Agent skills

Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery…

Start a new app, tool, or script the codebase does not have yet.

Foundation settlement calculation skill for immediate, consolidation, and secondary compression

Install divergence capture into this project.

Interactive setup for GitHub issue templates

Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout.

Interactive onboarding wizard that gets a user fully set up to run the post-disco-followup skill on their own business, whatever they sell.

Configure which models pstack uses per role.

Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons

Install and configure Zsh with zinit, Powerlevel10k, autosuggestions, syntax highlighting, and Nerd Fonts, plus optional terminal tools…

Audit a fleet of AWS security groups for the multi-hop lateral-movement path that no single ingress rule reveals.

Fast structured generation and serving for LLMs with RadixAttention prefix caching.

Perform SGLang code review in the style of human maintainers by consulting the full non-agent PR review episode corpus from project start…

Replay-first debug flow for SGLang serving problems.

Get cross-review from Cursor, Codex, or Claude CLI agents for specs, plans, code changes, pull requests, or design decisions.

Build UI components following shadcn/ui patterns.

Complete shadcn/ui component library guide including installation, configuration, and implementation of accessible React components.

Use when implementing shaders — Godot shader language, visual shaders, common visual recipes, and post-processing effects

Use this methodology when collaboratively shaping a solution with the user - iterating on problem definition (requirements) and solution…

Splits large markdown documents into smaller, organized files based on level 2 (default) sections.

Horizontal scaling patterns for multi-tenant databases.