# AI Agents — MDRSS semantic catalog > Semantic domain: ai-agents > Coding agents, agent frameworks, tools, prompting, evaluation, safety, and autonomous workflows. > Aggregate catalog URL: https://mdrss.com/catalog/ai-agents?page=4 ## Feeds - [AI, Agents & Prompting](https://mdrss.com/s/ai-agents-and-prompting) — Agent frameworks, model behavior, evaluation, prompting, and MCP. - [AI Search, GEO & SEO](https://mdrss.com/s/ai-search-geo-and-seo) — AI visibility, answer-engine optimization, structured data, and search quality. ## Aggregate endpoints - RSS: https://mdrss.com/catalog/ai-agents/rss.xml?page=4 - JSON: https://mdrss.com/catalog/ai-agents/feed.json?page=4 ## Semantic domain cards (224) ### [SocratiCode](https://mdrss.com/ai-agents/coding-agents/1313/1313.md) The open-source codebase context engine: give any AI instant automated knowledge of your entire codebase (and infrastructure) — at scale, zero configuration, fully private, completely free. Kindly sponsored by Altaire Limited One thing, done well: deep codebase intelligence — zero setup, no bloat, fully automatic. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:05.306Z · Version: 1 ### [PAL MCP: Many Workflows. One Context](https://mdrss.com/ai-agents/mcp-and-tools/1295/1295.md) A Model Context Protocol server that supercharges tools like Claude Code, Codex CLI, and IDE clients such as Cursor or the Claude Dev VS Code extension. PAL MCP connects your favorite AI tool to multiple AI models for enhanced code analysis, problem-solving, and collaborative development. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:32.211Z · Version: 1 ### [Awesome MCP Servers](https://mdrss.com/ai-agents/mcp-and-tools/1288/1288.md) These servers aim to demonstrate MCP features and the TypeScript and Python SDKs. Official integrations are maintained by companies building production ready MCP servers for their platforms. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:37.266Z · Version: 1 ### [Awesome Remote MCP Servers](https://mdrss.com/ai-agents/mcp-and-tools/1249/1249.md) A curated, opinionated list of high-quality remote Model Context Protocol (MCP) servers. This repository focuses on listing official and well-maintained MCP servers that can be accessed over the internet, helping developers discover reliable and production-ready services for their AI applications. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:33.347Z · Version: 1 ### [Awesome Nano Banana Pro](https://mdrss.com/ai-agents/prompting/1243/1243.md) This repository focuses on high-fidelity image prompts sourced from X (Twitter), WeChat, Replicate, and top prompt engineers. Whether you are looking for photorealistic portraits, stylized aesthetics, or complex creative experiments, you will find the most effective inputs here to unlock the full potential of the model. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:43.461Z · Version: 1 ### [IDA Pro MCP](https://mdrss.com/ai-agents/mcp-and-tools/1228/1228.md) Simple MCP Server to allow vibe reversing in IDA Pro. https://github.com/user-attachments/assets/6ebeaa92-a9db-43fa-b756-eececce2aca0 The binaries and prompt for the video are available in the mcp-reversing-dataset repository. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:32.211Z · Version: 1 ### [Swarm (experimental, educational)](https://mdrss.com/ai-agents/agent-frameworks/1213/1213.md) Requires Python 3.10+ or Swarm focuses on making agent coordination and execution lightweight, highly controllable, and easily testable. It accomplishes this through two primitive abstractions: Agents and handoffs. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:15:38.483Z · Version: 1 ### [Get Started](https://mdrss.com/ai-agents/mcp-and-tools/1184/1184.md) # The Unofficial and Awesome Home Assistant MCP Server A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with Home Assistant. Using natural language, control smart home devices, query states, execute services and manage your automations. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:34.700Z · Version: 1 ### [MCP Gateway](https://mdrss.com/ai-agents/mcp-and-tools/1177/1177.md) MCP Gateway is a reverse proxy and management layer for Model Context Protocol (MCP) servers, enabling scalable, session-aware routing, authorization and lifecycle management of MCP servers in Kubernetes environments. This project provides: Available only when FoundrySettings:Endpoint is configured. