thinking-partner

Structured thinking and multi-perspective deliberation tools

A deterministic thinking partner that challenges assumptions and applies 150+ mental models to sharpen decisions, solve problems, and think more clearly. Features orientation detection, cognitive operations framework, and structured diagnostic workflows.

Proactive enhancement layer for AI agents — learns user patterns from any memory store, upgrades prompts into full intent, takes engineer-grade initiative that advances the goal instead of generic filler, predicts the next request, verifies everything before delivery, scans for AI slop, orchestrates subagents when available, onboards itself to any host on first run, and runs a self-improvement loop that sharpens its own heuristics. Universal adapter runs on Claude Code, Codex, Hermes, OpenClaw, opencode, Cursor, Gemini CLI, and custom loops.

Compile humans into AI agents through deep interviews. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates installable Claude Code plugins that embody a person's decision-making, communication style, and expertise.

Portable prompt bundle that turns any LLM into a patient interviewer who asks the right questions. For generalist knowledge workers.

Ultra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.