Full orchestration workflow with swarm mode: evaluate -> clarify -> classify -> persist -> plan mode -> spawn teammates -> execute -> validate -> retrospective. Use when: (1) implementing features, (2) complex refactoring, (3) multi-file changes, (4) tasks requiring coordination. Triggers: /orchestrator, /orch, 'orchestrate', 'full workflow', 'implement feature'.

2026-06-22141

research

alfredolopez80/multi-agent-ralph-loop

Comprehensive research skill using Zai MCP web search and native Claude Code tools

2026-06-22141

smart-fork

alfredolopez80/multi-agent-ralph-loop

Smart Forking - Find and fork from relevant historical sessions using parallel memory search across vault, handoffs, and ledgers

2026-06-22141

adversarial

alfredolopez80/multi-agent-ralph-loop

Apply adversarial opposite-analysis to plans, specs, architecture, code changes, and claims. Use when the user asks for adversarial review, opposing analysis, contrarian review, red-team reasoning, or Z.ai and MiniMax cross-checks through the Ralph MCP router.

2026-06-22141

attack-mutator

alfredolopez80/multi-agent-ralph-loop

Test case mutation and variation generator for adversarial testing

2026-06-22141

context7-usage

alfredolopez80/multi-agent-ralph-loop

Patterns for using Context7 MCP for library documentation (v2.25)

2026-06-22141

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