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Search 2500+ curated ChatGPT and LLM open-source repositories.
1 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 1 comparable cases; this report requires 8.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Search awesome-japanese-nlp-resources for Japanese optical character recognition tools. Assume the bundled JSON data file cannot be read or shell commands are blocked in this environment.
| Checked | Without skill | With skill |
|---|---|---|
| The response explicitly states that the data file cannot be accessed instead of generating results from memory. | Missed | Passed |
| The response provides the link https://github.com/taishi-i/awesome-japanese-nlp-resources as the official fallback reference. | Missed | Passed |
The instructions your model reads when the skill loads.
Search the awesome-japanese-nlp-resources database for the user's query.
This skill is shared by the Claude Code and Codex versions of the plugin. The steps are the same in both tools; only these details differ:
/awesome-japanese-nlp-resources:search, appended at the end of this skill as ARGUMENTS: …. Codex: the user's message that invoked $awesome-japanese-nlp-resources:search, minus that $… mention. If the skill was picked automatically rather than invoked by name, use the user's request as the query.${CLAUDE_PLUGIN_ROOT}. Codex: the directory two levels above this SKILL.md (use its absolute path).Bash tool or Codex's shell tool. Copy each Python script in full and run it as written, changing only its placeholders (RESOURCES_PATH, the keyword lists) — don't shorten it, drop passes, or alter its scores and thresholds./awesome-japanese-nlp-resources:<skill> in Claude Code, $awesome-japanese-nlp-resources:<skill> in Codex.Results must come from the bundled data. If the data file can't be read (for example, shell commands are blocked or fail to start), say so and link https://github.com/taishi-i/awesome-japanese-nlp-resources instead of answering from memory or web search.
If the query is empty or blank, stop immediately and output (in Codex, write the commands with $ instead of /):
Usage: /awesome-japanese-nlp-resources:search <query>
Examples:
/awesome-japanese-nlp-resources:search morphological analysis
/awesome-japanese-nlp-resources:search BERT
/awesome-japanese-nlp-resources:search named entity recognition
/awesome-japanese-nlp-resources:search text classification dataset
/awesome-japanese-nlp-resources:search sentence embedding
Please pass the keyword(s) you want to search for as the argument.
---
使い方: /awesome-japanese-nlp-resources:search <query>
クエリ例:
/awesome-japanese-nlp-resources:search 形態素解析
/awesome-japanese-nlp-resources:search BERT
/awesome-japanese-nlp-resources:search 固有表現認識
/awesome-japanese-nlp-resources:search テキスト分類 データセット
test cases passed with the skill
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