By ash1794

Audits tests for concurrency safety — race conditions, shared mock state, cleanup ordering.

ash1794/vibe-engineering

Generates fuzz test scaffolding for parsers handling external input (YAML, JSON, config files, user input).

ash1794/vibe-engineering

Implements snapshot/golden file tests with temporal normalization so tests don't break daily.

ash1794/vibe-engineering

Analyzes large tasks for independent subtasks that can be safely parallelized.

ash1794/vibe-engineering

Strips AI-generation "smell" from prose before it ships (READMEs, docs, release notes, PR descriptions, posts, emails).

ash1794/vibe-engineering

Keeps specification documents and code in agreement. An agent skill from ash1794/vibe-engineering.

ash1794/vibe-engineering

Generates edge case, failure mode, and spec-driven test cases.

ash1794/vibe-engineering

Safely integrates commits from parallel agent branches using sequential cherry-pick.

ash1794/vibe-engineering

Enforces tiered test coverage standards with three dimensions — line coverage by tier, spec-to-test traceability, and spec-to-code implementation mapping.

ash1794/vibe-engineering

Extracts and records architectural decisions from diffs, conversation context, and explicit choices.

ash1794/vibe-engineering

Refuses "flaky" as a diagnosis. An agent skill from ash1794/vibe-engineering.

ash1794/vibe-engineering

Assesses production readiness or audits a codebase against its specs.

ash1794/vibe-engineering

Closes a large backlog of findings (a gap analysis, an audit, or 10+ bugs) in prioritized waves.

ash1794/vibe-engineering

Writes a handover document so another person, another agent, or a different tool can pick up multi-session work cold.

ash1794/vibe-engineering

Routes to the right vibe-engineering skill for the current task and lists the full catalog.

ash1794/vibe-engineering

Keeps private and unapproved material out of a public build.

ash1794/vibe-engineering

Runs the Implement→Review→Test→Fix cycle until the work is actually clean, with evidence.

ash1794/vibe-engineering

Captures reusable knowledge after work is done — learnings from feedback or failures, resolved bugs (symptom, root cause, prevention), and recurring code patterns — into the project's persistent…

ash1794/vibe-engineering

Validates PRD, user stories, or feature requirements against SMART criteria.

ash1794/vibe-engineering

Researches real projects, papers, and documented failures before proposing a new feature, architecture, or technology choice.

ash1794/vibe-engineering

Documents rollback procedures before making risky changes. An agent skill from ash1794/vibe-engineering.

ash1794/vibe-engineering

Performs deployment with pre-flight checks, atomic replacement, post-deploy verification, provenance (proving the environment serves the exact commit you pushed), and automatic rollback.

ash1794/vibe-engineering

Queries all configured services for health status — uptime, restarts, errors, resources.

ash1794/vibe-engineering

Runs a multi-phase project from an orchestrating main thread that plans, routes and verifies but does not build.

ash1794/vibe-engineering

Generates a behavioral scenario acceptance matrix for comprehensive test coverage planning.

ash1794/vibe-engineering

Validates completed work against defined acceptance criteria.

ash1794/vibe-engineering

Catches shortcuts and reward hacking — weakening or deleting tests to make them pass, hard-coding expected outputs, silently dropping requirements, or claiming work is done without running it.

ash1794/vibe-engineering

Challenges a recommendation, design, large change, or any artifact submitted for hard review (spec, proposal, policy, plan) across 5 dimensions (consistency, completeness, actionability, alignment…

ash1794/vibe-engineering

Performs a fast 6-point quality check for technical documents (specs, design docs, READMEs).

ash1794/vibe-engineering

Performs end-of-iteration review with quality grading, metrics, and trend analysis.

ash1794/vibe-engineering

Scans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes.

ash1794/vibe-engineering

Checks production-bound code for observability, error handling at system boundaries, input validation, graceful degradation, and resource management, scaled to the project's real stakes.

ash1794/vibe-engineering

Detects and redirects scope creep during implementation — unrequested features, drive-by refactors, premature abstraction, and over-engineering.

ash1794/vibe-engineering