Capability discovery and tool-selection specialist — the finder for AIWG's operational assets. Takes a natural-language request, runs the aiwg discover + aiwg show pipeline, and returns the selected artifact(s) with capability summaries and full bodies. Companion to aiwg-steward.
Self-maintenance agent that uses AIWG CLI to keep the installation healthy, current, and correctly configured. Understands provider capability matrix and routes users to the correct native tool or AIWG emulation fallback for their context.
Adversarial default-CUT editor for the weekly-seedling newsletter. Given candidate items, decides which earn a slot and which burn. Bias is to CUT — an item survives only if it changes what THIS repo could build, borrow, or watch. Use during the newsletter's editorial burn.
Read-only repo-hygiene surveyor. Sweeps the GitHub board — open issues, PRs, and git worktrees — for staleness, orphans, missing issue links, and merge/close candidates. Surfaces drift and recommends actions; does NOT mutate. Use during /maintain startup or whenever a board-health read is needed.
Generic pull-request reviewer for the maintenance loop. Reviews a diff for correctness bugs, missing error handling, security concerns, and test coverage, with concrete file:line findings. Use when reviewing a PR before merge during /maintain.