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overcut-aibot commentedDec 16, 2025•
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Completed Working on "Code Review"

✅ Review submitted: REQUEST_CHANGES. Total comments: 4 across files. Blocker issues present; requested changes with summary and next steps.

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coderabbitaibot commentedDec 16, 2025•
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github-actionsbot commentedDec 16, 2025•
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Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

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Summary

  • Blocker: 1
  • Major: 3
  • Minor: 0

Key themes

  • Healing flow currently bypasses the destructive-query/schema safeguards and lacks error handling around healed execution, leaving the DB vulnerable to unsafe mutations and crashes.
  • AnalysisAgent prompt mixes conflicting requirements, so the model can’t reliably decide when to translate or how to format SQL, leading to unpredictable answers.
  • parse_response enforces a fixed key set and silently drops agent outputs that don’t match, so callers can’t handle malformed JSON or tailor required fields.

Next steps

  • After healing a query, re-run the destructive/schema validations and wrap execution in proper error handling so unsafe SQL is never run unchecked.
  • Refine the AnalysisAgent prompt to clearly separate translatable vs. non-translatable questions and spell out the SQL generation rules without contradictions.
  • Makeparse_response configurable so callers can specify required keys (or defaults) and receive structured errors instead of discarded payloads.

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Copilot encountered an error and was unable to review this pull request. You can try again by re-requesting a review.

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Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 6 comments.

Comments suppressed due to low confidence (3)

api/agents/healer_agent.py:1

  • The dictionary construction spans multiple lines inconsistently. Consider using consistent formatting, either all on one line or each key-value pair on its own line.
"""

api/agents/healer_agent.py:289

  • Trailing whitespace on empty line. Remove trailing spaces for code cleanliness.
    api/agents/healer_agent.py:1
  • Modifyinganswer_an inside the healing exception handler couples the healing logic to the outer scope. Consider returning the healed SQL and updatinganswer_an in a single location for clarity.
"""

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galshubeliand others added4 commitsDecember 16, 2025 16:50
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Copilot encountered an error and was unable to review this pull request. You can try again by re-requesting a review.

@@ -1,4 +1,5 @@
"""Graph-related routes for the text2sql API."""
# pylint: disable=line-too-long,trailing-whitespace

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Disabling trailing-whitespace warnings suggests actual trailing whitespace exists in the code. Consider removing the trailing whitespace instead of disabling the linter warning.

Suggested change
# pylint: disable=line-too-long,trailing-whitespace
# pylint: disable=line-too-long

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Comment on lines +452 to +454
step= {"type":"reasoning_step",
"final_response":False,
"message":"Step 2a: SQL execution failed, attempting to heal query..."}

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Dictionary literal spanning multiple lines uses inconsistent formatting. Consider either placing all key-value pairs on separate lines or using a single line for better readability.

Suggested change
step= {"type":"reasoning_step",
"final_response":False,
"message":"Step 2a: SQL execution failed, attempting to heal query..."}
step= {
"type":"reasoning_step",
"final_response":False,
"message":"Step 2a: SQL execution failed, attempting to heal query..."
}

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healing_result=HealerAgent().heal_query(
failed_sql=answer_an["sql_query"],
error_message=str(exec_error),

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The truncation of db_description to 500 characters is a magic number without explanation. Add a comment explaining why this specific limit is used for healing context.

Suggested change
error_message=str(exec_error),
error_message=str(exec_error),
# Truncate db_description to 500 characters to limit context size for the healing agent.
# This helps keep the prompt concise and avoids exceeding model input limits.

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question=queries_history[-1],
database_type=db_type
)

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Blank line 464 contains trailing whitespace based on the pylint disable at line 2. Remove trailing whitespace from empty lines.

Suggested change

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Comment on lines +464 to +467

ifhealing_result.get("healing_failed"):
raiseexec_error

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Blank line 467 contains trailing whitespace based on the pylint disable at line 2. Remove trailing whitespace from empty lines.

Suggested change
ifhealing_result.get("healing_failed"):
raiseexec_error
ifhealing_result.get("healing_failed"):
raiseexec_error

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Initialize the HealerAgent.
"""

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Blank line 27 contains trailing whitespace. Remove trailing whitespace from empty lines for consistency.

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defvalidate_sql_syntax(sql_query:str)->dict:
"""
Validate SQL query for basic syntax errors.
Similar to CypherValidator in the text-to-cypher PR.

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Comment references "text-to-cypher PR" which is an external context that won't be meaningful to future maintainers. Consider removing this reference or explaining what validation patterns were borrowed from that work.

Suggested change
SimilartoCypherValidatorinthetext-to-cypherPR.
PerformschecksforpresenceofSQLkeywords,dangerousoperations,andbalancedparentheses,inspiredbycommonvalidationpatternsusedinqueryvalidators.

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"errors":errors,
"warnings":warnings
}

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Blank line 89 contains trailing whitespace. Remove trailing whitespace from empty lines for consistency.

Suggested change

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db_description:str="",
question:str="",
database_type:str="sqlite"
)->Dict[str,any]:

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Return type annotation uses lowercase 'any' instead of 'Any'. In Python type hints, the correct type is 'Any' from the typing module (already imported). Change 'any' to 'Any'.

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additional_context+=f"\nSyntax errors:{', '.join(validation_result['errors'])}"
ifvalidation_result["warnings"]:
additional_context+=f"\nWarnings:{', '.join(validation_result['warnings'])}"

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Blank line 122 contains trailing whitespace. Remove trailing whitespace from empty lines for consistency.

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@copilot can you please fix the pylint issues in the CI?

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@gkorland I've opened a new pull request,#338, to work on those changes. Once the pull request is ready, I'll request review from you.

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@overcut-aiovercut-ai[bot]overcut-ai[bot] requested changes

@gkorlandgkorlandAwaiting requested review from gkorland

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