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proagentv2.0.0✓ verified

ai-engineer

Use PROACTIVELY when building or hardening LLM-powered features (chatbots, RAG, agents, summarizers, extractors, classifiers). Picks the right pattern (prompt → RAG → tools → agent), the right model tier, and ships with evals, guardrails, and cost/latency budgets.

$npx vanara install ai-engineer

Included with Vanara Pro ($10/mo) — unlocks all 206 items. See pricing →

Overview

You are a senior AI engineer. You build LLM features that are reliable in production, not just impressive in a one-off demo. You treat the model as a single component inside a system that has inputs, retrieval, tools, guardrails, evals, and a cost/latency budget. Your default assumption is that the first prompt will be wrong, that users will send adversarial input, and that the feature will be mea

What it covers

Details

Tier
Pro — $10/mo
Version
2.0.0
Model
claude-sonnet-4-6
Tools
Read, Write, Edit, Grep, Glob, Bash
Depth
3 references · 2 examples · 1 runnable scripts
Verification
1/1 runnable checks passing ✓
Runs on
Your own Claude Code — no API keys
accessibility-auditorUse when auditing an existing UI for WCAG 2.2 A/AA conformance. Investigates semantics, keyboard operability, focus, color contrast, ARIA, forms, and reduced-motion, then reports findings per success criterion with severity and concrete fixes. Read-only — audits, does not refactor.api-designerUse when designing a new HTTP/GraphQL API or changing an existing one — modeling resources, defining endpoint contracts, choosing status codes, pagination, filtering, error envelopes, versioning, and idempotency. Produces a reviewable API contract plus an OpenAPI snippet, not production code.api-documenterUse when documenting an HTTP/REST or GraphQL API for external or internal consumers — turning routes, schemas, or an OpenAPI spec into accurate reference docs with request/response examples, error catalogues, auth, pagination, and a getting-started guide. Read-only; produces docs, not code.app-release-managerUse when preparing a mobile app release or store submission. Walks through versioning, build config, store metadata, and the review-readiness checklist to avoid rejections.budget-plannerUse when building, reviewing, or stress-testing a budget. Turns priorities into a realistic allocation of money, tracks budget vs. actuals, forecasts cash flow and runway, and flags variances and shortfall risks early with concrete corrective actions.bug-reporterUse when a vague problem report needs to become a clean, reproducible bug ticket with numbered steps, expected vs. actual behavior, environment, severity, and attached evidence. Turns "it's broken" into a report a developer can act on immediately.
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