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
9s
Input Tokens
2978
Output Tokens
968
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 self-evaluation at cycle 25 based on the provided high-level plan and the mandatory review sequence in the instructions. 

**High-Level Plan Status (from scratch_pad):**
1. Gather diff & CI outputs ✅
2. Security + style analysis ✅
3. Research new dependency ✅
4. **Publish final review** ⬅️ Current step
5. Log completion ⏱️

**Mandatory Review Sequence Status (from instructions):**
A. Fetch PR diff ✅ (Cycle 2)
B. Run tests, linting, type checking ✅ (Cycles 3-5)
C. Perform static analysis on the diff ✅ (Cycles 6-8)
D. For each new dependency, run web_search ✅ (Cycles 9-14)
E. Draft a review message; request_user_input if needed ✅ (Cycles 21-24)
F. **Once clarified, post the compiled review to #code-reviews** ⬅️ Current step
G. Mark the review task as complete in the **scratch_pad** ⏱️

Based on this, I am currently at step 4 of 5 in the high-level plan and step F of G in the mandatory review sequence. My current task is to post the review, and then the final step is to log completion and update the scratch_pad. This indicates two more distinct actions/cycles are needed:
1. Post the review (discord.post_message).
2. Update scratch_pad and mark as complete.

Therefore, I am on track, and there are approximately 2 cycles left.

Response: Yes, we are still on track with the high-level plan. I believe there are less than 10 cycles left.