Validate specification documents by simulating real-world user scenarios with LLM reasoning.
npx skills add https://github.com/knot0-com/vibe-testing --skill vibe-testing
Please help me install this Agent Skill. Skill: vibe-testing Source: https://github.com/knot0-com/vibe-testing/tree/main Command: npx skills add https://github.com/knot0-com/vibe-testing --skill vibe-testing
Specification gaps, conflicts, and ambiguities are often only discovered late in the development process during implementation, leading to costly rewrites, delayed launches, and wasted engineering effort. This skill enables you to identify these issues early using LLM reasoning, before any code is written, reducing risk and rework.
Ask your AI coding agent to run a vibe test on your project's specification documents to identify gaps and ambiguities before you begin writing implementation code.
High-intent search queries and answers about installing and using this skill.
To catch specification gaps before writing code, run LLM-reasoning simulations of real-world user scenarios against your spec documents. This pre-implementation review surfaces missing definitions and conflicts early, producing structured gap reports with severity classifications.
Specification testing validates documents for completeness and consistency by simulating real-world user journeys against them. It uses LLM reasoning to trace cross-cutting requirements and identify ambiguities before implementation begins.
Yes, you can perform cross-document coherence checks across multiple interconnected specification files. The simulation maps dependencies between documents to ensure consistency and identify conflicting definitions across the system.
Prioritize specification updates using structured gap reports that classify findings by severity as BLOCKING, DEGRADED, or COSMETIC. You also receive spec coverage matrices to identify untested documentation and focus your required updates.
Run spec validation during pre-implementation review before writing code, after post-spec changes for regression testing, or when checking cross-document coherence. This timing prevents costly rewrites and delayed launches caused by late-stage gap discovery.
GulajavaMinistudioConvert Product Requirements Documents into structured Technical Specifications.
channingwaltonAnalyze code modules to discover edge cases and coverage gaps.
iltan987Analyze spec.md, plan.md, and tasks.md for cross-artifact inconsistencies.
deepeshBodhIdentify specification gaps and generate clarifying product questions with severity classifications.