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:33.347Z · Version: 1 ### [Highlights](https://mdrss.com/ai-agents/coding-agents/1169/1169.md) CowAgent is lightweight, easy to deploy, and built to extend. Plug in any major LLM provider and run it 24/7 on a personal computer or server, across the web and all major IM platforms. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:06.594Z · Version: 1 ### [nanobot](https://mdrss.com/ai-agents/agent-frameworks/1160/1160.md) English | 简体中文 | 繁體中文 | Español | Français | Bahasa Indonesia | 日本語 | 한국어 | Русский | Tiếng Việt Discord · X · WeChat / Feishu 🐈 nanobot is an ultra-lightweight, open-source, self-hosted personal AI agent framework written in Python. It runs in a WebUI, terminal, or chat apps and combines tools, long-term memory, MCP integrations, model routing, multi-agent delegation, scheduled automation, and an OpenAI-compatible API in a small, readable core. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:16:57.792Z · Version: 1 ### [DESIGN.md](https://mdrss.com/ai-agents/agent-frameworks/1148/1148.md) A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:15:38.483Z · Version: 1 ### [TencentDB Agent Memory](https://mdrss.com/ai-agents/agent-frameworks/1102/1102.md) · Team Play · Technical Implementation · Benchmark English · 简体中文 --- Start all three services in one go (memory-core + memory-hub + proxy): Open the panel: http://localhost:8125. Complete installation documentation (standalone Memory Hub deployment, Proxy + Claude Code / CodeBuddy usage, stop and cleanup, port reference, etc.) is available in INSTALL.md (中文: INSTALLCN.md). Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:16:55.446Z · Version: 1 ### [Prompt Architect](https://mdrss.com/ai-agents/coding-agents/1074/1074.md) Transform vague prompts into expert-level, structured prompts using 31 frameworks across 7 intent categories. Works with Claude Code, ChatGPT, Gemini CLI, Cursor, GitHub Copilot, Windsurf, OpenAI Codex, and 30+ Agent Skills compatible tools. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:06.594Z · Version: 1 ### [Awesome MCP Servers](https://mdrss.com/ai-agents/mcp-and-tools/1038/1038.md) A curated, community-driven list of awesome Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:34.700Z · Version: 1 ### [Pm Skills](https://mdrss.com/ai-agents/coding-agents/1030/1030.md) PM-Skills A curated library of 68 best-practice, plug-and-play product management skills covering the complete product lifecycle - plus templates, workflows, and 200+ real-world sample outputs that set the quality bar. The catalog is frozen at the v2.9.2 build; subsequent v2.9.x patches do not change the catalog. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:16:59.230Z · Version: 1 ### [SwarmClaw](https://mdrss.com/ai-agents/agent-frameworks/1028/1028.md) The self-hosted AI agent runtime and multi-agent framework for autonomous agents. Open-source agent swarms with durable agent memory, MCP tools, skills, delegation, schedules, and 23+ LLM providers — a practical Claude Code and LangChain alternative. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:16:56.618Z · Version: 1 ### [Query | MCP server for Supabase](https://mdrss.com/ai-agents/mcp-and-tools/1015/1015.md) Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls. Getting started • Feature overview • Troubleshooting • Changelog Installing the server requires the following on your system: If you plan to install via uv, ensure it's installed. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:34.700Z · Version: 1 ### [ChatGPT Prompts](https://mdrss.com/ai-agents/prompting/1004/1004.md) 🤖 Chat GPT Prompts A collection of 140+ amazing and useful prompts for GPT-3 This package extends the unofficial NodeJS Client for OpenAI's GPT-3 API. Make sure you have node >= 18 and have an OpenAI API Key that you can get here before you proceed. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:37.266Z · Version: 1 ### [Open Deep Research](https://mdrss.com/ai-agents/agent-frameworks/999/999.md) Deep research has broken out as one of the most popular agent applications. This is a simple, configurable, fully open source deep research agent that works across many model providers, search tools, and MCP servers. