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update: i gave chatgpt full access to the taskmaster github repo and asked it to produce a thorough investigation of the product, the code and architecture, and to pay special attention to LLM-powered test generation, which I particularly care about right now it responded with an 8-page Mackenzie consultant-level... report that dives deep into everything I asked and more one really solid thing it did that taskmaster makes possible is I asked it to go through all of my Taskmaster task files and to give recommendations on which are most high value/high priority. While I already had researched these tasks, it does add value to get another perspective i’ve been used to this with o1 pro, but to see the level of reasoning achieved against a growing and reasonably large code base blew my mind overall, it provided: - general audit and best practice recommendations - suggestions for new features - recommendations for how to consolidate MCP tools from 25 to 5-6 - review of open npm i task-master-ai tasks - exploration of LLM powered test generation with full references of where it grabbed that information absolutely incredibleshow more

Eyal Toledano

17,958 subscribers

12,633 Aufrufe • vor 1 Jahr •via X (Twitter)

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11 Kommentare

Profilbild von Dawood Khan

Dawood Khanvor 1 Jahr

The amount of effort you put in improving this product is remarkable ❤️

Profilbild von Eyal Toledano

Eyal Toledanovor 1 Jahr

I appreciate you!

Profilbild von Manticore Search

Manticore Searchvor 1 Jahr

🚀 Star Manticore Search on #GitHub today and join our quest for the ultimate search solution!

Profilbild von Jake Sacino

Jake Sacinovor 1 Jahr

Had the same experience. PDF export is nice. Just wish you could explore a codebase without forking it.

Profilbild von Eyal Toledano

Eyal Toledanovor 1 Jahr

It’s my codebase so i don’t mind 😂

Profilbild von John Curtis

John Curtisvor 1 Jahr

Hey do you mind sharing how it planned to reduce the tool count?

Profilbild von Eyal Toledano

Eyal Toledanovor 1 Jahr

p much in the way I was gonna do it i have many tools that can be consolidated into a higher order tool ie add-task, remove-task, update, update-taskc update-subtask can all be part of the task_management tool That tool would take in an argument for which sub tool to run

Profilbild von d0gs0n4c1d

d0gs0n4c1dvor 1 Jahr

wow this is really interesting stuff and the 8 pages from chatgpt sounds cool too! jokes aside, imo there would be a lot of potential in train a sortof dedicated “debugger_model”, (ideally from a foundation model)and then just giving to it taskmaster as a tool. 👀

Profilbild von Antonio Correa

Antonio Correavor 1 Jahr

Bravo!👏🏻

Profilbild von Eyal Toledano

Eyal Toledanovor 1 Jahr

🤜🤛

Profilbild von Carlos

Carlosvor 1 Jahr

Wow

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