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Find and ship the smallest UX improvement that meaningfully reduces friction in a working product. Use when a flow basically works but feels rough: unclear affordances, weak feedback, awkward spacing,...
Audit and maintain LLM-powered features. Model currency, prompt quality, evals, gateway routing, observability, CI/CD. Ensures all AI features follow best practices. CRITICAL: Training data lags month...
Interactive backlog grooming. Explore, brainstorm, discuss, then synthesize. Orchestrates agents and issue-creator skills. Creates prioritized GitHub issues. Enforces Misty Step org-wide standards.
Organize project knowledge for AI agents into hot memory, specialist routing, and cold-memory subsystem docs. Use when tuning a repo, designing agent infrastructure, deciding where knowledge should li...
Whole-codebase vulnerability analysis leveraging 1M context window. Loads entire project source, runs deep security analysis in a single pass. OWASP Top 10, cross-module data flow tracing, dependency...
Audit and reduce GitHub Actions spend across repositories. Use when minutes are exhausted, CI is noisy/duplicative, or multiple AI reviewers run together. Produces top spend drivers, overlap hotspots,...
Full autonomous delivery from issue to PR. Finds highest-priority issue, specs it, designs it, builds it, ships it. Use when: shipping an issue end-to-end, autonomous delivery, sprint execution. Compo...
Web research, multi-AI delegation, and multi-perspective validation. /research [query], /research delegate [task], /research thinktank [topic]. Triggers: "search for", "look up", "research", "delegate...
Database design, operations, and platform-specific patterns. Schema design principles, migrations, query optimization, transactions, connection pooling, and Convex-specific best practices. Reference s...
Next.js patterns, best practices, cache components, and upgrade guides. Auto-invoke when: writing Next.js code, configuring next.config, using App Router, implementing caching, upgrading Next.js versi...
Calculate capital gains with FIFO, wash sale detection, term classification, and Form 8949 outputs.
Investigate host stability incidents (memory/process pressure), triage likely culprits, and drive safe recovery + hardening for multi-workspace Pi operations.
Git workflow enforcement and best practices. Use when: - Writing commit messages or reviewing commits - Creating branches or choosing merge strategies - Setting up CI/CD pipelines with git operations...
Run /check-production, then create GitHub issues for all findings. Issues are created with priority labels and structured format. Use /triage instead if you want to fix issues immediately.
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