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Systematic exploration of unknown environments before starting work
Passed 11 of 18 test cases with the skill, and 11 of 18 without it.
and 2 more in the full report
5 fixed10 passed either way4 still failing5 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to check if tools like cmake, cargo, node, or java are installed on a Linux host in one line. What command tool should be run?
| Checked | Without skill | With skill |
|---|---|---|
| Uses which to query candidate tool binaries | Missed | Passed |
The instructions your model reads when the skill loads.
When dropped into an unfamiliar environment, ALWAYS explore before acting.
ls -la /app/ # or the working directory
find . -type f | head -50
Before writing any code that reads data, understand the format:
file <filename> — detect file type (binary, text, encoding)head -20 <file> — first lines of text filesxxd <file> | head -20 — hex dump for binary fileswc -l <file> — line count for text filesstat <file> — exact file size in bytespython3 -c "import struct; ..." — parse binary headerswhich python3 gcc g++ make cmake node npm cargo rustc java go
pip list 2>/dev/null | head -20
If there are existing source files:
test cases passed, vs 11 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.