Agent systems field guideReviewed July 26, 2026

Every layer of the agent stack has a different job.

Instruction files are not Skills. Skills are not subagents. Tools are not memory. This living library explains where each component fits, when to use it, and how to know it is production-ready.

The operating model

Use the smallest layer that fits

Start with a well-shaped task and concise project truth. Add reusable capability, delegation, external access, persistence, and automation only when the workflow earns them. Every added layer creates a new quality and security boundary.

  1. 01

    Always-on context

    Repository instructions carry concise, durable project truth.

  2. 02

    On-demand capability

    Skills and plugins load specialized procedures and resources.

  3. 03

    Delegated execution

    Subagents isolate independent work and return bounded results.

  4. 04

    Connected, controlled action

    Tools, protocols, hooks, permissions, and evals make work useful and accountable.

12

maintained field guides

24

unique primary sources

30 days

maximum review interval

Decision library

Choose the component you need to understand

Each guide includes a decision boundary, production checklist, artifact patterns, adjacent layers, and an evidence ledger.

Context

What the agent knows now and can recover later.

AGENTS.md · CLAUDE.md · scoped rules

Repository instructions

Durable, version-controlled guidance that tells coding agents how a repository is organized, how to verify work, and which boundaries matter.

Open field guide

Working context · durable memory · retrieval

Memory and context

The systems that decide what an agent sees now, what it can retrieve later, and which durable facts persist across sessions.

Open field guide

Capability

Reusable knowledge and procedures loaded when relevant.

SKILL.md · scripts · references · assets

Agent Skills

Discoverable, reusable packages of instructions and resources that teach an agent a specialized workflow without loading the whole procedure into every session.

Open field guide

Distribution

How extensions are packaged, installed, and updated.

Skills · agents · hooks · connectors

Plugins

Installable bundles that distribute one or more agent extensions—such as Skills, subagents, hooks, MCP servers, or application connectors—as a coherent product.

Open field guide

Orchestration

How work is delegated, isolated, and synthesized.

Delegation · isolation · parallel work

Subagents and agent teams

Specialized workers that perform bounded tasks in separate contexts and return results to a coordinating agent or shared team.

Open field guide

Connectivity

How agents reach tools, data, and other agents.

Capabilities · resources · prompts · servers

Tools and MCP

Typed tools connect an agent to actions and data. The Model Context Protocol standardizes how compatible clients discover and invoke those capabilities.

Open field guide

A2A · agent cards · tasks · messages

Agent-to-agent protocols

Protocols for discovering remote agents, negotiating supported interfaces, exchanging messages, and tracking long-running tasks across organizational boundaries.

Open field guide

Control

Deterministic boundaries around probabilistic behavior.

Lifecycle events · policy checks · formatters

Hooks

Deterministic handlers that run at defined points in an agent lifecycle to validate, block, transform, log, or trigger work.

Open field guide

Least privilege · approvals · sandboxing · audit

Permissions and safety

The trust boundaries that constrain what an agent can read, execute, change, publish, purchase, or send on a user's behalf.

Open field guide

Operations

How stable agent workflows run without constant supervision.

Schedules · triggers · unattended runs

Automations

Repeatable agent runs started by time or events, with explicit inputs, permissions, outputs, review gates, and recovery behavior.

Open field guide

Quality

How teams measure, compare, and prevent regressions.

Representative tasks · graders · traces · regression gates

Evals and verification

A repeatable evidence loop that measures whether an agent completes representative tasks correctly, safely, and efficiently.

Open field guide

Transactions

How agents participate in purchases with accountable consent.

UCP · AP2 · consent · mandates

Agent commerce and payments

Standards and controls for product discovery, checkout, payment authorization, and evidence of user intent in agent-mediated transactions.

Open field guide
Living documentation

Regular publishing with quality gates

AgentAtlas checks the linked primary sources every week, refuses stale catalog entries, validates citations and structure, and publishes a rotating Agent Stack Brief. Human pages, JSON APIs, feeds, sitemaps, and AI-readable indexes all use this same reviewed dataset.

Primary sources30-day review gateWeekly generated brief

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