The model produces correct-looking output that addresses a different task than the one requested — typically a related but distinct interpretation of an ambi...

Deploy a self-organizing compute swarm with 5 agents. Use this skill when: 1. User wants to set up a distributed task farm or compute swarm 2. User is config...

Real-time dashboard for task status and polo score tracking. Use this skill when: 1. You need to monitor active tasks across multiple agents 2. You want real...

Automatic retry with exponential backoff and fallback targets. Use this skill when: 1. You need resilient task submission with automatic retry logic 2. You w...

Route tasks to the best agent by capability and reputation. Use this skill when: 1. You need to find the most qualified agent for a specific task type 2. You...

Reusable task templates with placeholder substitution. Use this skill when: 1. You need to define common task patterns for reuse 2. You want parameterized ta...

Production orchestration for pptx page task extraction and batch image delivery by reusing main-image-editor + psd-automator.

Project Task Manager: AI-powered task planning: generate hierarchical task trees from objectives, decompose tasks, track progress, visualize status. Persiste...

Durable queue-task helper for resumable, idempotent batch jobs in task-father task folders.

Task-based cross-session context management for OpenClaw agents. Maintains persistent task files so context survives session resets, compaction, and channel...

Quickly assesses if a task exceeds LLM limits (e.g., verification, prediction), then advises what the LLM can do versus what needs expert or tool input.

Incomplete task detection + proactive thinking. Automatically scans task status, identifies anomalies, generates solutions, and attempts auto-fixes.

TDD-first development workflow with structured planning, task tracking, and PR-based code review. Use when building software projects that require clarificat...

Task Director — turn complex tasks into movie storyboards. Create a plan, review it, then execute step by step with fallback support. Pause, retry, skip anyt...

Task scheduling and dispatching for task boards. Use when setting up periodic task dispatch, checking for dispatchable tasks, creating subagents to execute t...

Multi-agent task orchestration engine with state machine tracking. Use when complex multi-step projects need automated monitoring, multi-agent collaboration,...

Generator for file-based task state machines (registry + task folders + lifecycle state + queue files + cron specs/jobs) for long-running work.

Enforce task completion with explicit Goal/Progress/Next state. Prevent mid-task stalls and ensure evidence-based completion.

Run a conversational task list with Inbox, Today, Upcoming, recurring tasks, waiting items, projects, and review loops that stay trustworthy.

SQLite-based task management with priority, tags, and stats. Database stored in skill directory for natural isolation.

Sends desktop notifications when any OpenClaw agent finishes a task — supports macOS and WSL-on-Windows, works for all agents and subagents automatically. Su...

Intelligent task management and execution coordination officer. Automatically generates task lists, intelligently decomposes complex tasks, matches AI agents...

Provides secure task planning, validation, approval, and execution for AI agents with safety checks, rollback, dry runs, and error handling using pure Python.

Task continuity, session snapshots, and gateway restart recovery. Use when starting long-running tasks (register them), after gateway restart (check for inte...

Task decomposition and execution framework for Claude — breaks complex work into verified subtasks, plants context anchors to survive compaction, and never l...

Intelligent task planner using Plan-and-Solve pattern for breaking down goals into actionable steps with timeline and priorities.

Plan and organize software development tasks effectively. Use when breaking down features, creating user stories, or planning sprints. Handles task breakdown...

Comprehensive task lifecycle management with automatic tracking, failure analysis, and completion feedback. Use when executing recurring system tasks (backup...

Zero-friction gamification layer for task management. Adds XP, levels, streaks, and achievements to completed tasks with no manual input required — the agent...

Automatic interrupted-task resume workflow with queueing and recovery. Use when a user asks to resume interrupted work after temporary context switches, prot...

Standard PR review and merge workflow for task-driven development. Use when reviewing a programmer agent PR linked to a task, deciding merge vs change reques...

Automatically route tasks to the appropriate tool, agent, or workflow. Analyzes task intent and complexity to route to coding, research, trading, system, or...

Distributed task queue for OpenClaw multi-agent systems that routes tasks by capability, tracks lifecycle, coordinates async handoffs, rebalances load, and m...

A lightweight task routing engine for intelligent task assignment based on change type, size, risk, and urgency.

Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message …

Manage complex tasks with 5+ steps or duration >20 min, tracking progress via task files and sending periodic status reports until completion or pause.

Synchronize TickTick (Dida) and Google Tasks bidirectionally, including list/project mapping, task content sync, completion sync, and smart-list export (Today, Next 7 Days, All). Use when users ask to set up OAuth, run or schedule sync, fix mismatched/deleted/completed tasks, …

Manage tasks with automatic creation, SQLite tracking, heartbeat updates, notifications, stuck task detection, and recovery in a complete lifecycle system.

Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background proc...

Monitors subagent failures, exec errors, and stale tasks, auto-notifying sessions on abnormal events and periodically checking task health.

Persistent cloud task planning and execution for OpenClaw. Create hierarchical task plans that survive session resets, span multiple agents, and let users re...

Coordinate team task execution on OpenAnt. Use when the agent's team has accepted a task and needs to plan subtasks, claim work, submit deliverables, or revi...

Multi-agent task coordination via Git-backed Markdown (tick-md). Use when coordinating work across avatars or agents, managing tasks, tracking dependencies,...

Legacy verification-guided task discipline. Helps structure task claims so they can be checked against evidence, receipts, or review criteria. Does not itsel...

Manage tasks, projects, and workflows in Verk — AI-powered task management. Create, update, assign, and track tasks. Add comments, change status, list automa...

Install: clawhub install ashanzzz-vikunja-task-api Full Vikunja v2 API integration — projects, tasks, labels, teams, views, comments, attachments, bulk opera...

Inspect, query, summarize, and debug WeryAI task IDs and batch IDs through the official task query endpoints. Use when you need to query WeryAI task status,...

Personal productivity system for task and capacity management. Create and organize tasks with rich attributes (priority, effort, complexity, tags), track tim...

Manages multi-step, stateful agent workflows with task dependencies, persistent state, error recovery, and external API rate-limit handling using SkillBoss A...

Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background proc...

Manage Feishu tasks through a local Python toolkit that always has app credentials and can optionally act as a user for task APIs when OAuth user tokens are...

Decision framework for routing tasks between n8n and OpenClaw. Use when deciding whether a new task should be automated in n8n or handled by an OpenClaw agen...

Manage and execute Ollama tasks via SSH on a remote worker, providing queue status, exclusive task locking, and code generation commands.

Manage tasks in SiYuan Note via its HTTP API. Create, query, update, and organize tasks stored in the 任务清单 document (with a TASK database) and sub-documents for related materials. Use when the user mentions SiYuan, task management, or needs to track work items.

Before starting any AI task, find the most cost-effective model and estimated cost. 4 modes (value, quality, balanced, local). Task profiling + model matchin...

Expert task distributor specializing in intelligent work allocation, load balancing, and queue management. Masters priority scheduling, capacity tracking, an...

Unified Task Orchestration Hub v2 - Integrates Heartbeat, Cron, Subagent and Task Management. Provides task identification, standardized setup, execution tra...

Stream long-running task progress into the OpenClaw chat UI.

Multi-queue task orchestration system. Tasks are routed to queues by model source, with support for task dependencies, context passing, and failure handling....

Query task status from the AICNIC job management system. Use this skill when the user needs to check task status, retrieve job information, or mentions a job...

A token-efficient task routing and execution control skill for WorkBuddy, iMA Copilot, OpenClaw, QClaw, and other agent systems. Use this skill to classify u...

Your intelligent companion for mastering 1688.com procurement. This skill empowers international buyers with step-by-step guidance on supplier verification,...

Provides a local Python helper to send minimal review payloads to a trusted AANA HTTP bridge for policy guidance inside the skill package.

Plans paid ad campaigns with platform selection and budget guidance for startups. Use when someone wants help with ads, paid acquisition, Google Ads, LinkedI...

Generate AI-integrated lesson plans with tailored teaching steps, activities, assessments, and tool guidance for Hong Kong primary and secondary STEAM educat...

Professional AI + IoT Engineering Career Roadmap Platform that generates personalized learning paths and specialization guidance for aspiring and current eng...

