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

37s

Input Tokens

2758

Output Tokens

820

Cost

$0.01

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: Let me perform the self-evaluation as requested:

**Current Status Assessment:**
- We are at Cycle 25
- High-level plan has 5 steps:
  1. Gather diff & CI outputs ✅ DONE
  2. Security + style analysis ✅ DONE  
  3. Research new dependency ✅ DONE
  4. Publish final review ⬅️ CURRENT (in progress)
  5. Log completion ⏳ PENDING

**Are we on track?**
YES - We have completed 3 out of 5 steps and are actively working on step 4. All analysis phases are complete:
- Diff fetched and saved (diff_351)
- Tests run and logged (tests_351)
- Linting/type checking done (lint_type_351)
- Security scan completed (sec_scan_351)
- Web research on Pydantic v2 done (web_refs_pydantic)
- Draft review prepared (draft_review_351)
- User approval obtained in Cycle 24

**Remaining work:**
- 1 cycle to post the review via discord.post_message
- 1 cycle to update scratch_pad and mark completion

Total estimated remaining: ~2 cycles

Response: ## Self-Evaluation Report (Cycle 25)

**On Track Status: YES ✅**

We are progressing according to the high-level plan. We have completed 4 out of 5 steps and are ready to finalize.

**Cycle Estimate: LESS THAN 10 (only few left)**

Specifically, approximately **2 cycles remaining**:
- Cycle 26: Post the review to Discord using `discord.post_message` with the body from `draft_review_351`
- Cycle 27: Update scratch_pad, log completion, and exit

**Summary:**
The heavy lifting (diff analysis, security scanning, linting, dependency research, drafting the review, obtaining governance approval) is all complete. We are in the final stretch with just the publication and wrap-up steps remaining.