Agents – novita/minimax-m2 Task

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

13s

Input Tokens

2779

Output Tokens

805

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: Looking at the high-level plan and current progress:

**High-level plan status:**
- Step 1 (Gather diff & CI outputs) ✅ Complete
- Step 2 (Security + style analysis) ✅ Complete  
- Step 3 (Research new dependency) ✅ Complete
- Step 4 (Publish final review) ← Currently on this step
- Step 5 (Log completion) ← Remaining

**Current state analysis:**
- We are in cycle 25 of this process
- The agent is ready to publish the final review (step 4)
- Only 1 step remains after publishing (step 5 - logging completion)
- All preliminary work is done: diff analyzed, tests run, security scan completed, web research on Pydantic v2 conducted, and approval from lead obtained in cycle 24

**Progress assessment:**
We are exactly on track with the high-level plan. The plan called for 5 steps, and we are at step 4 of 5. The review content is prepared and stored in memory key `draft_review_351`, and we have the lead's approval to proceed.

**Cycles remaining estimate:**
Based on the remaining work (publishing review + logging completion), this would take approximately 2 more cycles to complete, which falls into the "less than 10 - only few left" category.

**Final assessment:** On track, less than 10 cycles remaining.

Response: We are still on track with the high-level plan, and I estimate less than 10 cycles are left.

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

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

Reasoning: Looking at the high-level plan and current progress: **High-level plan status:** - Step 1 (Gather diff & CI outputs) ✅ Complete - Step 2 (Security + style analysis) ✅ Complete - Step 3 (Research new dependency) ✅ Complete - Step 4 (Publish final review) ← Currently on this step - Step 5 (Log completion) ← Remaining **Current state analysis:** - We are in cycle 25 of this process - The agent is ready to publish the final review (step 4) - Only 1 step remains after publishing (step 5 - logging completion) - All preliminary work is done: diff analyzed, tests run, security scan completed, web research on Pydantic v2 conducted, and approval from lead obtained in cycle 24 **Progress assessment:** We are exactly on track with the high-level plan. The plan called for 5 steps, and we are at step 4 of 5. The review content is prepared and stored in memory key `draft_review_351`, and we have the lead's approval to proceed. **Cycles remaining estimate:** Based on the remaining work (publishing review + logging completion), this would take approximately 2 more cycles to complete, which falls into the "less than 10 - only few left" category. **Final assessment:** On track, less than 10 cycles remaining. Response: We are still on track with the high-level plan, and I estimate less than 10 cycles are left.