Transform vague user requests into enriched descriptions with traceable source citations.
npx skills add https://github.com/petbrains/mvp-builder --skill self-improve
Please help me install this Agent Skill. Skill: self-improve Source: https://github.com/petbrains/mvp-builder/tree/main/.claude/skills/self-improve Command: npx skills add https://github.com/petbrains/mvp-builder --skill self-improve
Helps interpret vague user intent and translate it into enriched, actionable findings for downstream agents.
Provide a user intent and available project context; receive an enriched description with sources.
High-intent search queries and answers about installing and using this skill.
Enriching vague requests transforms implicit intent into explicit actions with traceable sources. Provide the user's request and available project context; the Skill interprets the intent, synthesizes findings with source citations, and flags complexity or risk factors for deeper analysis.
Enriching intent means expanding a simple or ambiguous request into a structured description that identifies what the user actually needs, cites where information came from, and surfaces dependencies or constraints. Traceable findings use markdown [Discovery] → [source] citation format so you can verify and refine recommendations.
Interpret intent when user requests are vague, context is incomplete, or the complexity and risk level are unclear. This Skill assesses whether a request needs deeper analysis, surfaces hidden assumptions, and prepares enriched context for downstream agents to act on with confidence.
Provide available project context—code, documentation, recent decisions, or domain details—alongside the user's request. The Skill synthesizes this context into findings with source provenance, so the output is grounded in real project facts, not speculation.
Yes. The Skill assesses complexity and flags decisions that warrant deeper analysis or expert review. It surfaces risk factors so you can decide whether a request needs additional scrutiny, consultation, or alternative approaches before proceeding.
digisurfsomeOrganize raw strategic material into a four-section concept document.
Norman-Norman-NormanConvert project specifications into phase-based implementation plans with dependencies and verification steps.
rchandnaWUSTLMerge parallel extraction outputs into a unified insights JSON with Jira mapping.
wasintohRoute user requests to appropriate agents based on intent and context.
