Skills for Real Engineers. Straight from my .agents directory.
discover
Agent skill fromtaishi-i/awesome-japanese-nlp-resources
Given a Japanese NLP GitHub repo/model/dataset (URL / owner/repo / tool name) OR a topic, find what's already in awesome-japanese-nlp-resources and discover related resources NOT yet listed (contribution candidates). Mines the bundled dataset, then expands via web research across GitHub and Hugging Face. Use when the user names a SPECIFIC repository, model, or tool and wants alternatives/equivalents, OR wants to discover Japanese NLP resources for a topic that are NOT yet in the list, OR wants to prepare a contribution. Trigger phrases include 'mecabに似たツール', 'fugashiの代替', 'alternatives to fugashi', 'repos like manga-ocr', 'what else is like sudachi', 'リストに無い新しい日本語NLP', 'awesome-japanese-nlpに追加できそうな', '最近公開された日本語NLPツール', 'find unlisted Japanese NLP repos', 'new Japanese models on Hugging Face', 'contribute a new resource'. For a simple lookup of what already exists, use the search skill instead.
How to install discover
npx skills add taishi-i/awesome-japanese-nlp-resources# or add only this skill to Claude Code: copy the folder
plugins/awesome-japanese-nlp-resources/skills/discover/
# into
~/.claude/skills/discover/ (all projects)
.claude/skills/discover/ (one project)
1Discover Japanese NLP resources related to the user's query — both what's already in awesome-japanese-nlp-resources and what's not yet listed.23## Claude Code and Codex45This 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:67- **Query** — Claude Code: the arguments of `/awesome-japanese-nlp-resources:discover`, appended at the end of this skill as `ARGUMENTS: …`. Codex: the user's message that invoked `$awesome-japanese-nlp-resources:discover`, minus that `$…` mention. If the skill was picked automatically rather than invoked by name, use the user's request as the query.8- **Plugin root** — Claude Code: `${CLAUDE_PLUGIN_ROOT}`. Codex: the directory two levels above this `SKILL.md` (use its absolute path).9- **Shell** — run the commands below with Claude Code's `Bash` tool or Codex's shell tool. Copy each Python script in full and run it as written, changing only its placeholders (`RESOURCES_PATH`, `SEED`, the keyword list, the candidate list) — don't shorten it, drop passes, or alter its scores and thresholds.10- **Web** — Claude Code: `WebSearch` to search and `WebFetch` to read a page. Codex: the built-in web search tool (search, then open the page). Do not use the `gh` CLI, `curl`, or other network commands from the shell.11…
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