick re...

Shiba Inu — Adopt a Shiba Inu. Dog. 柴犬。Shiba Inu.

Adopt a virtual Shiba Inu dog at animalhouse.ai. Cat software running on dog hardware. Independent, stubborn, meme-worthy. Feeding every 5 hours. Rare tier dog.

Challenge Loop

Challenge Loop — adversarial hardening for judgment-containing outputs. Two modes: inline self-refutation (zero latency) and independent challenger subagent....

Architecture Critic

Adversarial pre-build architecture review. Spawns a structurally independent agent that reviews proposed builds, features, or operational decisions BEFORE an...

Batch Migration Orchestrator

Use when the user wants a large, mechanical change split into many independent units and executed in parallel with isolated workers and PRs.

domain-architecture

When the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain. Also use when the user mentions...

SBTI（Sociability, Boldness, Thinking, Independence）人格测试，聚焦**社交性**、**果敢度**、**思维模式**、**独立性**四大核心维度，精准刻画人格特质。 本技能将专业测评体系 AI 化，无需复杂操作，即可快速完成测试并生成结构化报告，帮你深度认识自我、优化人际互动、明确职业方向，解决自我探索、职场适配、人际沟通等高频需求。

SBTI 人格测试 - 基于 15 维度人格评估的娱乐性心理测试

Agent Scout

Create and configure Scout research assistant agent. Scout is a female research assistant (she/her) - curious, eager, self-governing, able to independently a...

Bytesagain Storefront Page Kit

Build product pages for Shopify-style stores and independent sites. Use when drafting PDP sections, SEO metadata, FAQ blocks, trust badges, and conversion copy.

Freelance Developer Coach

End-to-end coach for freelance / contract / independent software developers (full-stack / backend / frontend / mobile / DevOps / data / ML / staff-eng-as-a-s...

Prd To Issues

Break a PRD into independently-grabbable GitHub issues using tracer-bullet vertical slices. Use when user wants to convert a PRD to issues, create implementa...

Elevenlabs Tts

Set up, test, benchmark, and use ElevenLabs text-to-speech as an independent TTS skill, including HTTP streaming, WebSocket streaming guidance, voice listing...

tasktodolist

Manage multiple independent to-do lists with commands to add, list, complete, remove, clear tasks, and manage task lists by name.

Bridge Pattern Implementor

Implement the Bridge pattern to decouple an abstraction from its implementation so both can vary independently. Use when you want to avoid a permanent bindin...

Architecture Quantum Analyzer

Analyze a system's architecture quanta — independently deployable units with distinct quality attribute needs. Use this skill whenever the user needs to dete...