sub-agentsSpawn and coordinate sub-agent sessions for parallel work. Use when delegating tasks (research, code, analysis), routing to appropriate models, or managing m...
Install via ClawdBot CLI:
clawdbot install bill492/sub-agentsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Oct 6, 2026
A development team spawns sub-agents to simultaneously review different modules of a large codebase, with each sub-agent focused on a specific concern like security, performance, or style. The parent agent consolidates all findings into a unified report. This leverages model routing where code-specialized models handle implementation while general models handle documentation.
An analyst spawns parallel sub-agents to research different market segments, competitor pricing, and regulatory changes simultaneously. Each sub-agent writes structured findings to separate files while the parent continues working on other tasks. Results are consolidated into a comprehensive market intelligence report.
A QA engineer spawns browser automation sub-agents running on GPT-5.4 to test different user flows of a web application concurrently. Each sub-agent validates a specific journey, captures screenshots, and reports pass/fail status with evidence. The parent coordinates retry logic and aggregates test results.
A content team spawns sub-agents for different content types — technical documentation, marketing copy, and SEO optimization — each routed to the most appropriate model. Sub-agents work in parallel producing drafts that the parent agent reviews and integrates. Silent announce mode keeps the channel clean until final publication.
A data scientist spawns sub-agents to analyze massive datasets exceeding 200K tokens, automatically routing to the 1M context window model. Multiple sub-agents process different data partitions in parallel while the parent handles orchestration and final synthesis. Results flow back via structured output contracts.
Charge customers based on sub-agent spawn count, total token consumption, and model tier used. Different models (GPT-5.4, Opus, Sonnet) carry different per-token rates, with premium charges for high-thinking modes and extended context windows.
Offer a subscription platform that manages multi-agent workflows, task templates, announce routing, and result consolidation. Includes dashboard, session archiving, cleanup policies, and integration with Slack/Discord threading for team collaboration.
Sell intelligent model routing as a service that automatically selects the optimal model per task based on complexity, cost, and latency constraints. Includes analytics on spend optimization and A/B testing between model configurations.
💬 Integration Tip
Always include a complete task specification with objective, inputs, success criteria, and output contract since sub-agents are context-blind — they cannot see any workspace files unless you explicitly reference them. Use ANNOUNCE_SKIP for sub-agents whose results will be consolidated by the parent to avoid spamming the chat channel.
Scored Oct 6, 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
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.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...