AI Agent Workflow Collection

Audit AI-generated or AI-shaped backend/general code diffs for duplicate helpers, over-defensive control flow, broad exception wrappers, speculative scaffolding, comment/docstring boilerplate, local style drift, hallucinated APIs/dependencies, fixture-shaped test hacks, and obvious safety/performance gaps. Use when reviewing or safely cleaning up Python, TypeScript, or other implementation code after a feature, bugfix, or prototype pass.

Audit AI-generated or AI-looking frontend implementations, UI screenshots, and design diffs for generic AI aesthetics, card/gradient/font tells, weak UX copy, accessibility gaps, brittle responsive behavior, and one-off design-system drift. Use when reviewing or restyling React, Tailwind, shadcn/ui, HTML/CSS, landing pages, dashboards, or app screens to make the UI feel more intentional without a full redesign unless explicitly requested.

Reference-only checklist for AI-writing artifacts, citation failures, and cleanup rewrites in Markdown, MDX, wiki text, or pasted chatbot output. Use when you need objective residue checks, false-positive-safe prose triage, and practical fixes without relying on detector scores.

Draft, rewrite, critique, or learn from emails in Jason Liu's personal email voice. Use when Jason asks to write an email, reply, follow-up, escalation, intro, scheduling note, vendor/admin message, investor/networking response, assistant delegation, analyze sent mail, update email personas, or produce any outbound Gmail-style message "as me", "in my voice", "like I write", or with Jason's tone/persona. For another person's voice, do not reuse this skill; prompt them to sample their own sent Gmail/Slack/work messages with permission and create a separate like-me skill.

Draft, rewrite, or critique executive-facing communication so it is answer-first, concise, evidence-backed, audience-specific, and explicit about decisions or asks. Use for leadership updates, launch/status readouts, board or staff prep, escalation notes, Slack/email updates to executives, PR/FAQ summaries, weekly business updates, and turning messy project context into a clear executive narrative.

Review git changes and split them into semantic commits with clear messages. Use when the user asks to commit work, clean up local history, or group a mixed diff into logical commits. Do not commit on main or master unless the user explicitly asks.

Visual-reference-to-app implementation loop for building or restyling a web app screen to match a provided reference image. Use when Codex is asked to take a screenshot/reference/mockup/image and build an app or route that looks like it, especially when the task requires hosting the app, capturing Playwright screenshots, comparing against the reference, and repeatedly editing until the result is close.

OCR PDFs with docling while tracking per-page text and rasterize PDFs to images. Use for PDF ingestion, page-aware text extraction, rendering pages to images, or inspecting PDF metadata, with outputs saved under a local project directory.

Turn a raw talking-head recording or voiceover into a tight video essay with word-level timing, clean cuts, captions, and timed image overlays. Use when someone wants to edit a spoken recording, remove pauses and false starts, keep the speaker's words and order, add B-roll or screenshots, or use FFmpeg and Remotion to make a preview and final video.

Build or refine single-file information-first HTML artifacts, especially index.html or text.html pages, with strong information hierarchy, restrained styling, accessible semantics, and minimal AI-generated frontend tells. Use when creating static HTML reports, research pages, explainers, briefs, dashboards, note indexes, or simple front ends whose goal is comprehension rather than marketing conversion.

Create or edit Slidev presentations in the /Users/jasonliu/dev/presentations repo. Use for drafting new decks, editing existing slides, applying repo-specific Slidev conventions, and polishing/animation work. Triggers: Slidev slide requests, layout/components usage, deck setup, or presentation workflow guidance for this repo.

Turn a spoken transcript, voice note, interview, or meeting note into a clear blog post or essay that keeps the speaker's words and voice. Use when someone wants to draft from dictation, avoid generic AI writing, shape a post for an audience, or check its title, hook, message, proof, and call to action.

Use when Codex needs to write, rewrite, critique, or reply on Twitter/X in Jason Liu's personal voice. Trigger for requests like "tweet like me", "write this in my style", "make this sound like Jason", "draft a reply", or when Jason asks for Twitter copy about Codex, product building, feedback, launches, quote-tweets, or operator/value takes.

Extract transcripts, titles, and thumbnails from YouTube videos. Use for ingesting video content, capturing captions with timestamps, or downloading video metadata.