Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex…
Deep bug analysis to break the fix-forget-repeat cycle. Analyzes root cause category, why fixes failed, prevention mechanisms, and captures knowledge into specs. Use after fixing a bug to prevent the same class of bugs.
Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging.
Use when creating, editing, validating, or reviewing Tokovo phone-native episodes, app simulators, device systems, camera direction, audio cues, overlays, docs, or render workflows in this repository.
Audit and govern Skills, plugins, and MCP servers across Codex, Claude Code, and compatible Agent hosts. Use when the user asks to inventory, deduplicate, classify, scope, archive, or reduce the context cost of Agent capabilities; asks why there are so many Skills; wants global/project/trigger decisions; or says…
A local-first AI favorites assistant that turns public links and shared content into editable Markdown notes while preserving source evidence. It supports content from services such as Xiaohongshu, WeChat, Douyin, Bilibili, podcasts, music services, and ordinary webpages.
Independently review source-extracted quote, viewpoint, hook, and structure candidates. Image and shot assets are outside automatic review and enter only after explicit user interaction.
The single complete Pickoo workflow for new Xiaohongshu, WeChat, Douyin, Bilibili, Xiaoyuzhou, podcast, music, article/blog, or general web links. Use for 收藏、保存、收录、抓取、归档、拆解、分析、OCR、ASR or 完整处理 from Codex, WorkBuddy, Hermes, Claude, or Claudian. It owns intake and the complete downstream workflow; obsolete standalone…
Generate blog post, Twitter thread, and LinkedIn post from a YouTube video. Fetches transcript, generates all three content pieces following your voice/style guidelines, and optionally saves as drafts to Supabase. Trigger on phrases like 'generate content for this video', 'content cascade for', 'write a blog post from…
Generate positioned YouTube video ideas with competitive gaps, desire mapping, and shock scores. Consumes research from yt-pipeline or firecrawl-search — does NOT redo deep research. Trigger on phrases like 'video ideas for', 'what should I make a video about', 'brainstorm video ideas', 'ideation for', 'content ideas…
Generate full YouTube video outlines in your format — hook, structured body with talking points, visual aid callouts, source citations, time budgets, and production notes. Trigger on phrases like 'outline this video', 'write an outline for', 'structure this video', 'create a video outline', 'help me outline', or any…
Compare a creator's top content against 1-3 named competitors to find where the competitors win and the creator is silent. Use when a SocialGPT user asks "what are my competitors doing that I'm not", "find my content gaps", "what should I steal from @rival", "where am I getting beaten", or wants a side-by-side read of…
Statistically audit what actually drives a creator's views. Use when a SocialGPT user asks "what drives my views", "why do some of my posts pop", "what should I double down on", or wants a data-backed performance review of their own content. Pulls the user's videos via the SocialGPT MCP, then runs real significance…
Tear down what a creator's best hooks do that their flops don't. Use when a SocialGPT user asks "why do my best videos pop and others flop", "what makes a good hook for me", "compare my top vs bottom posts", "what should my openings do", or wants a teardown of their own hooks and pacing. Pulls the user's top and…
A Douyin performance-diagnosis workflow. Douyin is a Chinese short-video platform, and the workflow studies an account’s recent videos to identify possible reasons for changes in reach.
A review guide for Douyin scripts, where Douyin is a Chinese short-video platform. It checks claims about platform rules, facts, numbers, causes, and promised results.
Run scheduled or manual creator curation that turns recent high-quality X posts into verified image-and-caption packs for Douyin and Xiaohongshu review, with optional private delivery to a pinned WeChat iLink bot review chat or confirmed File Transfer Assistant self-chat. Use when Codex needs to discover, verify…
Find which YouTube videos overperformed their own channel, and read the result correctly. Use when asked which of a channel's uploads did unusually well, whether a specific video is an outlier, what a channel's normal view count is, what is working in a niche, or what content idea to make next based on what already…