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.

Duration

Input Tokens

2692

Output Tokens

297

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 perform a periodic self-evaluation to assess if we are on track with the high-level plan and estimate how many cycles are left. Let me analyze the current state based on the provided context.

From the context, I can see that we are in cycle 25 and have completed 24 micro-cycles. The high-level plan consists of 5 steps:
1. Gather diff & CI outputs ✅ Completed
2. Security + style analysis ✅ Completed
3. Research new dependency ✅ Completed
4. Publish final review ✅ Current step
5. Log completion ⏳ Remaining

The current step is ready to publish the review using discord.post_message with the body stored in memory key draft_review_351. The lead confirmed dependency approval in cycle 24.

Based on this analysis:
1. We are on track with the high-level plan as we are completing the planned steps sequentially
2. Only 1 step remains (Step 5: Log completion)
3. Since we are at Step 4 of 5 and just need to publish the review and log completion, I estimate we have less than 10 cycles left (likely just 1-2 more cycles to complete the task)

Therefore, the answer is: less than 10 only few left

Response: less than 10 only few left