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:16:56.618Z · Version: 1 ### [Inference is all you need. Everything else can be owned by you](https://mdrss.com/ai-agents/mcp-and-tools/998/998.md) Agents, memory, tools, and identity that live on your Mac. Download for Mac · Docs · Models · Discord · Twitter · Plugin Registry --- Models are getting cheaper and more interchangeable by the day. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:34.700Z · Version: 1 ### [ArcKit: The Enterprise Architecture Governance Harness](https://mdrss.com/ai-agents/coding-agents/982/982.md) Build better enterprise architecture through structured strategy, design, delivery, and assurance workflows. The 13 community plugins (arckit-uae, arckit-fr, arckit-ca, arckit-eu, arckit-at, arckit-au, arckit-au-energy, arckit-us, arckit-uk-finance, arckit-uk-nhs, arckit-uk-gcloud, arckit-togaf-adm, arckit-agent-architecture) require the arckit core plugin. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:28.388Z · Version: 1 ### [HexStrike AI MCP Agents v6.0](https://mdrss.com/ai-agents/mcp-and-tools/959/959.md) AI Agent Connection - Claude, GPT, or other MCP-compatible agents connect via FastMCP protocol 2. Intelligent Analysis - Decision engine analyzes targets and selects optimal testing strategies 3. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:34.700Z · Version: 1 ### [GPT Image2 Skill](https://mdrss.com/ai-agents/coding-agents/941/941.md) GPT Image 2 Prompt Gallery + Agentic Skill + CLI OpenAI GPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI — curated, copy-paste prompts and runnable examples for skill-capable agents. It includes reusable AI image prompts for research paper figures, posters, UI mockups, game HUDs, anime / manga, photography, typography, maps, tattoo design, and reference-image editing workflows. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:02.193Z · Version: 1 ### [Zero-Dependency Brainstorm Server Implementation Plan](https://mdrss.com/ai-agents/coding-agents/934/934.md) Goal: Replace the brainstorm server's vendored nodemodules with a single zero-dependency server.js using Node built-ins. Architecture: Single file with WebSocket protocol (RFC 6455 text frames), HTTP server (http module), and file watching (fs.watch). Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:29.513Z · Version: 1 ### [Document Review System Implementation Plan](https://mdrss.com/ai-agents/coding-agents/933/933.md) Goal: Add spec and plan document review loops to the brainstorming and writing-plans skills. Architecture: Create reviewer prompt templates in each skill directory. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:06.594Z · Version: 1 ### [Writing Plans](https://mdrss.com/ai-agents/coding-agents/928/928.md) --- name: writing-plans description: Use when you have a spec or requirements for a multi-step task, before touching code --- Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:31.039Z · Version: 1 ### [Code Review Reception](https://mdrss.com/ai-agents/coding-agents/927/927.md) NEVER: INSTEAD: Example: your human partner's rule: "External feedback - be skeptical, but check carefully" your human partner's rule: "You and reviewer both report to me. If we don't need this feature, don't add it." Push back when: How to push back: If you're uncomfortable pushing back out loud: Name that tension, then tell your partner about the issue you've seen. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:26.961Z · Version: 1 ### [peon-ping](https://mdrss.com/ai-agents/coding-agents/918/918.md) English | 한국어 | 中文 | 日本語 Game character voice lines + visual overlay notifications when your AI coding agent needs attention — or let the agent pick its own sound via MCP. AI coding agents don't notify you when they finish or need permission. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:29.513Z · Version: 1 ### [Writing Good Tests](https://mdrss.com/ai-agents/coding-agents/912/912.md) Load this reference when: writing or changing tests, adding mocks, or adding cleanup/helper methods for tests. Two principles govern everything here: Strict TDD produces both naturally: a test written first and watched failing against real code has already proven it can fail, and only earns a mock when the real dependency proves slow or external. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:28.388Z · Version: 1 ### [Persuasion Principles for Skill Design](https://mdrss.com/ai-agents/coding-agents/911/911.md) LLMs respond to the same persuasion principles as humans. Understanding this psychology helps you design more effective skills - not to manipulate, but to ensure critical practices are followed even under pressure. