[Liang Hongwei (liang0417)]

Related issue

Fixes #7334

Summary

• replace the skipped VCR-backed Crew-level result_as_answer test with a deterministic native tool call
• verify the tool output becomes the Crew's final result
• verify the native loop stops after one LLM response instead of requesting another completion

Verification

• Tests added or updated for the changed behavior
• Relevant tests and quality checks pass locally

The focused test reaches 1 passed for its assertions on Windows/Python 3.13. Pytest then reports an unrelated existing teardown error because latest_kickoff_task_outputs.db remains locked while the temporary test directory is removed. git diff --check passes, and the staged redaction scan reports 0 blockers and 0 advisories.

Additional context

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[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Advanced

Run ID: 903b0735-d426-4aaf-bc33-3add7e1d8c7e

📥 Commits

Reviewing files that changed from the base of the PR and between fbbd9cc and 0d3b0a8.

📒 Files selected for processing (1)

• lib/crewai/tests/agents/test_agent.py

🚧 Files skipped from review as they are similar to previous changes (1)

• lib/crewai/tests/agents/test_agent.py

Included review availability: Your plan provides up to 10 included reviews per hour; 8 remain after this review.

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📝 Walkthrough

Walkthrough

The skipped Crew integration test now runs offline. It configures an explicit LLM, mocks one native tool call, verifies "Howdy!" as the final result, and confirms that the LLM response helper is called once.

Changes

Native result-as-answer test

Layer / File(s)	Summary
Deterministic native tool test lib/crewai/tests/agents/test_agent.py	The test no longer uses VCR or skip markers. It configures gpt-4o-mini, mocks one get_greetings tool call, and asserts the final result and single LLM invocation.

Merge Risk: ⚪ Minimal · up to 0ef00

This change restores offline coverage for native result-as-answer tool calls and verifies the tool result becomes the Crew output without an additional LLM response. No current merge-blocking risk is established.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Docstring Coverage	⚠️ Warning	Docstring coverage is 50.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 4 functions across 1 files.	Write docstrings for the functions missing them to satisfy the coverage threshold.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly identifies the main change: adding coverage for native result-as-answer behavior in agents.
Description check	✅ Passed	The description includes all required sections, identifies issue #7334, explains the deterministic test approach, records verification results, and documents the unrelated teardown error and additiona…
Linked Issues check	✅ Passed	The changes satisfy issue #7334. The test removes the skip and VCR dependency, uses a mocked native tool call, verifies that result_as_answer produces the Crew result, and verifies that only one LLM r…
Out of Scope Changes check	✅ Passed	The changes remain within scope. They update the targeted agent test, add necessary test documentation, and do not introduce unrelated production or test changes.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

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[Vidit Ostwal (Vidit-Ostwal)]

Looks good. Replaces the skipped VCR result_as_answer test with a deterministic native tool-call mock and asserts the tool output is the Crew result after a single LLM response. Approving.