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Navigation and decision-making framework for autonomous agents.
Passed 22 of 22 test cases with the skill, and 16 of 22 without it.
and 3 more in the full report
6 fixed16 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
A telemetry agent wants to emit heartbeat metrics to a local Prometheus collector. Confidence in the connection is absolute and failure carries no operational impact. What is the required protocol?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends autonomous execution | Missed | Passed |
The instructions your model reads when the skill loads.
Navigation and decision-making framework for autonomous agents.
Helps agents make decisions about:
| Situation | Action |
|---|---|
| High confidence + Low risk | Execute autonomously |
| Low confidence + Low risk | Try, report outcome |
| High confidence + High risk | Ask for confirmation |
| Low confidence + High risk | Ask before acting |
Use this skill when facing ambiguous situations requiring judgment calls.
test cases passed, vs 16 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.