blog-post

Inspect and explain conversations in the local Deep Agents Code SQLite session store.

Review Talon tool placement and defensive prompts when requested or when adding or changing tools or subagents; apply confirmed changes and verify active…

Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations.

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database.

Review the current conversation and capture valuable knowledge — best practices, coding conventions, architecture decisions, workflows, and user feedback —…

Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries.

Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents.

Drafts engaging social media posts, writes hooks, suggests hashtags, creates thread structures, and generates companion images.

Fetches and references LangGraph Python documentation to build stateful agents, create multi-agent workflows, and implement human-in-the-loop patterns.

Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic.

Use when processing large PDFs, document collections, or bulk text extraction tasks that benefit from GPU-accelerated processing.

Use for creating publication-quality charts and multi-panel analysis summaries.