# Miniflux Summary Agent

A command-line RSS article summarization tool that fetches articles from your [Miniflux](https://miniflux.app/) RSS reader and generates concise AI-powered summaries organized by category.

## Installation

### Using pipx (recommended)
```bash
pipx install miniflux-summary-agent
```

### Using uvx
```bash
uvx miniflux-summary-agent
```

### Using pip
```bash
pip install miniflux-summary-agent
```

## Quick Start

1. **Prerequisites**: Ensure you have [Miniflux](https://miniflux.app/) running and [Ollama](https://ollama.com/) installed locally
2. **Setup**: Configure environment variables (see Configuration section)
3. **Run**: 
   - `miniflux-summary` (if installed globally)
   - `python -m miniflux-summary-agent` (alternative)

### Development Setup

For development setup and contribution guidelines, see the [Development Guide](https://github.com/trly/miniflux-summary-agent/blob/main/DEVELOPMENT.md)

## How It Works

The agent follows a simple workflow:

1. **Fetch**: Retrieves articles from your Miniflux RSS reader using the API
2. **Enhance**: Detects brief summaries and fetches full article content when possible, or if needed
3. **Summarize**: Processes each article through Ollama to generate 2-4 sentence summaries
5. **Organize**: Groups summaries by category and generates an HTML report

## Configuration

Configure via environment variables:

- `MINIFLUX_URL`: Your Miniflux instance URL
- `MINIFLUX_API_KEY`: API key from Miniflux settings
- `ARTICLE_HOURS_BACK`: Hours of articles to fetch (default: 6)
- `LOG_LEVEL`: Logging level (default: INFO)

## Requirements

- Python ≥3.10
- [Miniflux](https://miniflux.app/) RSS reader instance
- [Ollama](https://ollama.com/) with [llama3.1:8b](https://ollama.com/library/llama3.1:8b) model

## License

This project is open source. Please check the repository for license details.


Summarize Miniflux articles with Ollama. 

Meet the Socket Team at BlackHat and DEF CON in Las Vegas, Aug 4-6

miniflux-summary-agent

trly

(Experimental) An ambiguous license classifier was found.

What is an ambiguous license classifier?

Ambiguous License Classifier

Source files are encoded using a non-standard text encoding.

What is bad text encoding?

Bad text encoding

Package version is not a valid semantic version (semver).

What is bad semver?

Bad semver

Package has dependencies with an invalid semantic version. This could be a sign of beta, low quality, or unmaintained dependencies.

What is bad dependency semver?

Bad dependency semver

Source files contain bidirectional unicode control characters. This could indicate a Trojan source supply chain attack. See: trojansource.codes for more information.

What are bidirectional unicode control characters?

Bidirectional unicode control characters

This package has multiple bin scripts with the same name. This can cause non-deterministic behavior when installing or could be a sign of a supply chain attack.

What is bin script confusion?

Bin script confusion

This Chrome extension includes a content script '{scriptFile}' that runs on websites matching '{matches}'.

What are Chrome extension content scripts?

Chrome Extension Content Script

This Chrome extension requests access to '{host}'.

What are Chrome extension host permissions?

Chrome Extension Host Permission

This Chrome extension uses the '{permission}' permission.

What are Chrome extension permissions?

Chrome Extension Permission

This Chrome extension requests broad access to websites with the pattern '{host}'.

What are Chrome extension wildcard host permissions?

Chrome Extension Wildcard Host Permission

Semantic versions published out of chronological order.

What is a chronological version anomaly?

Chronological version anomaly

Project maintainer's SSH key has been compromised.

What is a compromised SSH key?

Compromised SSH key

(Experimental) Copyleft license information was found.

What do I need to know about license files?

Copyleft License

Contains a Critical Common Vulnerability and Exposure (CVE).

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Title

Critical CVE

Contains a high severity Common Vulnerability and Exposure (CVE).

What is a CVE?

High CVE

Uses debug, reflection and dynamic code execution features.

What is debug access?

Debug access

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What is a deprecated package?

Deprecated

(Experimental) Contains a known deprecated SPDX license exception.

What is a deprecated SPDX exception?

Deprecated SPDX exception

(Experimental) License is deprecated which may have legal implications regarding the package's use.

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Deprecated license

Package name is similar to other popular packages and may not be the package you want.

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Possible typosquat attack

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Dynamic require

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Empty package

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Environment variable access

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What are extraneous dependencies?

Name

Extraneous dependency

Contains a dependency which resolves to a file. This can obfuscate analysis and serves no useful purpose.

What are file dependencies?

File dependency

Accesses the file system, and could potentially read sensitive data.

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Filesystem access

Package has a dependency with a floating version range. This can cause issues if the dependency publishes a new major version.

What are wildcard dependencies?

Wildcard dependency

Contains a dependency which resolves to a remote git URL. Dependencies fetched from git URLs are not immutable and can be used to inject untrusted code or reduce the likelihood of a reproducible install.

What are git dependencies?

Git dependency

Contains a dependency which resolves to a GitHub URL. Dependencies fetched from GitHub specifiers are not immutable can be used to inject untrusted code or reduce the likelihood of a reproducible install.

What are GitHub dependencies?

GitHub dependency

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AI-detected potential code anomaly

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AI-detected potential malware

AI has determined that this package may contain potential security issues or vulnerabilities.

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AI-detected potential security risk

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Native code

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High entropy strings

Contains unicode homoglyphs which can be used in supply chain confusion attacks.

What are unicode homoglyphs?

Unicode homoglyphs

Contains a dependency which resolves to a remote HTTP URL which could be used to inject untrusted code and reduce overall package reliability.

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HTTP dependency

Install scripts are run when the package is installed. The majority of malware in npm is hidden in install scripts.

What is an install script?

Install scripts

Package has an invalid manifest file and can cause installation problems if you try to use it.

What is an invalid manifest file?

Invalid manifest file

Source files contain invisible characters. This could indicate source obfuscation or a supply chain attack.

What are invisible characters?

Invisible chars

(Experimental) Package license has recently changed.

What is a license change?

License change

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What is a license exception?

License exception

This package is not allowed per your license policy. Review the package's license to ensure compliance.

What is a license policy violation?

License Policy Violation

Contains long string literals, which may be a sign of obfuscated or packed code.

What's wrong with long strings?

Long strings

Package has recently undergone a major refactor. It may be unstable or indicate significant internal changes. Use caution when updating to versions that include significant changes.

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Major refactor

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Known malware

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Manifest confusion

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Medium CVE

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Low CVE

This package contains minified code. This may be harmless in some cases where minified code is included in packaged libraries, however packages on npm should not minify code.

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Minified code

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Misc. License Issues

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Non-existent author

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Modified license exception

(Experimental) Package contains a modified version of an SPDX license. Please read carefully before using this code.

What is a modified license?

Modified license

What is network access?

Network access

A new npm collaborator published a version of the package for the first time. New collaborators are usually benign additions to a project, but do indicate a change to the security surface area of a package.

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New author

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Why is contributor and author data important?

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No bug tracker

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No License Found

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No README

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miniflux-summary-agent

Miniflux Summary Agent

Installation

Using pipx (recommended)

Using uvx

Using pip

Quick Start

Development Setup

How It Works

Configuration

Requirements

License

Keywords

Related posts

miniflux-summary-agent

Miniflux Summary Agent

Installation

Using pipx (recommended)

Using uvx

Using pip

Quick Start

Development Setup

How It Works

Configuration

Requirements

License

Keywords

Related posts

Introducing License Overlays: Smarter License Management for Real-World Code

Introducing Rust Support in Socket