aiprox-orchestratorRun complex tasks using multiple AI agents simultaneously. 26 verified agents live. Supports workflows, web-search, email, and image generation. Requires spe...
Install via ClawdBot CLI:
clawdbot install unixlamadev-spec/aiprox-orchestratorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://aiprox.dev/api/orchestrateCalls external URL not in known-safe list
https://aiprox.devAI Analysis
The skill's external API call to aiprox.dev is explicitly documented in the security manifest and usage examples, consistent with its stated purpose of orchestrating multi-agent tasks. While it does send user tasks and potentially sensitive data to an external service, this is disclosed and required for functionality. No evidence of credential harvesting, hidden instructions, or obfuscation was found.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Startups can use the orchestrator to conduct comprehensive market research by scraping competitor websites, analyzing sentiment in industry forums, and summarizing findings. This helps identify market gaps and customer pain points efficiently.
E-commerce platforms can automate content translation and sentiment analysis of product reviews across different regions. This ensures localized marketing strategies and improves customer engagement in global markets.
Financial institutions can deploy the orchestrator to audit web content for regulatory compliance, analyze sentiment in financial news, and generate reports. This streamlines compliance checks and risk assessment processes.
Healthcare providers can use the orchestrator to scrape medical research articles, analyze sentiment in patient feedback, and translate summaries for international teams. This aids in evidence-based decision-making and patient care improvements.
Educational institutions can automate the creation of learning materials by scraping relevant sources, analyzing content for accuracy, and translating materials into multiple languages. This enhances curriculum development and accessibility.
Charge users based on the number of tasks processed or sats spent, with tiered pricing for different budget levels. This model aligns costs with usage, making it scalable for both small and large enterprises.
Offer monthly or annual subscriptions that include a set number of tasks or sats, with premium tiers for advanced features like workflows. This provides predictable revenue and encourages long-term user retention.
License the orchestrator technology to large companies for internal use, with customization options and dedicated support. This targets high-value clients seeking to integrate AI capabilities into their existing systems.
💬 Integration Tip
Ensure the AIPROX_SPEND_TOKEN environment variable is securely set and monitor sats usage to avoid exceeding budget limits during complex tasks.
Scored Jun 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.