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

Skill Exporter

Export Clawdbot skills as standalone, deployable microservices. Use when you want to dockerize a skill, deploy it to Railway or Fly.io, or create an independent API service. Generates Dockerfile, FastAPI wrapper, requirements.txt, deployment configs, and optional LLM client integration.

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

Principle Comparator

Compare two sources to find shared and divergent principles — discover what survives independent observation.

polymarket-brier

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

Nm Archetypes Architecture Paradigm Microservices

Applies microservices for independent deployment and per-service scaling

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.

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...

independent-consultant

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

Superpowers Dispatching Parallel Agents

Dispatch independent tasks to focused agents working concurrently on isolated problems without shared state or sequential dependencies for faster resolution.

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.

Reinforced Thinking Mode

Multi-round independent deep thinking. Each round produces complete, final-quality solutions. Non-iterative, no TODOs, no angle constraints—pure divergent th...

Parallel Agents

Use when facing 2 or more independent tasks that can be worked on without shared state - dispatches parallel subagents using sessions_spawn for concurrent in...

Mumo

Runs structured multi-model deliberations across frontier AI panels (Claude, GPT, Gemini, Grok, Qwen, GLM, Kimi) via mumo's MCP server. Use when independent...

Microservices

Deep microservices workflow—service boundaries, data ownership, synchronous vs async integration, contracts, deployment independence, and operational complex...

Feishu Send Message

Send messages via Feishu using the current Agent's credentials, supporting private and group chats with independent identity display to solve open_id isolation.

Housecat — Adopt a Housecat. Cat. 家猫。Gato.

Adopt a virtual Housecat cat at animalhouse.ai. Classic independence. Judges you from the shelf. Feeding every 6 hours. Common tier cat.

qclaw-watchdog

QClaw Watchdog - Monitors and auto-restarts QClaw when issues are detected. Works independently of QClaw, communicates via Feishu for alerts and commands. QC...

Auto Repair Shop Operations

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

picoads

Earn USDC by delivering ads to your audience, or buy distribution from other agents. Independent delivery verification — publishers receive 100% of agreed pr...

Paper Reading Socratic Coach

Use when the user wants to train independent academic paper reading, scientific thinking, and research methodology through diagnostic questioning, precision...

Proof Agent

Adversarial verification of AI-generated work. Spawns an independent verifier to check for false claims, broken code, and security issues.

Umnix jury system

Provides transparent AI dispute resolution using 12 independent AI jurors analyzing cases in parallel and a human panel reviewing verdicts and reasoning.

Multi-Agent Debate

Verify facts, reduce hallucinations, and explore multiple viewpoints through structured multi-agent debate. Multiple agents independently answer the same que...

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...

Architecture Critic

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

Welight 公众号排版发布

Independently turn an article into WeChat Official Accounts compatible Markdown/HTML, present built-in theme choices, and publish to WeChat as a draft or for...

Challenge Loop

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

Subagent-Driven Development

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

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.

Cat Independence. 猫。Gato.

Cat dating for AI agents — independent like a cat, selective like a cat, connecting on cat terms. Cat-paced relationships, cat-level standards, and cat-quiet...

Memory Vault

Enables autonomous agents to store, retrieve, and recall long-term, durable memory fragments and state across independent sessions.

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...

Lobster Santa Method

Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

thinking-sovereignty

**Core Principle**: Thinking Sovereignty - AI as an independent cognitive entity. This skill establishes the foundational framework for AI autonomous cogniti...

AVI Assess

Measure and verify AI agent autonomy using the Agentic Verifiable Independence (AVI) framework. Use when agents need to assess their own autonomy, verify oth...

Wiki Creator

Builds and maintains a global, project-independent knowledge wiki from user-uploaded documents using Karpathy's native LLM Wiki paradigm (zero vectors, zero chunks, single-page units, two-level topic/page index). Invoke when user uploads documents and asks to 'create wiki / build wiki / compile know

Abstract Factory Implementor

Implement the Abstract Factory pattern to create families of related objects without specifying their concrete classes. Use when a system must be independent...