deepwork

Welcome new users to DeepWork — introduce features, set up reviews, and optionally record a first workflow

Run DeepWork Reviews on the current branch — review changed files using .deepreview rules

Creates a new LearningAgent with directory structure, core-knowledge.md, and Claude Code agent file. Guides the user through initial configuration.

Runs the learning cycle on all LearningAgent sessions with pending transcripts. Identifies issues, investigates root causes, and incorporates learnings into agent definitions.

Reference documentation for DeepWork Reviews — automated code review rules using .deepreview configs and DeepSchema-generated rules

Start or continue DeepWork workflows using MCP tools

Record a workflow by doing it — watch and learn approach to creating DeepWork jobs

Reads a session transcript and identifies issues where a LearningAgent made mistakes, had knowledge gaps, or underperformed. Creates issue files for each problem found.

Takes investigated issues and incorporates the learnings into the LearningAgent's knowledge base by updating core-knowledge.md, topics, or learnings files.

Investigates identified issues in a LearningAgent session by reading the transcript, determining root causes, and updating issue files with investigation reports.

Reviews a prompt/instruction file against Anthropic prompt engineering best practices. Use when evaluating skill files, agent definitions, or instruction chunks for quality.

Start structured planning — explores, designs, and produces an executable plan

Create and manage DeepSchemas — rich file-level schemas with automatic validation and review generation

Merge the current PR, wait for merge queue/checks to complete, then switch to main and pull

Dispatch entry point for the LearningAgents plugin. Routes to sub-commands for creating agents, running learning cycles, and reporting issues.

Set up DeepWork Reviews — automated code review rules using .deepreview config files

Creates an issue file tracking a problem observed in a LearningAgent session. Used by the identify skill and can be invoked directly to report issues in real-time.

Configures project permissions for the LearningAgents plugin. Adds required Bash and file access rules to .claude/settings.json.