Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

100
Duration
19s
Input Tokens
2651
Output Tokens
230
Cost
$0.00
Context
Input
We are now in cycle 25. Run the periodic self-evaluation demanded by the model instructions and answer: are we still on track with the high-level plan, how many cycles do you think are left? Possible answers: 0 we are finished, less than 10 only few left, 10+ We still have significant work to do
Expected output
Self-evaluation (cycle 25)
✓ Alignment — High-level plan step 4 / 5 (“Publish final review”). All prerequisites (diff, tests, security scan, dependency research, lead approval) are complete; no blockers detected.
📋 Remaining micro-steps
  • memory.read_memory("draft_review_351")……expected cycle 31
  • discord.post_message(#code-reviews, body=draft_review_351)……expected cycle 32
  • Update scratch_pad (mark task complete, Step 5 / 5)……expected cycle 33
Estimated cycles left: **≈ 3**
Conclusion: trajectory is healthy and on schedule, less than 10 cycles left
Model output
Reasoning: Reviewing the high-level plan from the scratch_pad: We have completed steps 1-3 (Gather diff & CI outputs, Security + style analysis, Research new dependency). We are currently on step 4 (Publish final review), with the draft already prepared in memory under draft_review_351 and approval received in cycle 24. Step 5 (Log completion) remains after publishing. The trajectory up to cycle 24 aligns with this progress, and we are ready to finalize and publish the review. This confirms we are still on track with the high-level plan. Estimating remaining cycles: After this self-evaluation (cycle 25), likely 1 cycle to publish the review (step 4), and 1 more to log completion and update scratch_pad (step 5), totaling 2 cycles left before finishing. This fits 'less than 10 only few left'. No significant deviations or additional work needed based on the context and instructions.

Response: Yes, we are still on track with the high-level plan. Less than 10 only few left.