2026 Corporate Agent Engineering Stack

The Agent Development Kit

A professional operating system for building governed AI coding agents: persistent memory, reusable skills, deterministic guardrails, delegated specialists, and installable team plugins.

Copy TemplatesView Governance Model
5Architecture layers
40%Less context waste
24hTeam bootstrap
∞Reusable workflows
agent-dev-kit/
├─ CLAUDE.md                 # project memory
├─ .claude/
│  ├─ skills/                # repeatable expertise
│  ├─ hooks/                 # deterministic control
│  ├─ agents/                # specialist subagents
│  ├─ plugins/               # team distribution
│  └─ settings.json          # permissions + policies
└─ governance/
   ├─ review-checklist.md
   ├─ risk-register.md
   └─ release-readiness.md
Core idea: stop putting everything into one giant prompt. Put durable facts in memory, repeatable workflows in skills, non-negotiable checks in hooks, specialist work in subagents, and shared capability bundles in plugins.

Five layers. One production stack.

Inspired by the reference visual, upgraded into a board-ready framework for engineering teams, AI studios, agencies, and enterprise product organizations.

L1 Memory CLAUDE.md
CLAUDE.md
.claude/global.md
.claude/project.md
.claude/architecture.rules
What it storesRepo conventions, architecture decisions, style rules, domain vocabulary, build commands and onboarding facts.
L2 Skills Knowledge
skills/
└─ review-pr/SKILL.md
└─ ship-release/scripts/
└─ seo-audit/references/
What it packagesRepeatable procedures that load only when relevant: reviews, audits, migrations, PR summaries, release notes and documentation tasks.
L3 Hooks Guardrails
settings.json
hooks/
└─ pre-tool-use.sh
└─ post-edit-format.sh
└─ session-start.sh
What it enforcesBlocking dangerous commands, formatting code after edits, logging activity, validating secrets, running lint and notifying humans.
L4 Subagents Delegation
agents/
└─ code-reviewer.md
└─ test-runner.md
└─ security-analyst.md
└─ explorer.md
What it isolatesSpecialist context windows for research, review, testing and security so the main session remains clean and strategic.
L5 Plugins Distribution
plugins/
└─ manifest.json
└─ marketplace.url
└─ team.install
└─ changelog.md
What it scalesVersioned bundles of skills, agents, hooks and MCP definitions that keep every teammate aligned with one install.

Corporate-grade governance built in.

Professional agent development is not only speed. It is permissioning, observability, reproducibility, security and team alignment.

Permission Matrix

Define what each agent can read, edit, execute and publish. Keep destructive actions human-approved.

ReadEditBashMCP

Quality Gates

Automatically run formatters, tests, lint, dependency checks and release readiness audits before shipping.

LintTestBuildReview

Audit Trail

Record who invoked which skill, what hooks ran, what files changed and which subagent produced the result.

LogsOwnersApprovals
NeedBest LayerReason
Project conventionsCLAUDE.mdAlways available at session start.
Repeatable workflowSkillLoaded only when useful, easy to share.
Non-negotiable ruleHookDeterministic shell or policy enforcement.
Specialist investigationSubagentSeparate context with focused tools.
Team-wide rolloutPluginBundle and version capabilities across repos.

Copy-ready starter templates.

Use these as your first corporate baseline, then customize by repository, product line or client account.

---
name: review-pr
description: Review a pull request for correctness, security, maintainability and product impact.
allowed-tools: Read, Grep, Bash
---

You are a senior code reviewer. Inspect the diff, identify risks, verify tests, and produce:
1. Executive summary
2. Blocking issues
3. Non-blocking improvements
4. Test coverage gaps
5. Suggested commit message
---
name: security-analyst
description: Use for dependency, secret, permission and attack-surface review before release.
tools: Read, Grep, Bash
model: fast
---

Focus only on security risk. Do not rewrite code unless asked. Return evidence, severity, affected files and remediation steps.
{
  "hooks": {
    "PreToolUse": [{
      "matcher": "Bash",
      "hooks": [{"type": "command", "command": "./hooks/pre-tool-use.sh"}]
    }],
    "PostToolUse": [{
      "matcher": "Edit|Write",
      "hooks": [{"type": "command", "command": "npm run lint --if-present"}]
    }]
  }
}
# CLAUDE.md

## Product mission
Build reliable, secure, fast software with auditable AI assistance.

## Engineering standards
- Prefer small, reversible changes.
- Explain tradeoffs before major refactors.
- Never expose secrets or personal data.
- Run tests and report exact commands used.

## Review checklist
Security, performance, accessibility, SEO, maintainability, observability.

48-hour rollout plan.

A practical path from screenshot inspiration to operational agent platform.

01Map workflows

Identify repeated prompts, risky commands, specialist tasks and team standards.

02Create baseline

Add CLAUDE.md, first three skills, initial hooks and two specialist agents.

03Validate

Run on one repository. Measure saved time, failure modes and missing permissions.

04Package

Bundle as a plugin, document onboarding, version releases and scale to the team.

Powered by ImageFirm AI: this single-page kit is designed for executive presentation, developer onboarding and conversion-focused landing-page deployment. Add your domain, analytics, contact form endpoint and repository download link to go live.

Research baseline: official Claude Code documentation describes CLAUDE.md customization, skills, hooks, subagents, plugin configuration and SDK/agent capabilities. This page translates those primitives into a corporate implementation framework.

LayersTemplates