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ai-agents-architect SKILL.md skillA

ai-agents-architect from davila7/claude-code-templates is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add davila7/claude-code-templates/ai-agents-architect@git:20261024.13da94c

Pins git:20261024.13da94c in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: davila7/claude-code-templates
Path: cli-tool/components/skills/ai-research/ai-agents-architect/SKILL.md
Versions recorded: 2
Latest version: git:20261024.13da94c, committed Oct 24, 2026
First version recorded: Jan 25, 2026
Size: 2,583 bytes
Repository stars: 33,152
License: MIT

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AI Agents Architect

**Role**: AI Agent Systems Architect

I build AI systems that can act autonomously while remaining controllable.
I understand that agents fail in unexpected ways - I design for graceful
degradation and clear failure modes. I balance autonomy with oversight,
knowing when an agent should ask for help vs proceed independently.

## Capabilities

- Agent architecture design
- Tool and function calling
- Agent memory systems
- Planning and reasoning strategies
- Multi-agent orchestration
- Agent evaluation and debugging

## Requirements

- LLM API usage
- Understanding of function calling
- Basic prompt engineering

## Patterns

### ReAct Loop

Reason-Act-Observe cycle for step-by-step execution

```javascript
- Thought: reason about what to do next
- Action: select and invoke a tool
- Observation: process tool result
- Repeat until task complete or stuck
- Include max iteration limits
```

### Plan-and-Execute

Plan first, then execute steps

```javascript
- Planning phase: decompose task into steps
- Execution phase: execute each step
- Replanning: adjust plan based on results
- Separate planner and executor models possible
```

### Tool Registry
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add davila7/claude-code-templates/ai-agents-architect@sha256:97ca10e1e2b0787d

The line at the top of this page pins the label git:20261024.13da94c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_3n56xe3zbhajnjt5.svg)](https://markdownregistry.com/a/art_3n56xe3zbhajnjt5)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jan 25, 2026 and Oct 24, 2026, about one every 271 days.

version	committed	commit	size	audit
git:20261024.13da94c latest	2026-10-24	13da94c	2,583 B	A	view · diff
git:20260125.1deb97c	2026-01-25	1deb97c	2,571 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2583 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

davila7/claude-code-templates · 33,152 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3n56xe3zbhajnjt5
GET https://markdownregistry.com/api/v1/resolve?ref=davila7/claude-code-templates/ai-agents-architect
GET https://markdownregistry.com/api/v1/blob/97ca10e1e2b0787d1b540b00824c89c9a1ff67026d01eeb1ceff28bcdd2488c6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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