onyx679

vave-cost-opportunity

Structure VAVE or value-engineering cost-reduction opportunities from BOM, quotation summaries, teardown notes, benchmarking notes, and meeting records. Use for automotive cost analysis, should-cost review, supplier comparison, and opportunity-pipeline drafting.

ve-scenario-miner

Extract value-engineering business scenarios, high-frequency tasks, reusable methods, and Skill candidates from interview notes, meeting notes, SOPs, or shadowing records. Use when analyzing value engineering, VAVE, cost analysis, BOM review, supplier collaboration, or process documentation materials.

Code & Development Listed

ve-evidence-auditor

Audit value-engineering AI Skill claims against concrete evidence links, review status, and honest wording boundaries. Use when preparing resumes, portfolios, project reports, best-practice documents, release notes, or management summaries that must distinguish verified work, submitted PRs, pending reviews, assumptions, and claims that should not be made.

ve-skill-benchmark-adapter

Benchmark community Claude Code, Codex, or AI-agent Skills and adapt their reusable patterns into automotive value-engineering Skill designs. Use when reviewing open-source Skill repositories, deciding whether to reuse an existing Skill structure, or converting a generic Skill into a VE/VAVE workflow with proper evidence, validation, and attribution.

skill-adoption-feedback

Track AI Skill usage, user feedback, productivity impact, quality issues, and iteration priorities for internal business-process Skills. Use after piloting Claude Code, Codex, OpenCode, or similar agent Skills with business teams.

ve-manual-writer

Convert value-engineering workflow notes, SOP drafts, meeting decisions, templates, or best-practice examples into concise operating manuals, checklists, FAQs, and training materials for value engineering teams.