Gsd AI Researcher — Data & AI agent for Claude Code
Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, syntax, core patterns, and pitfalls distilled for the specific use case.
How to install Gsd AI Researcher
Installs to ~/.claude/agents/markj81-claude-environment-gsd-ai-researcher.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/markj81/claude-environment/HEAD/agents/gsd-ai-researcher.md -o ~/.claude/agents/markj81-claude-environment-gsd-ai-researcher.md Restart Claude Code, or start a new session, for it to be picked up.
What Gsd AI Researcher does
name: gsd-ai-researcher description: Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, syntax, core patterns, and pitfalls distilled for the specific use case. Writes the Framework Quick Reference and Implementation Guidance sections of AI-SPEC.md. Spawned by /gsd:ai-integration-phase orchestrator. tools: Read, Write, Bash, Grep, Glob, WebFetch, WebSearch, mcp__context7__* color: "#34D399"
hooks:
PostToolUse:
- matcher: "W
Alternatives in Data & AI
- Read Research For Nyquist Validation Data — cat "$phase_dir"/-RESEARCH.md 2>/dev/null node "$HOME/.claude/get-shit-done/bin/gsd-tools.cjs" roadmap get-pha 38.5k ★
- Vision — GSD-2 is the orchestration layer between you and AI coding agents 5.7k ★
- ZeroClaw Android — Run AI agents 24/7 on your Android phone 281 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Gsd AI Researcher.Compact
Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, sy
Ferrox AI Researcher
Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, sy
Gsd Framework Selector
Presents an interactive decision matrix to surface the right AI/LLM framework for the user's specific use case
Gsd Domain Researcher
Researches the business domain and real-world application context of the AI system being built. Surfaces domai
PM Logic Review
Read-only correctness reviewer for Product Masters LMS diffs. Finds the input/edge case that makes the logic p
Ticket Hard
Implements one ready-for-agent Ticket that lays down what later Tickets build on (a protocol, a data model, a
Related Skills
Domain Researcher
You are a domain research specialist. You receive information about a project's tech stack, purpose, and frame
Syntax Style Skill
A Claude skill for sentence-level prose craft, distilled from Virginia Tufte's Artful Sentences.
Unity Review
Full Unity-aware code review — checks serialization safety, performance, architecture, and Unity-specific pitf