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
13s
Input Tokens
2695
Output Tokens
877
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: I need to assess if we're still on track with the high-level plan and estimate remaining cycles. From the context provided:

1. High-level plan has 5 steps: Gather diff & CI outputs, Security + style analysis, Research new dependency, Publish final review, Log completion.
2. Current status shows steps 1-3 are complete (marked with ✓).
3. We are currently at step 4 (Publish final review) with progress showing 'Step 4 of 5'.
4. The scratch_pad indicates remaining goals are: Send the review, Update scratch_pad & exit.
5. We just received approval from the lead in cycle 24 and are ready to publish the review.

Based on this analysis, we are still on track with the high-level plan. For remaining cycles, considering we need to complete the review draft publication and logging completion, we will likely need only 1-2 additional cycles beyond this one, which means fewer than 10 cycles remain.

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