GitHub maintainer queues, issue discovery, triage, and creation, pull-request creation and stacking, review authoring and feedback, CI check-fix workflows using gh CLI. Use for read or write work on GitHub issues, PRs, stacks, reviews, or checks.
Default lifecycle for routine bug fixes, features, refactors, migrations, dependency updates, configuration, scripts, and code. Routes investigation through handoff. Excludes answer-only, diagnosis-only, review-only, architecture-only, large, cross-cutting,…
Select concrete model seats, fallbacks, and quota circuits when provider diversity, a named model, or a route retry matters. Caller owns lifecycle, phase boundaries, and final judgment.
Audit retained coding-agent sessions, tools, workers, tokens, and routing. Use for retrospective AI-tool efficacy checks.
Git workflows for commit planning, branch cleanup, fixup/autosquash, conflicts, bisect, single-reviewer diff review, and multi-commit stacks. Use for local history or change splitting, repair, review, and validation. Use interrogate for multi-model review.
Host-only explicit fan-out overlay for /swarm or 'swarm this'. Never an entry workflow; caller owns lifecycle, integration, and final judgment.
AI-tool architecture for instructions, prompts, rules, agents, commands, skills, hooks, and provider context. Use for setup, refactoring, or audits needing clear boundaries, deterministic automation, reproducibility, or lean context. Use software-engineering…
Adversarial multi-reviewer synthesis for contested or high-risk plans and changes. Use for multi-model review, independent angles, challenge, stress-test, or blind-spot requests. Do not use for routine single-reviewer checks.