Data analysis, machine learning, LLM apps, and prompt design (9.2K skills)
Enrich discovered entities with AI-generated content using Claude via the Anthropic SDK. Outputs structured JSON per entity for downstream use in page templates. Requires ANTHROPIC_API_KEY (or use --dry-run to preview prompts).
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Generate technical SEO assets: sitemap.xml (with sitemap index for large sites), robots.txt, per-entity schema markup (BreadcrumbList, AggregateRating), configurable internal link graph, and hreflang scaffold. Use when the user wants to add or update sitemap, robots, structured data, internal linking, or multilingual hreflang tags.
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Previous Next Close the short story Stay in the loop, with exclusive offers and product previews.
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実行単位を持つ処理を書く・直すときに、記録する内容とlevelを定める。script、batch、bot、API処理、data処理などの実装や、log不足を調べるときに使う。typo修正や表示だけの変更には適用しない。
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METAINFORMANT rules for directory src/metainformant/ml/llm/ollama. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/llm. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/interpretability. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/models. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/phenotype/data. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/features. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/deep_learning. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/evaluation. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/ml/automl. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/gwas/data. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/gwas/visualization/statistical. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory src/metainformant/core/data. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory scripts/ml. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory projects/template_bioinformatics_project/data/raw. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory projects/template_bioinformatics_project/data. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory examples/ml. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory projects/hymenoptera_amalgkit/doc/03_data_management. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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METAINFORMANT rules for directory docs/ml. Use when editing, adding tests, or reviewing code under this path. Read the linked AGENTS.md first; use uv only, write outputs to output/, real implementations.
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Render a Template + data + Style into a final artifact in one of HTML, PDF, PNG, SVG or PPTX. Use whenever the user asks for a concrete deliverable like "make me a poster", "render a card", "give me a one-pager".
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