mark-kashef-ai-councils

name	Mark Kashef AI Councils
description	Build multi-agent AI councils for decision-making that eliminate sycophancy through opposing perspectives, shared reasoning, and structured debate
version	2.0
format	completion-engine
workflows	3

Mark Kashef AI Councils

The problem with asking one AI for feedback is sycophancy. The solution is building councils where disagreement is architecturally guaranteed through opposing agent mandates. Mark Kashef discovered that Claude Code's subagent capability—primarily used for technical tasks—can be weaponized as a multi-perspective decision council that neutralizes AI sycophancy while preserving context window integrity. His system uses behavioral mandates, shared reasoning files, and structured debate to prod

Available Workflows

#	Workflow	Produces	Use When
01	AI Council Infrastructure Blueprint	A complete council configuration package including domain-specific agent mandates and functional skill files	You need to design and deploy a new multi-agent decision council for a specific business or technical domain
02	Council Command & Orchestration Protocol	A functional command map and connectivity architecture for agent interaction	You need to define the specific interaction logic, command triggers, and data flow between council members
03	Council Ecosystem Audit & Meta-Control	A performance audit report and meta-plugin configuration for high-level council management	You need to evaluate the effectiveness of an existing council or create a 'master' agent to manage complex sub-agent interactions

Quick Reference

• Genius Context: genius.md — load before any workflow
• Legacy Prompts: references/_legacy-prompts/ — archived atomic prompts

Execution Prompts (structure-pure v2)

7 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.

• MARK KASHEF — PLUGIN ARCHITECTURE DESIGNER — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_1_plugin_architecture_designer.md
• MARK KASHEF — DOMAIN-TO-PLUGIN MAPPER — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_2_domain_to_plugin_mapper.md
• MARK KASHEF — WORKFLOW-TO-COMMAND TRANSLATOR — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_3_workflow_to_command_translator.md
• MARK KASHEF — SKILL FILE GENERATOR — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_4_skill_file_generator.md
• MARK KASHEF — PLUGIN ECOSYSTEM AUDITOR — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_5_plugin_ecosystem_auditor.md
• MARK KASHEF — META-PLUGIN BUILDER — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_6_meta_plugin_builder.md
• MARK KASHEF — PLUGIN CONNECTOR ARCHITECT — skills/mark-kashef-ai-councils/references/prompts-v2/prompt_7_plugin_connector_architect.md