Council: A Structured Dialogue Framework for Claude
Council — A Crucible is a structured dialogue framework designed to run within a single Claude context window. It uses persona framing to create four distinct modes of engagement: rigorous interrogation, generative action, lived experience, and unformed intuition.
How It Works
The framework operates through register instruction — precise persona descriptions that bias the model's output direction rather than commanding it directly. This approach allows the tool to serve as a thinking aid rather than a replacement for judgment, providing different cognitive and emotional registers on demand based on what the user is trying to accomplish.
Practical Application
The source describes the framework as a tool for thinking where "you think against it rather than into it, and the thinking gets sharper in the friction." It's designed to match different modes of engagement to specific user needs, whether that requires rigorous questioning, creative generation, experiential perspective, or intuitive exploration.
The project is available on GitHub at https://github.com/kpt-council/council-a-crucible.
📖 Read the full source: r/ClaudeAI
👀 See Also
Nudge: A local-first app that surfaces Claude-generated plans via contextual triggers
Nudge is a free, local-first iOS/Android app that lets you paste markdown plans (from Claude, ChatGPT, Notes) and attach triggers like time, location, Wi-Fi, inactivity, or one-time to surface them via local notifications.
Auto-co: A 50-Line Bash Script That Turns Claude Code Into Autonomous AI Companies
Auto-co is a 50-line bash script that wraps the Claude Code CLI in a loop, allowing it to run autonomously with 14 AI agents playing roles like CEO, engineer, and critic. It has built four products from scratch, including FormReply and Changelog.dev, at a total cost of $268 across 270+ cycles.
Reddit user measures MCP token overhead: 67K tokens consumed before any question
A developer measured their MCP server token overhead at 67,000 tokens consumed before typing a single question, with Playwright MCP using 13,600 tokens and GitHub MCP using 18,000 tokens idle. They replaced MCP with skills and CLI tools for lower context costs.
