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Add a troubleshooting table to the custom adapter guide #11

Description

@myheart521

Goal

Help first-time adapter authors diagnose common integration failures without reading evaluator internals.

Acceptance criteria

  • Document wrong horizon, NaN or infinite state, mismatched context ID, mismatched action name, and action-ignoring prediction symptoms.
  • For each symptom, name the likely adapter-boundary cause and one bounded check.
  • Include commands for the starter smoke and focused test module.
  • Explain that zero Top-1 Regret from the linear starter is a wiring check, not a research result.
  • Keep English instructions clear and add a short Chinese troubleshooting summary.
  • Verify mkdocs build --strict and repository-local links.

Starting point

Edit docs/adapters/CUSTOM_ADAPTER.md after the contributor-readiness PR is merged.

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    area:adapterModel adapter integrationdocumentationImprovements or additions to documentationgood first issueGood for newcomershelp wantedExtra attention is needed

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