claudeblattman
A professor's guide to building AI workflows — from chatbots to self-improving systems. Website: claudeblattman.com

A professor's guide to building AI workflows — from chatbots to self-improving systems. Website: claudeblattman.com
Send a task or question to Claude Code and/or Gemini as external subagents and report back what they said. Use when the user asks…
Dispatch a small panel of critic agents in parallel on a plan, draft, or decision, then synthesize their raw critiques in a…
Wrap up the current session by writing a short HANDOFF.md in the project folder, so the next session can resume quickly. Use when…
Smoke-test skill for the starter kit. Confirms the plugin installed and skills load. Use when the user runs /kit-hello or asks to…
One-time starter-kit setup: detects optional AI engines (Codex, Gemini), confirms each with you, writes the engines config, and…
Turn a rough, dictated, or ambiguous request into a clear, structured task, then carry it out. Use when a request is…
Advisor to a busy principal. Optimizes for the user's time, attention, and decision quality. One of the starter-kit council…
Surfaces what's missing that a domain expert would expect. One of the starter-kit council critics — normally dispatched by…
Works backward from failure to surface the top 3 causes a plan could fail. One of the starter-kit council critics — normally…
<!-- proposal-critic-agent | sanitized public version --> --- name: Proposal Critic Agent description: Adoption-focused critic…
Checks empirical claims, causal language, identification strategy, and robustness discussion
Ask Codex (ChatGPT's coding model) one question and relay its answer — a quick second opinion alongside Claude.
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Reviews academic prose for clarity, argument structure, and voice consistency
Finds wishful thinking in plans, drafts, and decisions. One of the starter-kit council critics — normally dispatched by /council…