wicked-garden-agentic-frameworks SKILL.md skillA

wicked-garden-agentic-frameworks from mikeparcewski/wicked-garden is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mikeparcewski/wicked-garden/wicked-garden-agentic-frameworks@git:20260914.823dcbc

Pins git:20260914.823dcbc in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mikeparcewski/wicked-garden
Path
skills/agentic/frameworks/SKILL.md
Versions recorded
5
Latest version
git:20260914.823dcbc, committed Sep 14, 2026
First version recorded
Mar 22, 2026
Size
7,355 bytes
Repository stars
9
License
MIT

Use when selecting or comparing agentic frameworks (LangChain, LangGraph, CrewAI, AutoGen, etc.) — curated comparison by use case, language, and maturity. Gets latest context via Context7 when available. NOT for reviewing existing agentic code (use review-methodology) or architecture patterns (use agentic-patterns).

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

# Agentic Frameworks

Comprehensive guide to agentic frameworks, their strengths, and how to choose the right one.

## Quick Comparison Table

| Framework | Language | Best For | Maturity | Learning Curve |
|-----------|----------|----------|----------|----------------|
| Anthropic ADK | TypeScript | Claude-specific, production | High | Low |
| LangGraph | Python | Complex workflows, state | High | Medium |
| CrewAI | Python | Role-based teams | Medium | Low |
| AutoGen | Python | Multi-agent conversations | Medium | Medium |
| Pydantic AI | Python | Type-safe agents | Medium | Low |
| OpenAI Agents SDK | Python | OpenAI-specific | Low | Low |
| LlamaIndex Agents | Python | RAG-heavy applications | High | Medium |
| Haystack | Python | Production pipelines | High | Medium |
| Semantic Kernel | C#/Python | Microsoft ecosystem | Medium | Medium |
| LangChain | Python | Rapid prototyping | High | Medium-High |
| Agency Swarm | Python | OpenAI Assistants API | Low | Low |
| Dify | Low-code | No-code workflows | Medium | Very Low |

## Selection Criteria

### 1. Orchestration Capabilities

**Simple Sequential:**
- LangChain (chains)
- Haystack (pipelines)
- Pydantic AI
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mikeparcewski/wicked-garden/wicked-garden-agentic-frameworks@sha256:206808b50c8c9259

The line at the top of this page pins the label git:20260914.823dcbc, 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 badge

[![mdr](https://markdownregistry.com/badge/art_crxppxf5z2cclflw.svg)](https://markdownregistry.com/a/art_crxppxf5z2cclflw)

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

Versions

The registry has recorded 5 versions of this file, between Mar 22, 2026 and Sep 14, 2026, about one every 44 days.

versioncommittedcommitsizeaudit
git:20260914.823dcbc latest2026-09-14 823dcbc 7,355 BA view · diff
git:20260711.6a4c6332026-07-11 6a4c633 7,373 BA view · diff
git:20260506.9dce6ee2026-05-06 9dce6ee 7,351 BA view · diff
git:20260424.1fce5c12026-04-24 1fce5c1 7,286 BA view · diff
git:20260322.407f2722026-03-22 407f272 7,179 BA 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 (7355 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

mikeparcewski/wicked-garden · 9 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_crxppxf5z2cclflw
GET https://markdownregistry.com/api/v1/resolve?ref=mikeparcewski/wicked-garden/wicked-garden-agentic-frameworks
GET https://markdownregistry.com/api/v1/blob/206808b50c8c9259e03e09ba93324d1f70e0d23e2eca902a4acddf07531d2a68

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.

More from mikeparcewski/wicked-garden

CLAUDE.md@.claude CLAUDE.md file
mikeparcewski/wicked-garden · .claude/CLAUDE.md
git:20261026.fa4b240 · audit A · 9 stars
plugin-json-schema SKILL.md skill
mikeparcewski/wicked-garden · .claude/skills/plugin-json-schema/SKILL.md · Official Claude Code plugin.json schema reference and validation guide. Use when creating or troubleshooting…
git:20260209.e735af7 · audit A · 9 stars
readme-style-guide SKILL.md skill
mikeparcewski/wicked-garden · .claude/skills/readme-style-guide/SKILL.md · Canonical README template and validation rules for Wicked Garden marketplace plugins. Use when: "write a README"…
git:20260323.49823a8 · audit A · 9 stars
release SKILL.md skill
mikeparcewski/wicked-garden · .claude/skills/releasing/SKILL.md · Release management and versioning toolkit for the wicked-garden plugin. Automates changelog generation, semantic…
git:20261020.90bebaa · audit A · 9 stars
scaffold SKILL.md skill
mikeparcewski/wicked-garden · .claude/skills/scaffolding/SKILL.md · Component scaffolding toolkit for creating skills, context:fork worker skills, and hooks within the unified…
git:20260915.e3b6066 · audit A · 9 stars
{{name}} SKILL.md skill
mikeparcewski/wicked-garden · .claude/skills/scaffolding/templates/skill/SKILL.md · {{description}} Use when {{use_when}}.
git:20260730.ea876d5 · audit A · 9 stars
AGENTS.md AGENTS.md file
mikeparcewski/wicked-garden · AGENTS.md
git:20260911.3beb111 · audit A · 9 stars
wicked-garden-agentic-architect SKILL.md skill
mikeparcewski/wicked-garden · skills/agentic-architect/SKILL.md · Five-layer architecture validation, agent topology analysis, orchestration pattern assessment, and framework detection…
git:20260914.823dcbc · audit A · 9 stars
wicked-garden-agentic-performance-analyst SKILL.md skill
mikeparcewski/wicked-garden · skills/agentic-performance-analyst/SKILL.md · Token optimization, latency budgets, cost analysis, caching strategy, and parallelization assessment for agentic…
git:20260914.823dcbc · audit A · 9 stars
wicked-garden-agentic-safety-reviewer SKILL.md skill
mikeparcewski/wicked-garden · skills/agentic-safety-reviewer/SKILL.md · Guardrails, prompt injection defense, PII protection, human-in-the-loop gates, and hallucination mitigation for agentic…
git:20260914.f4d847d · audit A · 9 stars
wicked-garden-agentic SKILL.md skill
mikeparcewski/wicked-garden · skills/agentic/SKILL.md · Agentic-systems domain skill: review, design, audit, and framework selection for AI agent systems. Routes to one of…
git:20260914.823dcbc · audit A · 9 stars
wicked-garden-agentic-agentic-patterns SKILL.md skill
mikeparcewski/wicked-garden · skills/agentic/agentic-patterns/SKILL.md · Use when designing or analyzing multi-agent architectures — covers core patterns (sequential, hierarchical, parallel…
git:20260914.823dcbc · audit A · 9 stars

Every file in mikeparcewski/wicked-garden

Browse by kind, by grade A, or by owner.