arcasilesgroupOfficial·79 Agent Skills Included

ai-engineering

Governed coding workflows with specs, reviews, and audits

Enforces disciplined software development through twenty written procedures covering specs, plans, builds, reviews, security checks, and shipping. Eliminates unverified claims, silent failures, and unreviewed code by requiring every promise to be backed by a command that exits non-zero. Installs once and applies the same rules across every project on a machine, keeping decisions auditable as plain text in your repository.

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npx skills add arcasilesgroup/ai-engineering --all -g -y

Available:

Gives your AI agent twelve standing rules for how work happens here, including spec-before-code discipline, one commit per change, green-gate verification, and how to route requests to the right sub-skill.

All Skills in This Repository (79)

Pure Emerald Level Indicators

📦 In Repo

arcasilesgroup

commit

Stage, lint, detect secrets, commit, and push code with governance checks.

pipeline

Generate stack-aware CI/CD workflow files for GitHub Actions and Azure Pipelines.

contract

Initialize, synchronize, and validate product contract lifecycle from templates.

infra

Generate Terraform or Bicep code for cloud infrastructure provisioning.

discover

Probe ambiguous requirements across eight completeness dimensions using AskUserQuestion.

explain

Generate codebase-anchored technical explanations with three depth levels.

test

Plan, execute, and analyze tests across multiple programming stacks.

quality

Assess code quality across metrics, SonarCloud, review, and documentation.

changelog

Generate user-friendly changelogs and GitHub release notes from git history.

security

Run unified security scans with SAST, DAST, dependency auditing, and SBOM generation.

plan

Assess software project requirements, risks, and pipeline strategy without modifying files.

dispatch

Construct a task dependency DAG from plan.md and generate YAML dispatch entries.

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Advanced

Frequently Asked Questions

FAQPage Schema

How to install ai-engineering?▼

Run `npx skills add arcasilesgroup/ai-engineering --all -g -y` in your terminal to install all skills in this suite globally.

What does ai-engineering actually do?▼

It is a governance framework for coding agents: twenty procedures, four guards, and a CLI that enforce spec-before-code, independent review, and verifiable evidence for every claim.

How does it stop agents from making false claims?▼

Every promise maps to a command that exits non-zero on failure, and guards fail closed, so nothing reads as green unless a real check produced that result.

Does ai-engineering work with Claude Code and Cursor?▼

Yes. It registers guards in the settings file each agent surface already reads, so the same rules apply across Claude Code, Cursor, Codex, and other compatible tools.

Can I remove ai-engineering without lock-in?▼

Yes. Deleting the `.ai/` folder removes it completely, and your specs remain as plain markdown files that outlive the framework.