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Merged
nhorton merged 4 commits into from
Jan 15, 2026
Merged

Claude/add learn command #27

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08129db
Replace refine command with learn command for conversation-driven imp…
claude Jan 14, 2026
bb4e1a6
Improve learn command with conciseness criteria and shared file extra…
claude Jan 14, 2026
777124e
Update tests to check for learn command instead of refine
claude Jan 15, 2026
f5d3f4c
Merge branch 'main' into claude/add-learn-command-npWIp
nhorton Jan 15, 2026
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7 changes: 4 additions & 3 deletions .claude/commands/deepwork_jobs.define.md
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Original file line number Diff line number Diff line change
Expand Up @@ -44,14 +44,15 @@ hooks:
## Job Overview

Core commands for managing DeepWork jobs. These commands help you define new multi-step
workflows and refine existing ones.
workflows and learn from running them.

The `define` command guides you through an interactive process to create a new job by
asking detailed questions about your workflow, understanding each step's inputs and outputs,
and generating all necessary files.

The `refine` command helps you modify existing jobs safely by understanding what you want
to change, validating the impact, and ensuring consistency across your workflow.
The `learn` command reflects on conversations where DeepWork jobs were run, identifies
confusion or inefficiencies, and improves job instructions. It also captures bespoke
learnings specific to the current run into AGENTS.md files in the working folder.



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11 changes: 6 additions & 5 deletions .claude/commands/deepwork_jobs.implement.md
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Expand Up @@ -48,14 +48,15 @@ hooks:
## Job Overview

Core commands for managing DeepWork jobs. These commands help you define new multi-step
workflows and refine existing ones.
workflows and learn from running them.

The `define` command guides you through an interactive process to create a new job by
asking detailed questions about your workflow, understanding each step's inputs and outputs,
and generating all necessary files.

The `refine` command helps you modify existing jobs safely by understanding what you want
to change, validating the impact, and ensuring consistency across your workflow.
The `learn` command reflects on conversations where DeepWork jobs were run, identifies
confusion or inefficiencies, and improves job instructions. It also captures bespoke
learnings specific to the current run into AGENTS.md files in the working folder.


## Prerequisites
Expand Down Expand Up @@ -578,13 +579,13 @@ After completing this step:
2. **Inform the user**:
- Step 2 of 3 is complete
- Outputs created: implementation_summary.md
- Ready to proceed to next step: `/deepwork_jobs.refine`
- Ready to proceed to next step: `/deepwork_jobs.learn`

## Next Step

To continue the workflow, run:
```
/deepwork_jobs.refine
/deepwork_jobs.learn
```

---
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