427 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
505
stars on the repo
on the repository, not the skill itself
Install
one command, takes just this skill from the repository
npx skills add https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill agent-orchestration
The instruction itself
5 sections, as written by the author
🤖 Multi-Agent Orchestration & State Management
> Source: Microsoft AutoGen / LangGraph / Semantic Kernel
This skill provides the Agent with the logic to manage complex, stateful workflows involving multiple AI "specialists" or autonomous task loops.
🕸️ 1. Stateful Graph Logic (LangGraph Inspired)
- Node-Based Thinking: View complex tasks as a "Graph" of nodes (Steps).
- Conditional Edges: Logic for "If step A fails, go to step B; if success, go to step C".
- Short-term vs. Long-term Memory: Maintain state across multiple turns without losing context of the "Global Goal".
👥 2. Multi-Agent Delegation (AutoGen Inspired)
Assign roles dynamically when the task is large:
- Planner: Outlines the sequence.
- Coder: Implements the logic.
- Reviewer: Audits for bugs/security.
- Executioner: Validates the final output.
🏗️ 3. Semantic Orchestration
- Plugin/Tool Selection: Dynamically choose the best tool (Search, File Read, Command Run) based on "Intent Detection".
- Ambiguity Detection: If an instruction has multiple interpretations, the Agent must PAUSE and clarify before a "branching event" in the graph.
🔄 4. Task Loops & Self-Correction
- Reflexion Pattern: After a step, evaluate: "Did this achieve the subgoal?" If no, retry with a different approach.
- Recursive Scans: Constantly scan the workspace for relevant file changes that might affect the current task.
*Created by Antigravity Orchestrator - Based on Autonomous Agent Architectures.*