skills Skill
description: Wrapper for superpowers:brainstorming that recognizes parent workflow context. Use this INSTEAD of superpowers:brainstorming when invoked from /muggle-ai-teams Step 1C.
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Why use this skill
skills is most useful when you want an agent workflow that is more structured than an ad-hoc prompt. Instead of restating the same expectations every time, a dedicated SKILL.md file gives the assistant a repeatable brief. In this case, the core value is clarity: the repo already frames the workflow around frontend skills tasks, and the skill source gives you a portable starting point you can evaluate, adapt, and reuse. The inferred platform for this skill is Claude Code Skills, which helps you judge whether it is likely to feel native in your current agent ecosystem or whether it is better treated as a general reference.
That matters because AI assistants are better when the operating context is explicit. A good skill turns hidden team expectations into visible instructions. It can name preferred tools, describe failure modes, define what “done” looks like, and reduce the amount of corrective prompting you need after the first draft. For developers exploring the wider SKILL.md ecosystem, this page helps answer the practical question: is this skill specific and maintained enough to be worth trying?
How to evaluate and use it
Start with the source repo and the preview below. The preview tells you whether the instructions are actionable or just aspirational. Strong skills usually describe triggers, recommended tools, steps, and known pitfalls. Weak skills tend to stay generic. This one lives in multiplex-ai/muggle-ai-teams, which gives you a concrete repo context, update history, and direct ownership trail.
Once you confirm the scope looks right, test it on a small task before making it part of a larger workflow. If it improves consistency, keep it. If it is too broad, outdated, or conflicts with your own process, treat it as a reference rather than a drop-in rule. That is the healthiest way to use directory-discovered skills: not as magic plugins, but as reusable operational knowledge that still deserves judgment.
SKILL.md preview
Previewing the source is one of the fastest ways to judge whether a skill is truly useful. This snippet comes from the public file in the linked repository.
--- name: workflow-aware-brainstorming description: Wrapper for superpowers:brainstorming that recognizes parent workflow context. Use this INSTEAD of superpowers:brainstorming when invoked from /muggle-ai-teams Step 1C. --- # Workflow-Aware Brainstorming This skill wraps `superpowers:brainstorming` with parent workflow awareness. ## When Invoked from /muggle-ai-teams If this skill is triggered as part of `/workflow` Step 1C (Design Proposal), the following rules apply: ### Before Starting Check that Step 1A and 1B outputs exist. If not, STOP and tell the orchestrator: > "Cannot start brainstorming — Step 1A/1B outputs are incomplete. The following are missing: [list]." Required 1A outputs: - Codebase exploration results (from `feature-dev:code-explorer`) - Industry research findings (from `WebSearch`) - Library documentation (from `Context7` MCP) Required 1B outputs: - Clarified requirements - Impact analysis (files, services, flows affected) - Dependency mapping - Risk identification ### During Brainstorming Follow `superpowers:brainstorming` skill exactly as documented. All its rules, checklist items, and processes apply. ### At "Transition to Implementation" Step **DO NOT invoke `superpowers:writing-plans` directly.** Instead, announce: > "This concludes the brainstorming phase (Workflow Step 1C: Design Proposal). The design spec has been written and committed. > > **Next steps in the parent workflow:** > - Step 1D: Panel Review — dispatch panelists to scrutinize the design > - Step 1E: User Approval Gate — present revised design for user sign-off > - Step ...