Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Orchestrate complex work from kickoff or mid-task. Preserve progress, bring in useful help, choose models by the work and how reliably it can be verified, and own the integrated result. Use when asked to orchestrate, parallelize, bring in agents, or change an…
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'
Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.
Fetch and curate AI news from X/Twitter list into a whimsical, animated HTML artifact. Use when user asks for AI news, AI digest, what's happening in AI, or wants a summary of AI announcements, papers, and releases.
Turn any topic, doc, article, README, or wall of text into "sludge content": a split-screen web page with a narrated ELI5-style lesson on the left (browser text-to-speech, one-word-at-a-time TikTok captions) and an endless pixel platformer or…
Turn Nick Nisi's raw material into content drafts in his voice — blog posts and conference talks, primarily. Use when the user says "write a post," "draft a talk," "write about [topic]," "turn my notes into writing," or provides scattered ideas that need…