AI Agent Workflow Collection

Run a full Taiwan business case end-to-end as a hypothesis-driven multi-agent workflow — frame the question as 2-4 mutually exclusive strategic options, reverse-engineer what-would-have-to-be-true conditions per option, surface the key debates with bull and bear both argued, run skeptic-designed tests in a lazy-man loop that kills options early and expands the search when evidence runs dry, build a driver-tree market model with analog-market parameterization, profile competitors symmetrically, then choose the option with the fewest unresolved barriers and ship a monitoring plan. Use when someone asks for a Taiwan market-entry, sizing, competitor, investment or timing case, an evidence-backed strategic recommendation, or "研究一下台灣的 X 市場" — anything where the answer must be a defensible choice among options. Not for a single lookup; use tw-data directly for that.

Shrink a PDF so it's small enough to email or share, using Ghostscript to downsample and recompress the images inside it while keeping fonts and text intact. Use this whenever a PDF is too big to send — "compress this pdf", "my pdf is too large to email", "shrink this pdf under 25MB", "make this exported pdf smaller for the client", "this PDF won't attach to Gmail", or when a freshly exported/printed PDF needs to fit an attachment limit. Trigger whenever someone wants a PDF to be smaller or complains it's too big to send, even if they don't say the word "compress". For shrinking PowerPoint decks or images (not PDFs), use the compress-files skill instead.

Convert a PowerPoint or other presentation (.pptx, .ppt, .potx, .odp, .key) into a high-fidelity PDF using LibreOffice, with fonts embedded and layout preserved — the reliable way to prepare a deck to send to a client. Use this whenever the user wants to turn slides or a presentation into a PDF, "export my deck as pdf", "convert this pptx to pdf for a client", "save my slides as a pdf to email", "make a pdf of the presentation with the fonts intact", or convert a whole folder of presentations to PDF. Trigger whenever a presentation needs to become a PDF, even if the user doesn't say the exact word "convert" — especially when they care about the result looking correct or are sending it to someone.

List every skill currently available in this session, each with a concise Traditional Chinese explanation of its purpose, in list format. One-shot display, read-only. Trigger ONLY when the user invokes /skill-list or explicitly says "列出 skill" / "有哪些 skill". Do NOT auto-activate on other tasks.

Recommend skills worth installing for THIS project, grounded in its development memory, CLAUDE.md, product/requirement docs, and codebase. One-shot recommendation report in Traditional Chinese. RCM = recommend. Trigger ONLY on /skill-RCM or an explicit request for skill recommendations. Do NOT auto-activate, and do NOT install anything without confirmation.

Pick the right strategy framework for a Taiwan business question — and know when a framework is the wrong move. Routes a question ("should we enter this market", "how big is this", "why are we losing share", "is now the time") to the one framework that answers it, binds each framework to the tw-data command that feeds it with real numbers, and says which frameworks are undeliverable in Taiwan because the data does not exist. Use this before analysing a market-entry, sizing, competitor, investment or timing question, whenever someone proposes running a SWOT/Porter/BCG, or when an analysis has collected data but has no shape yet.

Pull real Taiwan economic and market data for business-case research — the NDC business-cycle light (景氣對策信號/景氣燈號) and its driving components, leading/coincident indicators, and household income, spending and consumption mix by county and income quintile. Use this to answer "how is Taiwan's economy doing right now", "is the cycle turning", "how big is category X in Taiwan" (at the household survey's 10-category grain — no finer), "what do households in 新竹 spend", "size this market bottom-up", or whenever a Taiwan market-entry, competitor, investment or trend question needs numbers behind it rather than assertions. Coverage is strongest for consumer, manufacturing and export questions; pure services industries (media, education) are invisible to the fast monthly series. Also use it when someone asks where Taiwanese economic data comes from or whether a source is usable — this skill knows which endpoints are alive, which are traps, and why.

Convert a video file (or a chosen time range of it) from a folder into an animated GIF. Use this whenever the user wants to turn a video, clip, screen recording, or movie file (.mp4, .mov, .webm, .mkv, .avi, etc.) into a GIF — including phrasings like "make a gif from this video", "turn my screen recording into a gif", "grab seconds 5 to 10 of this clip as a gif", "convert the videos in my Downloads folder to gifs", or "loop this bit of footage as a gif". Always trigger when someone mentions creating, exporting, or trimming a GIF out of video footage, even if they don't say the word "convert".