learn

You made a mistake. Good - this is an opportunity to prevent it from happening again.

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Install skill "learn" with this command: npx skills add langwatch/langwatch/langwatch-langwatch-learn

Learn from Mistakes

You made a mistake. Good - this is an opportunity to prevent it from happening again.

Process

  1. Analyze the Mistake

Identify:

  • What went wrong: The specific action or omission

  • Why it happened: The reasoning or assumption that led to the mistake

  • Correct behavior: What should have been done instead

  1. Formulate the Lesson

Create a concise entry for AGENTS.md:

  • Common Mistake: Brief description of the anti-pattern (what NOT to do)

  • Correct Behavior: Clear instruction of what TO do instead

The lesson should be:

  • Actionable (tells you exactly what to do)

  • Specific (not vague platitudes)

  • Generalizable (applies beyond this one instance)

  1. Find the Right Section

Read AGENTS.md and identify which section the lesson belongs in:

  • General: Cross-cutting concerns, workflow issues, process mistakes

  • TypeScript: Language-specific patterns

  • Database: Migration and schema issues

  • Orchestration Model: Agent/skill workflow issues

  • Or create a new section if none fits

  1. Update AGENTS.md

Add a new row to the appropriate table:

| <Common Mistake> | <Correct Behavior> |

  1. Confirm the Update

Read back the updated section to verify the entry is clear and correctly formatted.

Example

If the mistake was "Ignored reviewer feedback about missing integration test":

| Ignoring review findings marked "Should fix" or "NEEDS USER DECISION" | Address ALL review findings before proceeding. If flagged as "NEEDS USER DECISION", ask the user. Never skip items marked "Should fix (Important)" |

Arguments

$ARGUMENTS

Source Transparency

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Related Skills

Related by shared tags or category signals.

General

challenge

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implement

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General

orchestrate

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