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Bootstraps the agent to check for applicable vibe-engineering skills before every action. Loads at conversation start for skill discovery.
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Baseado na classificação ocupacional SOC
Dispatches research agents to find real projects, papers, and documented failures before proposing any feature, architecture, or technology choice. Triggers on creative/design tasks, not on implementation of already-designed specs.
Validates completed work against defined acceptance criteria. Use after completing a task that has specific success criteria defined in issues, specs, or task descriptions.
Generates edge case, failure mode, and spec-driven test cases. Covers boundary values, nil inputs, concurrency, resource exhaustion, malformed data, and requirement-linked traceability tests.
Detects and prevents shortcut rationalization — when the agent is about to skip a step, simplify a requirement, or optimize away a constraint. Triggers proactively when rationalization patterns are noticed.
Provides a persistent cross-session task queue for work that should be done but isn't blocking current tasks. Enables background and future-session work tracking.
Safely integrates commits from parallel agent branches using sequential cherry-pick. Use after parallel work completes in isolated branches or worktrees.
| name | vibe-using-vibe-engineering |
| description | Bootstraps the agent to check for applicable vibe-engineering skills before every action. Loads at conversation start for skill discovery. |
| user-invocable | true |
You have access to the vibe-engineering skill collection — 34 engineering discipline skills extracted from real-world development.
Before taking any action, check if a vibe-engineering skill applies. Skills use the vibe- prefix.
vibe-research-before-design — SOTA research before proposing architecture/featuresvibe-start-informed — Research agents for real projects, papers, and documented failuresvibe-decision-journal — Record architectural decisions for cross-session memoryvibe-production-mindset — Set "1 million users" quality expectationsvibe-quality-loop — Implement→Review→Test→Fix→Loop until cleanvibe-scope-guard — Detect and redirect scope creepvibe-anti-rationalization-check — Catch shortcut rationalizationvibe-acceptance-gate — Validate against acceptance criteriavibe-coverage-enforcer — Enforce tiered coverage standardsvibe-concurrent-test-safety — Audit for race conditions in testsvibe-adversarial-test-generation — Generate edge case testsvibe-fuzz-parser-inputs — Fuzz test scaffolding for parsersvibe-golden-file-testing — Snapshot tests with temporal normalizationvibe-pattern-library — Record and suggest established patternsvibe-devil-advocate-review — 5-dimension adversarial challengevibe-spec-vs-code-audit — Spec compliance checkvibe-doc-quality-gate — 6-point document quality checkvibe-pre-commit-audit — Secrets, debug statements, TODO scanvibe-safe-deploy — Pre-flight checks with rollbackvibe-rollback-plan — Documented rollback runbookvibe-structured-output — Enforced output formatvibe-reflect-and-compound — Extract learnings from experiencevibe-debugging-journal — Record bug patternsvibe-iteration-review — Quality grading and trendsvibe-handover-doc — Session continuity documentvibe-parallel-task-decomposition — DAG analysis for parallelismvibe-cherry-pick-integration — Safe parallel branch integrationvibe-wave-based-remediation — Prioritized batch fixesvibe-async-task-queue — Cross-session task persistencevibe-requirements-validator — SMART criteria validationvibe-scenario-matrix — Behavioral scenario test planningvibe-service-health-dashboard — Multi-service health checkvibe-session-context-flush — Smart context summarizationALWAYS — This skill should be loaded at the start of every conversation. It's the skill discovery mechanism.
If there's even a 1% chance a vibe- skill applies to what you're doing, invoke it. Check before acting.
| Thought | Reality |
|---|---|
| "This is too simple for a skill" | Simple tasks compound into complex ones |
| "I already know the pattern" | Skills evolve. Read the current version |
| "I'll check after I start" | Check BEFORE starting |
| "The skill is overkill" | Discipline prevents expensive mistakes |
| "Let me just do this one thing" | That one thing is where bugs hide |