Multi-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules. Use when: 3+ files need changes, new feature implementation, cross-module refactoring, API changes with tests, security-related changes, performance optimization across codebase, database schema changes. Skip when: single file edits, simple bug fixes (1-2 lines), documentation updates, configuration changes, quick exploration.
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
Ruflo v3.6 (2026-04-29) — Stable release with agent federation and comms-first coordination. 6,000+ commits, 314 MCP tools, 16 agent roles + custom types, 19 AgentDB controllers, 21 native plugins. Packages: @claude-flow/cli@3.6.10, claude-flow@3.6.10, ruflo@3.6.10 Mandatory patterns: - ALWAYS batch ALL todos in ONE TodoWrite call (5-10+ minimum) - ALWAYS spawn ALL agents in ONE message with full instructions via Task tool - ALWAYS batch ALL file reads/writes/edits in ONE message - ALWAYS batch ALL terminal operations in ONE Bash message -…
ABSOLUTE RULES: 1. ALL operations MUST be concurrent/parallel in a single message 2. NEVER save working files, text/mds and tests to the root folder 3. ALWAYS organize files in appropriate subdirectories 4. USE CLAUDE CODE'S TASK TOOL for spawning agents concurrently, not just MCP MANDATORY PATTERNS: - TodoWrite: ALWAYS batch ALL todos in ONE call (5-10+ todos minimum) - Task tool (Claude Code): ALWAYS spawn ALL agents in ONE message with full instructions - File operations: ALWAYS batch ALL reads/writes/edits…
This repository contains the GitHub profile README (Zekiog/Zekiog). It is a personal identity and portfolio repository — not a product codebase. This AGENTS.md follows the AGENTS.md standard applied across all active repositories.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.