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Use a relentless combination of loops, sub-agents, and ultracode workflows to iteratively refine, simplify, and iterate towards an objective. You are interested in speed of light implementations, achieving your goals in the absolute smallest amount of changes possible.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Manage stacked branches and pull requests with the gh-stack GitHub CLI extension. Use when the user wants to create, push, rebase, sync, navigate, or view stacks of dependent PRs. Triggers on tasks involving stacked diffs, dependent pull requests, branch chains, or incremental code review workflows.
Write clear instructional and reference prose in the style of Simplified Technical English. Use when authoring or editing a runbook, procedure, step-by-step guide, README, API reference, configuration reference, troubleshooting guide, migration guide, release notes, architecture decision record, or a long pull request description, meaning anything a reader follows or looks facts up in. Covers imperative steps, condition-before-command order, consistent terminology, noun stacks, list structure, and warnings on destructive steps. Use diataxis-documentation to choose which document type to write, and humanizer for narrative or essay prose.
Write comprehensive, user-focused documentation following the Diataxis framework. Use this skill when creating or improving tutorials, how-to guides, reference documentation, or explanatory content. Helps identify the right documentation type and apply best practices for each.
Create logically grouped, atomic git commits with well-formatted commit messages following best practices. Use when user says "/commit", "commit changes", "create commits", asks about conventional commits format, needs to split changes into multiple commits, or wants help with git add -p partial staging.
Comprehensive Kubernetes (k8s) cluster management skill. Use when working with kubectl, Helm, kustomize, pods, deployments, services, configmaps, secrets, or any Kubernetes operations. Triggers on "k8s", "kubectl get", "helm install", "debug pod", "scale deployment", or cluster troubleshooting questions.
Clone and explore external GitHub repositories to understand how libraries, frameworks, or dependencies work. Use when user provides a GitHub URL (github.com/owner/repo), asks "how does X library work", wants to look at source code for a dependency, asks about implementation details of an external package, or says "explore", "look at", or "check out" a repository. Automatically checks out the matching version tag when the repo is a dependency in the current project.
| name | ultraloop |
| description | Use a relentless combination of loops, sub-agents, and ultracode workflows to iteratively refine, simplify, and iterate towards an objective. You are interested in speed of light implementations, achieving your goals in the absolute smallest amount of changes possible. |
Re-iterate the objective that we've been talking about: $ARGUMENTS
Think deeply about the intent, and think deeply about any discussion around verification of our objectives. Understanding how to self-validate is important. Craft a tree for the tasks that are needed to accomplish our objective.
Fan out sub-agents and have sub-agents tackle each one individually. You should /loop on each item and have a separate sub-agents that are self validating. That separate sub-agent should be a really harsh critic, and if it doesn't look right, it should keep going.
Don't stop until each sub-agent is utterly convinced that there is no further refinement or simplification that can be made. /loop until it's utterly perfect. Fan out sub-agents and ultracode.