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:29.513Z · Version: 1 ### [Finishing a Development Branch](https://mdrss.com/ai-agents/coding-agents/907/907.md) --- name: finishing-a-development-branch description: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work --- Core principle: Verify tests → Detect environment → Present options → Execute choice → Clean up. Announce at start: "I'm using the finishing-a-development-branch skill to complete this work." Run the project's full test suite (npm test / cargo test / pytest / go test ./...). Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:03.599Z · Version: 1 ### [Visual Brainstorming Refactor Implementation Plan](https://mdrss.com/ai-agents/coding-agents/906/906.md) Goal: Refactor visual brainstorming from blocking TUI feedback model to non-blocking "Browser Displays, Terminal Commands" architecture. Architecture: Browser becomes an interactive display; terminal stays the conversation channel. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:06.594Z · Version: 1 ### [Codex App Compatibility Implementation Plan](https://mdrss.com/ai-agents/coding-agents/896/896.md) Goal: Make using-git-worktrees, finishing-a-development-branch, and related skills work in the Codex App's sandboxed worktree environment without breaking existing behavior. Architecture: Read-only environment detection (git-dir vs git-common-dir) at the start of two skills. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:03.599Z · Version: 1 ### [Chrome DevTools for agents](https://mdrss.com/ai-agents/mcp-and-tools/895/895.md) Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding assistant access to the full power of Chrome DevTools for reliable automation, in-depth debugging, and performance analysis. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:31.039Z · Version: 1 ### [Agentmemory](https://mdrss.com/ai-agents/coding-agents/890/890.md) Built on iii engine Persistent memory for Claude Code, GitHub Copilot CLI, Cursor, Gemini CLI, Codex CLI, Hermes, OpenClaw, pi, OpenCode, and any MCP client. English | 简体中文 | 繁體中文 | 日本語 | 한국어 | Español | Türkçe | Русский | हिन्दी | Português | Français | Deutsch The gist extends Karpathy's LLM Wiki pattern with confidence scoring, lifecycle, knowledge graphs, and hybrid search: agentmemory is the implementation. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:05.306Z · Version: 1 ### [OpenCode Support Design](https://mdrss.com/ai-agents/coding-agents/889/889.md) Date: 2025-11-22 Author: Bot & Jesse Status: Design Complete, Awaiting Implementation Add full superpowers support for OpenCode.ai using a native OpenCode plugin architecture that shares core functionality with the existing Codex implementation. OpenCode.ai is a coding agent similar to Claude Code and Codex. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:29.513Z · Version: 1 ### [Cross-Platform Polyglot Hooks for Claude Code](https://mdrss.com/ai-agents/coding-agents/884/884.md) Claude Code plugins need hooks that work on Windows, macOS, and Linux. This document describes the single generic dispatcher pattern used in hooks/run-hook.cmd. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:29.513Z · Version: 1 ### [Systematic Debugging](https://mdrss.com/ai-agents/coding-agents/880/880.md) --- name: systematic-debugging description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes --- Core principle: ALWAYS find root cause before attempting fixes. Violating the letter of this process is violating the spirit of debugging. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:28.388Z · Version: 1 ### [Visual Companion Auth Hardening Design](https://mdrss.com/ai-agents/coding-agents/879/879.md) Date: 2026-06-10 Status: Draft for Drew review Fix the security and reliability gaps found in PR #1720's brainstorming visual companion without changing the companion's core workflow or adding runtime dependencies. The fixes must be test-first and must leave clear automated evidence for: The companion serves agent-generated local UI for a single brainstorming session. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:28.388Z · Version: 1 ### [Awesome Agent Skills](https://mdrss.com/ai-agents/coding-agents/878/878.md) A collection of official Agent Skills from leading development teams and the community. Unlike many bulk-generated skill repositories, this collection focuses on real-world Agent Skills created and used by actual engineering teams, not mass AI‑generated stuff. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:05.306Z · Version: 1 ### [SDD Fix-Loop Redesign — Design Spec](https://mdrss.com/ai-agents/coding-agents/870/870.md) Status: Approved design (brainstormed with Jesse 2026-07-15); implementation plan to follow. Objective: make the subagent-driven-development skill's review-fix loop convergent and autonomous, and make the document readable, without rewriting its eval-tuned language. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:02.193Z · Version: 1 ### [Positive-Instruction Redesign of Skill Guidance — Design Spec](https://mdrss.com/ai-agents/coding-agents/869/869.md) Status: Proposed (follow-up to the 2026-06-09 SDD review-dispatch work; separate PR per the one-problem-per-PR rule) Driver: Measured evidence (2026-06-10) that some negative instructions in skill prose backfire, while others work — and that the difference is predictable. Micro-tests on 2026-06-10 (opus, 5 reps per phrasing, programmatic scoring; harness described below) measured how guidance phrasing changes what a controller composes: |---|---|---| The doctrine (use this to Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:03.599Z · Version: 1 ### [Awesome Prompt Engineering](https://mdrss.com/ai-agents/prompting/866/866.md) Awesome Prompt Engineering 🧙‍♂️ A hand-curated collection of resources for Prompt Engineering and Context Engineering — covering papers, tools, models, APIs, benchmarks, courses, and communities for working with Large Language Models. https://promptslab.github.io --- New to prompt engineering? Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:43.461Z · Version: 1 ### [Understand Anything](https://mdrss.com/ai-agents/coding-agents/864/864.md) Understand Anything Turn any codebase, knowledge base, or docs into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:02.193Z · Version: 1 ### [Visual Companion Auth Hardening Implementation Plan](https://mdrss.com/ai-agents/coding-agents/863/863.md) Goal: Harden the brainstorming visual companion auth and reconnect flow while preserving trusted same-origin screen JavaScript and future vendored UI libraries. Architecture: Keyed root loads become a bootstrap step that sets the cookie, stores the key in tab-scoped sessionStorage, and navigates to a bare / screen URL. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:26.961Z · Version: 1 ### [SDD Task-Scoped Review Dispatch Implementation Plan](https://mdrss.com/ai-agents/coding-agents/858/858.md) Goal: Scope SDD's per-task reviews to the task (diff-first reading, justified broadening, no redundant test runs) while final branch review stays broad. skills/requesting-code-review/ is deliberately untouched. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:02.193Z · Version: 1 ### [Visual Brainstorming Refactor: Browser Displays, Terminal Commands](https://mdrss.com/ai-agents/coding-agents/849/849.md) Date: 2026-02-19 Status: Approved Scope: lib/brainstorm-server/, skills/brainstorming/visual-companion.md, tests/brainstorm-server/ During visual brainstorming, Claude runs wait-for-feedback.sh as a background task and blocks on TaskOutput(block=true, timeout=600s). This seizes the TUI entirely — the user cannot type to Claude while visual brainstorming is running. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:31.039Z · Version: 1 ### [Visual Companion Final Hardening Fixup Implementation Plan](https://mdrss.com/ai-agents/coding-agents/848/848.md) Goal: Finish PR #1720's final hardening fixup with test-first changes, clean rebase state, and reviewer-ready evidence. Spec: docs/superpowers/specs/2026-06-11-visual-companion-final-hardening-fixup-design.md Architecture: Keep the companion zero-dependency and local-first. Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:03.599Z · Version: 1 ### [Visual Companion Guide](https://mdrss.com/ai-agents/coding-agents/839/839.md) Browser-based visual brainstorming companion for showing mockups, diagrams, and options. The test: would the user understand this better by seeing it than reading it? Feed: [ai-agents](https://mdrss.com/s/ai-agents) · Snapshot: 2026-08-04T12:17:00.584Z · Version: 1