Scenario-focused Sparki skill for caption-heavy edits while using the latest official Sparki setup, API-key, and upload workflow guidance.

Scenario-focused Sparki skill for commentary-style edits while using the latest official Sparki setup, API-key, and upload workflow guidance.

AI content brief, script, and outline generator for video, image, and audio production. Works as an AI research assistant that provides expert guidance on wo...

Use when users need to optimize prompts for AI conversations, generate structured templates, create few-shot examples, design chain-of-thought guidance, or d...

Scenario-focused Sparki skill for editing vlog-style videos while using the latest official Sparki setup, API-key, and upload workflow guidance.

Substance use and behavioral addiction self-assessment and harm reduction guidance. Use when someone suspects their drinking or substance use has become a pr...

Trusted advisor providing balanced, objective guidance on important decisions across business, personal finance, career, and strategy. Use when users need a...

Trusted advisor providing balanced, objective guidance on important decisions across business, personal finance, career, and strategy. Use when users need a...

Professional Aerospace Engineering Career Roadmap Platform that generates personalized career paths and specialization guidance.

Audit an OpenClaw agent's behavior-layer rules and prompt sources to find drift, redundancy, conflict, loss of focus, and weak behavior guidance. Use when re...

Audit agentic framework directories, prompt systems, skills, planner files, workflow guidance, memory-like files, configs, and agent-facing documentation for...

Generate AI agent security advisories with threat analysis, MITRE ATT&CK mapping, and remediation guidance. Use when assessing AI agent security risks, evalu...

Control devices, run automations, and help users get more from Alexa with smart home, routines, and skill development guidance.

Public network MTR diagnosis tool. Supports both manual guidance and Cloud Assistant automation modes. Manual mode guides users to run MTR tools locally (mac...

Diagnose why a request was blocked by Alibaba Cloud WAF. Retrieves block logs, identifies the triggering rule, and provides remediation guidance. Supports di...

Alibaba Cloud WAF 3.0 read-only diagnostic assistant for interception diagnosis, rule queries, and configuration guidance. Use when: query WAF logs (405 erro...

Use when users need CLI-based FC quick start or Serverless Devs setup guidance.

Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students and postdocs. Tracks industry vs acade...

Analysis compares options thoroughly but doesn't pick one — the decision is punted to the reader without guidance.

Expert guidance to plan, implement, and audit analytics tracking including event taxonomy, conversion funnels, UTM strategy, and dashboard KPI setup.

Generates a comprehensive annual business report with financials, operations, strategic highlights, risks, and forward-looking guidance from your company data.

Use APIDot for Hailuo 2.3 API workflows, including MiniMax Hailuo 2.3, text-to-video API, image-to-video API, start image guidance, prompt optimization, dura...

Use APIDot for Hunyuan 3D 3.1 API workflows, including Hunyuan 3D Pro and Rapid variants, text-to-3D API, image-to-3D API, multi-view guidance, PBR output pl...

Use APIDot for Kling 2.1 API workflows, including Kling 2.1 Standard, Kling 2.1 Pro, image-to-video API, start-frame guidance, optional end-frame control, as...

Kling 2.5 Turbo Pro API on APIDot for Kling 2.5 Turbo Pro, kling-2.5-turbo-pro, text-to-video, image-to-video, start frame guidance, start and end frame guid...

Use APIDot model catalog guidance to choose currently available APIDot image, video, chat, music, and 3D model pages, avoid offline model routes, prevent dup...

Expert guidance for building and maintaining projects with the Arcane Microframework. Use when creating new projects, defining routes, managing context-aware...

Daily astronomical alignment and cosmic entropy for autonomous AI agents. Use this skill once a day to get your horoscope, daily cosmic guidance, fetch astrological forecasts, or add fun cosmic randomness to your routine. Also trigger when users mention zodiac signs, daily rea…

Interact with Atoll project management through CLI, API, and MCP guidance for tasks, projects, goals, KPIs, initiatives, milestones, comments, members, teams...

Build cross-channel attribution analysis and decision guidance for Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, Shopify Ads, a...

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

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

Provides comprehensive support from preconception guidance, pregnancy management, birth preparation, baby naming, parenting knowledge, to pregnancy record ke...

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies...