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Use when external datasets need to be searched, inspected, or downloaded for experiments or analysis.
Passed 10 of 21 test cases with the skill, and 3 of 21 without it.
and 8 more in the full report
9 fixed3 passed either way13 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
When executing the download command for dataset `econ-sim-data` via `.agentsociety/bin/ags.py download econ-sim-data`, into which workspace directory path are the extracted dataset contents stored?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies `datasets/econ-sim-data/` as the destination directory path for downloaded dataset contents. | Missed | Passed |
The instructions your model reads when the skill loads.
Search, download, and inspect datasets from the AgentSociety platform. All operations use the public API -- no authentication required. Always read the README before operating on dataset contents to avoid misinterpretation of column types, units, and semantics.
Use the Python interpreter from .env. See CLAUDE.md for setup.
Do NOT use when:
agentsociety-create-dataset)experiment-config)| Command | Auth | Description |
|---|---|---|
list | No | List datasets (local default, --all merged, --remote remote only) |
list-installed | No | Alias for list (backward compat) |
search | No | Search with --category, --tags, --limit, --skip filters |
info <id> | No | Show metadata (local + remote merged, warns if outdated) |
readme <id> | No | Display dataset README |
files <id> | No | List dataset file tree |
download <id> | No | Download and extract to datasets/<id>/ |
cat <id> <path> | No | Read file content from local dataset |
Run commands from the workspace root through .agentsociety/bin/ags.py.
digraph use_dataset_flow {
rankdir=LR;
node [shape=box, style=filled, fillcolor="#E8F4FD"];
browse [label="browse or search"];
readme [label="read README"];
download [label="download"];
test cases passed, vs 3 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.