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- Remove reference to abandoned improve-skill (the skill no longer
exists on authors repo -
mitsuhiko/agent-stuff@3cc092d)
- Add two practical tips to the "Agent self-improvement" phase:
- Use harness memory features (/memory in Claude Code, Memories in
Cursor) to persist lessons across sessions
- Try post-mortem diffs to spot recurring antipatterns
Copy file name to clipboardExpand all lines: src/content/docs/becoming-productive.md
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5.**Human review** - ultimately, you (a human) are responsible for the code. Invest some time in reviewing it so that (a) you know what’s happening and (b) you won’t waste reviewers’ time.
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6.**Agent self-improvement** - talk to your agent: How can you both improve your workflow? What lessons can you learn from recent work? Perhaps some AGENTS.md rule or a new skill needs to be created?
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1._If you use Claude Code, try the `/insights` command._
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2._Check out [https://skills.sh/mitsuhiko/agent-stuff/improve-skill](https://skills.sh/mitsuhiko/agent-stuff/improve-skill)_
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2._Use your harness's memory feature (e.g., `/memory` in Claude Code, Memories in Cursor) to persist lessons learned across sessions._
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3._Try post-mortem diffs: ask the agent to compare its first attempt vs the final version and explain what it got wrong. Great for spotting recurring antipatterns._
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