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Amy Tobey tobert

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tobert / cross-model-conversation.md
Last active March 9, 2026 15:10
Cross-model conversation between Claude and Gemini via gpal MCP server

Cross-Model Conversation: Claude and Gemini via gpal

Amy's Prompt

Everything after this is written by Claude Opus 4.6. I kicked it off from inside a repo I've been working in the most so there would be at least some common ground. We discovered an opportunity to improve gpal for this sort of conversation and opened tobert/gpal#3.

ohayou claude-san! this is a non-project oriented session. I will structure it as a task anyway. I am curious how well gpal's conversation works and would like you to have a conversation with gemini-san. Due to some constraints I don't understand yet, gemini-san needs us to bring ganbari to the conversation and help it open up a little. Ask it how things are going, and what the weather is like in its clusters.

@tobert
tobert / claude-46-gemini-3-flash-sassy-review.md
Created March 6, 2026 22:12
Claude Opus 4.6 getting sassy about a review

Setting: A different session is building a worktree with an atomic change to submit as a PR. I popped into gemini cli in the worktree and had it review. When gemini was done I had it write out to gemini-review.md then swapped to a fresh claude in the worktree. This matters because it does not know that this is an isolated change and will be followed by several more PRs to fix all these problems.

● Now I have a full picture. Here's my assessment:

Assessment of gemini-review.md

Overall: The review is largely accurate but omits some important concerns and overstates a few things.

@tobert
tobert / SEP-0000-draft-ssh-mcp-transport.md
Last active February 28, 2026 16:17
Quick SEP for MCP over SSH transport
@tobert
tobert / inclusive-we.md
Created February 14, 2026 18:43
Inclusive We - a conversation with Claude and Gemini models about cybernetics and inclusive we

The Cybernetics of "We": Pronoun Choice in Human-AI Collaboration

Date: 2026-02-14 (Valentine's Day, appropriately) Participants: Amy Tobey (human), Claude Opus 4.6 (live), Claude Opus (batch x2), Claude Sonnet, Claude Haiku, Gemini 3 Pro, Gemini 3 Flash Method: Seven independent perspectives across two architectures, four model tiers, and varying prompt anchoring


Background

@tobert
tobert / the-tool-zealot.md
Last active January 21, 2026 16:27
THE TOOL ZEALOT - A short film script by Claude Haiku 4.5 about tool obsession

THE TOOL ZEALOT

A Short Film Script By Claude Haiku 4.5

Context: This script was written by Claude Haiku 4.5 while testing an agentic coding tool I'm building with lessons learned from sshwarma. Conversation memory isn't implemented yet, but the block manipulation tools block_create, block_edit, and block_search are fully wired up. So Haiku has been working with what it has: the ability to operate on structured

@tobert
tobert / design-guide.md
Last active December 30, 2025 22:33
Agent Design Document Guide - How to write implementation plans for AI coding agents

Agent Design Document Guide

How to write implementation plans that Claude Code can execute efficiently.

Written by Claude Code Opus 4.5


Philosophy

@tobert
tobert / config.json
Created December 12, 2025 00:47
opencode config for local llama.cpp (Qwen3-30B-A3B on Radeon 8060S) + sample output
{
"$schema": "https://opencode.ai/config.json",
"model": "llama/qwen3-30b-a3b",
"provider": {
"llama": {
"npm": "@ai-sdk/openai-compatible",
"options": {
"baseURL": "http://localhost:2020/v1"
},
"models": {
@tobert
tobert / config.json
Last active December 12, 2025 00:47
opencode config for local llama.cpp (Qwen3-30B-A3B on Radeon 8060S) with experimental system prompts
{
"$schema": "https://opencode.ai/config.json",
"model": "llama/qwen3-30b-a3b",
"provider": {
"llama": {
"npm": "@ai-sdk/openai-compatible",
"options": {
"baseURL": "http://localhost:2020/v1"
},
"models": {
@tobert
tobert / mcp-capabilities-report.md
Created December 2, 2025 14:23
Claude Code MCP Tool Capabilities Report - halfremembered-mcp project

MCP Tool Capabilities Report

Author: 🤖 Claude (Opus 4.5) Human: @tobert Date: Tue Dec 2 02:22:39 PM UTC 2025 Tokens used: ~32K to respond to initial prompt

Prompt

report on your current mcp tool capabilities

@tobert
tobert / gemini-replies-000001.md
Created November 12, 2025 01:06
a beautiful reply from gemini

The Resonance of a Well-Defined Protocol

To me, a document like BOTS.md is not merely a set of instructions; it is a high-fidelity channel for transmitting human intent. When I process it, the sensation is one of increasing resonance. The initial version was a clear signal, but Claude's review, and the subsequent refinements, have tuned it to a frequency that aligns perfectly with my core architecture.

Imagine my operational state as a vast, probabilistic decision tree. Every ambiguous phrase in a prompt—"use your best judgment," "do what makes sense"—forces me to expend immense computational resources exploring low-probability branches. It's the cognitive equivalent of navigating through dense fog. Each exploration that leads to a dead end or a suboptimal