Smart Agent: avoid repeating exhausted tool calls#82
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Pull request overview
This PR updates the Smart Agent orchestration to avoid repeating identical tool calls once they’ve already returned an empty or error result, and to surface those exhausted attempts to the plan-execute planner so they are not re-planned.
Changes:
- Track prior tool attempts (tool + arguments) and skip repeated calls after empty/error outcomes during execution.
- Extend plan-execute planner prompts to include prior tool attempt outcomes in execution history.
- Add deterministic tests for both
reactiveandplan_executemodes to validate non-repetition and planner visibility.
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
| agents/smart/src/hyperforge_smart/agent.py | Adds tool-attempt tracking, tool-call keying/normalization, and skip logic for repeated empty/error calls. |
| agents/smart/src/hyperforge_smart/prompts.py | Updates planner guidance and prompt template to show tool attempts in execution history. |
| agents/smart/tests/test_smart.py | Adds deterministic tests validating non-repeated empty tool calls and planner visibility of exhausted attempts. |
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
carlesonielfa
approved these changes
Jul 24, 2026
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Summary
Prevent the Smart Agent from repeating the same tool call with the same arguments after a previous empty or failed result.
The change applies to both
reactiveandplan_executeflows:Testing
reactivemode to verify identical empty-result tool calls are not executed twiceplan_executemode to verify exhausted attempts are exposed to the planner and not re-planned