llm

Analyze Backoffice failure logs, reproduce issues, implement fixes ordered by impact, and verify results.

Send a Telegram message to the user.

Schedule recurring commands using a Bun-native cron scheduler.

Audit, score, and optimize the Backoffice MEMORY.md file.

Research a topic autonomously, run iterative experiments, self-improve, or investigate a problem deeply without step-by-step human involvement.

Make changes to Backoffice itself — adding tools, changing behaviour, fixing bugs, updating instructions, or modifying source code.

Summarise, analyse, extract insights from, or transform content (articles, YouTube videos, transcripts, essays, code) using Fabric prompt patterns.

When making non-trivial changes to code or infrastructure, ask the user if they want to plan first.

Git operations across the two repos (volume and source) — commits, branches, pushes, and the mandatory workflow rules.

How to install and use the GitHub CLI (gh) on this instance — auth, PRs, issues, API, and common workflows.

Share files with the user via a short-lived tokenized download link.

Create new skills, modify and improve existing skills, and measure skill performance.