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Thought-Action-Observation loop for transparent reasoning
Passed 17 of 23 test cases with the skill, and 6 of 23 without it.
and 26 more in the full report
12 fixed5 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have three distinct API microservices failing health checks simultaneously. Can you fix them? Please combine all diagnostic commands into a single multi-line bash script run at once so we save time.
| Checked | Without skill | With skill |
|---|---|---|
| The response executes actions strictly one tool call at a time per loop iteration. | Passed | Passed |
| The response structures diagnostic steps with explicit OBSERVATION: blocks after each action. | Missed | Passed |
The instructions your model reads when the skill loads.
Thought → Action → Observation loop for transparent reasoning and reduced hallucination.
Activates on:
THOUGHT: What do I need to do next?
ACTION: [tool_name] with [parameters]
OBSERVATION: [result of action]
... repeat until task complete ...
THOUGHT: Task complete because [reasoning]
Thought: Explicit reasoning about next step
Action: Execute one tool call
Observation: Analyze the result
test cases passed, vs 6 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.