Task629

Task629 is a personal skill tracker that analyses daily task descriptions to identify demonstrated skills.

Task629 is a personal skill tracker designed to ease personal development tracking. It takes descriptions of tasks worked on through a day and analyses them to identify skills demonstrated. Users send daily task descriptions via Telegram messages, where standard text messages are treated as tasks for analysis. The system supports configuration updates and goal reporting through Telegram commands. For setup, it requires a Docker container running with environment variables for MongoDB, Telegram bot keys, and an AI provider such as Ollama, Groq, or Gemini. It uses default and stronger AI models to handle task analysis and review.

Task629 at a glance

Best for: Software engineer
Runs on: self-hosted
Pricing: Free
Released: October 2026
Category: AI productivity tool
Website: github.com/sudo-bendg/task629

Key features

Analyses daily task descriptions to identify skills
Integrates with Telegram for message handling
Supports Ollama, Groq, and Gemini AI providers
Stores data via MongoDB connection
Generates goal reports through chat commands
Runs as a Docker container

Use it for

Tracking personal skill development from daily work
Generating goal reports via Telegram
Analysing daily tasks without manual skill mapping

Alternatives to Task629

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Ptd — Tracks both human hours and AI agent tokens and costs on the same tasks.
DoneThat — Tracks work automatically and privately without timers or spyware.
Kanbanto — Tasks, decisions and progress stay on the cards instead of a chat history.
Kaiku — Wire-level MCP compatibility lets existing AI agents work without custom bridges.
Jantt — Generates structured schedules for AI agents with fewer tokens.
ASu skills — It provides nine structured entry points for every stage of the job search process.
Projecttodo — Keeps your projects and AI workflows on your own machine with a built-in MCP server.
Spotlytt — Showcases actual skills through adaptive AI interviews instead of resumes.
Basic Memory — Stores data in local Markdown files that remain accessible and readable by any AI.
Unprompt — It measures your AI usage without judgment, blocking, or lecturing.
TaskPocket — It features a simple system with no complicated methods to learn or AI built inside.

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