AI Maly Skill Agent

A Dify Agent Strategy plugin that loads reusable task skills and guides the model to execute work with repeatable playbooks.

Instead of relying solely on tool calls, the agent automatically matches the user's query to relevant skills and injects their methodology into the model context, so the model follows proven workflows.

Source repository: https://github.com/aiseall/aimali-skill-agent

Features

• Built-in skills: blog-writer, code-reviewer, dify-architect, pptx-designer.
• Custom skills: paste YAML in the agent config to add your own skills at runtime.
• Skill filtering: restrict available skills via the enabled_skills parameter.
• Tool integration: connect Dify external tools; the agent calls them in a multi-turn loop.
• Debug mode: shows loaded skills, active skills, and matching details.

Setup

1. Install this plugin package in the Dify admin panel.
2. Create an Agent application.
3. Select AI Maly Skill Agent as the Agent Strategy.
4. Choose a model and optionally add external tools.
5. Set enabled_skills to all (default) or a comma-separated list like blog-writer,pptx-designer.
6. Optionally paste custom skill YAML in Custom Skills YAML.

Parameters

Parameter	Required	Default	Description
Model	Yes	—	LLM for reasoning and tool calls
External Tools	No	—	Optional Dify tools
Query	Yes	—	User question
Enabled Skills	No	all	Comma-separated skill names, or all
Custom Skills YAML	No	—	Additional skills defined in YAML
Max Active Skills	No	3	Max skills injected per query (1–8)
Maximum Iterations	No	8	Max tool-call loop iterations (1–30)
Debug Mode	No	false	Show skill loading and matching info

Custom Skill Example

- name: meeting-minutes
  description: Organize meeting notes into conclusions, action items, and risks.
  triggers:
    - meeting notes
    - meeting minutes
  priority: 8
  category: productivity
  instructions: |
    You are a meeting minutes organizer.
    1. Identify meeting goals and participants.
    2. Output conclusions, action items, owners, deadlines, and risks.
    3. Mark missing information as “unclear” instead of guessing.

Skill Directory Format

Each skill is a directory under skills/ containing a SKILL.md file with YAML frontmatter:

skills/
  blog_writer/
    SKILL.md

---
name: blog-writer
description: Write opinionated technical blog posts.
triggers:
  - blog
  - article
priority: 8
category: writing
---

Your skill instructions here.

Local Development

Requires the Dify Plugin CLI and Python 3.12+:

dify plugin remote-debugging start
python -m main

Packaging

dify plugin package ./aimali_skill_agent

Privacy

See PRIVACY.md. This plugin does not collect, store, or transmit user data to any external service.