AI & LLM Engineering · By oxbshw

The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error code appears", "what happens at 2:30", "does the video show Y".

oxbshw/watch-skill

A skill your agent uses when first encountering a new dataset — produces a structured profile (schema, missingness, distributions, outliers, gotchas) before any analysis.

oxbshw/LLM-Agents-Ecosystem-Handbook

The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models.

oxbshw/watch-skill

A skill your agent uses when opening a PR — produces a clean PR description (what / why / how to verify / risks) from a branch diff against base.

oxbshw/LLM-Agents-Ecosystem-Handbook

The user asks about videos watched in the past or across sessions — "have we watched anything about X", "which video showed that error", "what did that meeting decide", "search my videos", or a…

oxbshw/watch-skill

The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's…

oxbshw/watch-skill

A skill your agent uses when planning the next sprint — turns ticket intake + team capacity into a planned sprint with explicit non-goals.

oxbshw/LLM-Agents-Ecosystem-Handbook

The user corrected an answer about a video — "no, it actually says X", "that's the wrong timestamp", "you misread the error code" — or asks why a video answer was wrong.

oxbshw/watch-skill

The user wants to share or hand off what was found in a video — "send this analysis to my team", "make a page I can share", "export the findings", "give me something I can attach to the ticket".

oxbshw/watch-skill

Watch any video (URL, stream, or local path) via Watch Skill.

oxbshw/watch-skill