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This skill should be used when user encounters "Azure MCP error", "Azure authentication failed", "az login required", "Azure CLI not found", or needs help configuring Azure MCP integration.
Passed 22 of 22 test cases with the skill, and 12 of 22 without it.
and 8 more in the full report
10 fixed12 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.8-flash on 10/19/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What primary command is used to launch the interactive configuration wizard for Tavily search tools inside Claude Code?
| Checked | Without skill | With skill |
|---|---|---|
| Prescribes running /tavily-tools:setup | Missed | Passed |
The instructions your model reads when the skill loads.
Use fcakyon/paper-search-cli for paper searches, DOI lookup, PDF downloads, and text extraction. It requires uv and Python 3.10+; Docker and an MCP server are unnecessary.
Run uv --version. If missing, follow the uv installation instructions.
Install the CLI:
uv tool install 'git+https://github.com/fcakyon/paper-search-cli'
Run paper-search --help and paper-search sources. If the command is not on PATH, run uv tool update-shell and open a new shell.
Check a public source:
paper-search search 'object detection' -s crossref -n 3
Inspect the JSON errors field before declaring the search successful. An empty result or a provider error does not confirm working access.
For updates, run uv tool upgrade paper-search-cli.
Use the CLI's .env.example for provider keys. Its current configuration path is ~/.config/paper-search-mcp/.env; the legacy path and PAPER_SEARCH_MCP_* names remain supported. Do not print secret values.
IEEE, Scopus, and Web of Science need credentials. Scopus and Web of Science require explicit source selection. Unpaywall needs an email. Metadata access does not guarantee access to a PDF.
This plugin no longer registers the Docker MCP server. Reload the updated plugin to discard its old registration. If the user separately configured a paper-search MCP entry, identify that entry and remove it only when requested; preserve other servers. Run CLI commands directly without waiting for an MCP connection.
test cases passed, vs 12 / 22 without
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