[PR #869] [MERGED] add enhancing_function_agent strategy. #1230

New Issue

2026-02-22T17:51:56-05:00

yindo commented

2026-02-22 17:51:56 -05:00

📋 Pull Request Information

Original PR: https://github.com/langgenius/dify-plugins/pull/869
Author: @GraySilver
Created: 7/6/2025
Status: ✅ Merged
Merged: 7/7/2025
Merged by: @crazywoola

Base: main ← Head: main

📝 Commits (1)

05904b0 add enhancing_function_agent strategy.

📊 Changes

1 file changed (+0 additions, -0 deletions)

View changed files

➕ allenyzx/enhancing_function_agent/enhancing_function_agent.difypkg (+0 -0)

📄 Description

Plugin Submission Form

1. Metadata

Plugin Author: allenyzx
Plugin Name: 0.0.1
Repository URL: https://github.com/GraySilver/enhancing_function_agent

2. Submission Type

New plugin submission
Version update for existing plugin

3. Description

A Practical Agent Strategy, partially referencing the logic from EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction. Code implementation is based on Microsoft's EASYTOOL

Features:

Task Planning

Decomposes complex user queries into independently executable atomic subtasks. Generates structured task lists ({"Tasks": [...]}) via LLM, each containing:

Naturally described atomic task;
Unique task ID identifier;
Ensured task integrity and self-consistency.

Task Topology

Constructs a logical dependency graph among tasks:

Analyzes task execution order and dependencies;
Outputs topological structure in [{"task":..., "id":..., "dep":[...]}] format;
Supports multi-level dependency handling (list/string/integer format conversion);
Built-in error retry mechanism (max 5 attempts).

Choose Tool

Matches optimal tools for subtasks:

Dynamically selects tools based on descriptions (tool_dic) and task requirements;
Outputs results in [{"ID": XX}] format;
Filters out used tools to avoid duplication;
Ensures stability via error retry mechanism.

Tool Check

Intelligently determines if tool invocation is required:

Realtime detection (mandatory for time-sensitive data);
Data retrieval detection (needs for structured data like IDs/locations/rankings);
External resource detection (requires database/web search).
Outputs decision basis as {"Reason":..., "Choice":"Yes/No"}.

4. Checklist

I have read and followed the Publish to Dify Marketplace guidelines
I have read and comply with the Plugin Developer Agreement
I confirm my plugin works properly on both Dify Community Edition and Cloud Version
I confirm my plugin has been thoroughly tested for completeness and functionality
My plugin brings new value to Dify

5. Documentation Checklist

Please confirm that your plugin README includes all necessary information:

Step-by-step setup instructions
Detailed usage instructions
All required APIs and credentials are clearly listed
Connection requirements and configuration details
Link to the repository for the plugin source code

6. Privacy Protection Information

Based on Dify Plugin Privacy Protection Guidelines:

Data Collection

Privacy Policy

I confirm that I have prepared and included a privacy policy in my plugin package based on the Plugin Privacy Protection Guidelines

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/langgenius/dify-plugins/pull/869 **Author:** [@GraySilver](https://github.com/GraySilver) **Created:** 7/6/2025 **Status:** ✅ Merged **Merged:** 7/7/2025 **Merged by:** [@crazywoola](https://github.com/crazywoola) **Base:** `main` ← **Head:** `main` --- ### 📝 Commits (1) - [`05904b0`](https://github.com/langgenius/dify-plugins/commit/05904b0f6144782f6c35bf4c8c02827786d66914) add enhancing_function_agent strategy. ### 📊 Changes **1 file changed** (+0 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `allenyzx/enhancing_function_agent/enhancing_function_agent.difypkg` (+0 -0) </details> ### 📄 Description # Plugin Submission Form ## 1. Metadata  - **Plugin Author**: allenyzx - **Plugin Name**: 0.0.1 - **Repository URL**: https://github.com/GraySilver/enhancing_function_agent ## 2. Submission Type - [x] New plugin submission - [ ] Version update for existing plugin ## 3. Description  **A Practical Agent Strategy**, partially referencing the logic from [EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction](https://arxiv.org/pdf/2401.06201). Code implementation is based on Microsoft's [EASYTOOL](https://github.com/microsoft/JARVIS/tree/main/easytool) ### Features: #### **Task Planning** Decomposes complex user queries into independently executable **atomic subtasks**. Generates structured task lists (`{"Tasks": [...]}`) via LLM, each containing: 1. Naturally described atomic task; 2. Unique task ID identifier; 3. Ensured task integrity and self-consistency. #### **Task Topology** Constructs a logical dependency graph among tasks: 1. Analyzes task execution order and dependencies; 2. Outputs topological structure in `[{"task":..., "id":..., "dep":[...]}]` format; 3. Supports multi-level dependency handling (list/string/integer format conversion); 4. Built-in error retry mechanism (max 5 attempts). #### **Choose Tool** Matches optimal tools for subtasks: 1. Dynamically selects tools based on descriptions (`tool_dic`) and task requirements; 2. Outputs results in `[{"ID": XX}]` format; 3. Filters out used tools to avoid duplication; 4. Ensures stability via error retry mechanism. #### **Tool Check** Intelligently determines if tool invocation is required: 1. **Realtime detection** (mandatory for time-sensitive data); 2. **Data retrieval detection** (needs for structured data like IDs/locations/rankings); 3. **External resource detection** (requires database/web search). Outputs decision basis as `{"Reason":..., "Choice":"Yes/No"}`. ## 4. Checklist - [x] I have read and followed the Publish to Dify Marketplace guidelines - [x] I have read and comply with the Plugin Developer Agreement - [x] I confirm my plugin works properly on both Dify Community Edition and Cloud Version - [x] I confirm my plugin has been thoroughly tested for completeness and functionality - [x] My plugin brings new value to Dify ## 5. Documentation Checklist Please confirm that your plugin README includes all necessary information: - [x] Step-by-step setup instructions - [x] Detailed usage instructions - [x] All required APIs and credentials are clearly listed - [x] Connection requirements and configuration details - [x] Link to the repository for the plugin source code ## 6. Privacy Protection Information Based on Dify Plugin Privacy Protection [Guidelines](https://docs.dify.ai/plugins/publish-plugins/publish-to-dify-marketplace/plugin-privacy-protection-guidelines): ### Data Collection  ### Privacy Policy - [x] I confirm that I have prepared and included a privacy policy in my plugin package based on the Plugin Privacy Protection Guidelines --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

yindo added the pull-request label 2026-02-22 17:51:56 -05:00

yindo closed this issue

2026-02-22 17:51:56 -05:00

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Reference: langgenius/dify-plugins#1230