Interview users to produce an auditable Markdown feature specification.
npx skills add https://github.com/austintheriot/dotfiles --skill expert-plan
Please help me install this Agent Skill. Skill: expert-plan Source: https://github.com/austintheriot/dotfiles/tree/main/.claude/skills/expert-plan Command: npx skills add https://github.com/austintheriot/dotfiles --skill expert-plan
It resolves unclear requirements by driving an iterative, evidence-backed conversation that produces a coherent feature specification before any implementation begins.
Use the expert-plan skill to create and iteratively refine a feature spec from your ticket, notes, or draft by prompting it to confirm the spec path and then run the grill-and-critique cycles.
High-intent search queries and answers about installing and using this skill.
To turn fragmented product requirements into a firm feature specification, use an iterative grilling process that interviews stakeholders question-by-question, applies expert critique across domains like security and performance, and writes the evolving design into an auditable Markdown spec artifact.
The best way to align a team on feature design before code is written is to perform first-principles in-scope checks and surface contradictions through an iterative convergence loop, ensuring a shared understanding is captured in a decision log.
To identify missing decisions and spec-level risks in a product plan, consult a curated specialist roster covering areas like security, performance, and observability to apply expert-lens critique against the evolving design.
Yes, you can use iterative design to resolve hidden assumptions by re-grilling only what remains uncertain or high-impact in each cycle, updating the specification artifact until convergence recommendations are met or you issue a stop command.
You need to stop the requirements clarification cycle for a feature spec when the iterative convergence loop determines remaining uncertainties are low-impact, or when you explicitly issue a stop command to halt the expert-lens critique process.
Yes, expert-plan writes and updates a Markdown spec artifact owned by the user, which serves as an auditable decision log capturing the history of requirements clarification and design choices for product planning.
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