nikships

Implements walkthrough-focused React UI work in the Voidpilot frontend.

Implements walkthrough features that span the FastAPI backend and React frontend.

Handles backend Python refactoring for the Voidpilot application.

Invoke when user asks you to brainstorm.

Handles updating configuration, linter settings, and AI agent documentation.

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST

Build, sign, notarize, and publish a new DroidProxy release. Use when the user wants to cut a release, merge a PR and ship it, or asks to build/notarize/publish. Covers the full pipeline: PR merge, version bump, swift build, code signing, Apple notarization, Sparkle appcast update, and GitHub release creation.

Iterate a PR to its final form by running two opposing reviewer droids (reviewer-robustness and reviewer-minimalist) in a bounded back-and-forth loop. The main orchestrator synthesizes their feedback, makes edits, runs tests, and stops when both approve, on stagnation, or after 3 rounds. Use when the user asks to "iterate on a PR", "polish a PR", "have the reviewers go back and forth", "align reviewers on a PR", or otherwise wants a PR brought to merge-ready quality by two opposing critics.

Manage Claude Code MCP servers from the command line with the `mcp-panel` CLI: add a server, list servers with their enabled/disabled status, and toggle servers on or off. Use this when the user asks to add/install, list/inspect, enable, disable, or toggle an MCP server for Claude Code (the servers in ~/.claude.json), or to check which MCP servers are configured or active. macOS only; pairs with the MCP Panel app and keeps its GUI in sync.

Set up the keep-agent-mem Google Keep MCP server for an AI agent. Use when a user wants credentials guidance, Google Keep master-token generation, or a complete MCP config entry or Claude Code `claude mcp add` command.

Copy a specific public GitHub folder or file into the current working directory from a shared GitHub tree/blob URL. Use when a user shares a GitHub folder or file link and asks to clone, grab, download, or copy only that subpath instead of the whole repo.

A source-grounded CLI for exploring and verifying the Claude Agent SDK Python docs. Trigger phrases: `look up Claude Agent SDK Python`, `verify this against Claude Agent SDK docs`, `ClaudeSDKClient docs`, `ClaudeAgentOptions reference`, `use claude agent sdk python docs`, `run claude agent sdk python docs`.