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TW-NLP
GitHub creator profile

TW-NLP

Repository-level view of 5 collected skills across 1 GitHub repositories.

skills collected
5
repositories
1
updated
2026-06-07
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Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

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Repositories and representative skills

rag-query
software-developers

Use this skill to query the internal corporate knowledge base via RAG. Trigger when the user asks about company policies, HR regulations, reimbursement rules, internal project specs, attendance systems, organizational procedures, or any proprietary enterprise knowledge. Do NOT use for general public knowledge or web searches.

2026-06-07
web-search
software-developers

Use this skill to search the internet for real-time or up-to-date information. Trigger when the user asks about current events, recent news, live data (weather, prices, scores), unfamiliar topics requiring web verification, or anything that may have changed since the model's knowledge cutoff. Do NOT use for questions answerable from internal corporate knowledge — use rag-query instead.

2026-06-02
claude-api
software-developers

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.

2026-06-02
pptx
graphic-designers

"Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments.

2026-06-02
xlsx
financial-and-investment-analysts

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats.

2026-06-02
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