The IQ Behind Your AI

AI made code abundant.

Trust is what’s missing.

Code generation is a solved problem. Review, testing, approval, and governance are not. The bottleneck moved downstream — and the tools your team relies on still think the hard part is writing code.

limerIQ is the governed execution layer for AI-native software delivery.

Structured workflows. Output validation and multi-model review. An immutable contract from design through deployment.

Free for individuals, with the models you already have.

The throughput gap.

AI accelerated one side of the equation. Everything downstream got worse.

Requirements arrive as ungrounded documents with no enforceable contract.

AI-generated PRDs with no codebase context become shipping code. No contract travels with the work through design, implementation, or deployment.

Pull requests pile up faster than reviewers can clear them.

Code generation outpaced code review. The queue grows every sprint.

CI breaks more often because more code lands faster.

More changes, more failures, more context-switching to triage what went wrong.

Infrastructure changes ship without policy review or blast-radius checks.

AI-generated Terraform lands in main before anyone validates what it touches.

The governed path.

Not a skill pack an agent might follow. A structured workflow with hard gates, output validation, and multi-model review that enforces the rules whether a human is watching or not.

Author

Share

Deploy

Guardrails

Evidence

Governed workflows for the work that matters.

Each workflow family solves a specific, recurring pain point — with the same governance discipline built in.

Workflow family

Initiative Bundles

Coordinate multi-repo, multi-step changes — migrations, API rollouts, dependency upgrades — as a single governed workflow.

Workflow family

PR Guard

Automated multi-model code review with security, architecture, and style checks on every pull request.

Workflow family

CI Triage

When CI breaks, limerIQ diagnoses the failure, proposes a fix, and runs the tests again — before you context-switch.

Workflow family

IaC Guard

Infrastructure-as-code review and validation. Policy checks on Terraform, CloudFormation, and Pulumi before apply.

Turn any initiative idea into a governed planning bundle — PRD, execution plan, test plan, rollout plan, risk register, acceptance criteria, and grounding evidence — with automated policy checks, optional dual-model synthesis for high-risk work, and a full evidence/attestation trail. Works locally first, then adapts to your tracker, templates, and approval workflows.

gpt-5.3-codex · opus · sonnet|0 installs
#initiative-planning#prd-generation#risk-assessment#execution-planning+6

Here's a 496-character version: --- PR Guard is a local-first pull request review workflow that reads git diffs, runs engineering and policy review passes, and produces a governed approve/block decision with full evidence artifacts. It supports risk-tiered routing, manual approval gates for high-risk changes, and generates audit-ready findings reports, JSON evidence packets, and attestation bundles — ideal for teams needing repeatable, policy-aware code review with traceable decision lineage.

gpt-5.3-codex · opus · sonnet|0 installs
#code-review#pull-request#governance#approval-gate+6

Automate CI failure triage with local-first log analysis, failure classification, and bounded retry support. This workflow reads your CI log files, classifies failures (test regression, flake, infra, dependency, or configuration), proposes root causes with fix recommendations, and optionally executes approved retry commands — all with safe defaults and an approval gate before any command runs.

sonnet|0 installs
#ci#triage#failure-classification#log-analysis+5

IaC Guard is a local-first infrastructure-as-code review workflow that performs plan analysis, policy checks, blast-radius assessment, and controlled command execution with explicit approval gates. It supports Terraform, Pulumi, Helm, and other IaC tools through file-based or command-based plan ingestion. Safe by default: review-only mode requires no execution, and any apply action demands human approval before proceeding.

opus · sonnet|0 installs
#infrastructure-as-code#terraform#pulumi#helm+6

Free for individuals — forever.

limerIQ orchestrates the frontier models you already pay for. No new AI subscription. No usage metering.

Free forever

Individual developers

Desktop

Full governed workflow experience, locally in VS Code. No limits.

  • CLI-backed VS Code extension
  • Visual editor + AI authoring
  • Worktree-isolated execution
  • Community marketplace

Engineering teams

Team

One team, one governed process. Share, enforce, automate.

  • Shared workflow catalog
  • Headless & scheduled runs
  • Sandboxed Docker execution
  • Team approvals & reviews

Platform & DevOps

Operations

Cross-system delivery for PR guard, CI triage, and IaC review.

  • Multi-repo execution
  • Audit & evidence trails
  • Webhook & event triggers
  • Operational dashboards

Organizations

Enterprise

Org-wide governance with deployment flexibility and compliance.

  • SSO / SCIM / RBAC
  • Retention & compliance
  • Private deployment
  • Premium support & SLA
Claude

Claude API Key

ChatGPT

ChatGPT Plus or Pro

Or OpenAI API key

Gemini

Gemini Plus, Pro, or Ultra

Or Google API key

Kimi

Kimi Code Moderato, Allegretto, Vivace

Or Kimi Code API key

Your keys or subscriptions, your models, your choice.