Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills.
This repository also configures its own agents. See what ai-collab-playbook tells them →
Skill Claude Code
A writing aid for academic papers in LaTeX, a system commonly used to format research documents. It also covers BibTeX, a tool for managing references, and checks writing and formatting rules.
Skill Claude CodeCodex
Use when a task is ambiguous and needs deep multi-role planning with designer, inspiration, and reviewer perspectives before execution. Skip this for ordinary task plans.
Skill Claude CodeCodex
Use when you want Claude Code CLI as a second opinion for coding tasks such as design tradeoffs, debugging, or diff review, while keeping Codex as the primary implementer.
Skill Claude CodeCodex
Use when you explicitly want a second local or SSH remote Codex CLI session to prototype, debug, or review code, while your current session remains the primary owner of the final result.
Skill Claude CodeCodex
Use when you want Gemini CLI as a second opinion for coding tasks such as prototyping, debugging, or diff review, while keeping Codex as the primary implementer.
Skill Claude CodeCodex
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Start with the skills.sh registry via npx skills find; if there are no good matches, fall back to a GitHub deep search for…
Skill Claude Code
A multi-model brainstorming workflow for aligning requirements. CCB refers to a structured loop in which several models help converge on an agreed specification, with Codex coordinating the process.
Skill Claude CodeCodex
Use when a mostly complete ML conference paper needs self-review, pre-submission QA, camera-ready checking, section-by-section critique, citation-risk inspection, or rebuttal/review-response drafting. Skip this for initial drafting and use paperreview only when the user explicitly wants external submission.
Skill Codex
Use when turning an academic paper PDF/arXiv/OpenReview page/local LaTeX source into a single-file Chinese HTML deep-reading page, especially when the user wants a Cheat-Sheet style explanation, KaTeX formulas, figure/table evidence, validation, or a publishable research page.
Skill Claude CodeCodex
Use when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion. Skip this for local paper critique, which should go through paper-review-pipeline first.
Skill Claude CodeCodex
Instructions that make a coding agent explore the repository and available information before asking you questions. Grep searches text, Read opens files, Bash runs shell commands, and WebSearch looks up information online.
Skill Claude CodeCodex
Use when receiving messy, unstructured input like voice transcriptions, stream-of-consciousness notes, or rough document content that needs to be transformed into a polished, optimized prompt. Cleans up filler words, extracts intent, asks clarifying questions, applies Claude 4.x/Opus 4.5/Sonnet 4.5 best practices, and…
Skill Claude CodeCodex
Use when a research question is still vague and must be clarified into a structured deep-research brief before actual literature research or execution. Skip this if the user already has a concrete paper draft or a ready-to-run research specification.
Skill Codex
Use when the user wants multi-agent division of labor for research-led work and the lead should stay on the critical path while 1-2 bounded sidecars handle low-coupling tasks. Do not use this for tiny tasks, fully sequential debugging, or overlapping refactors.
Skill Claude CodeCodex
Use when recovering a Codex session, especially if the user provides a Codex session id or wants recent Codex sessions listed before resuming work.
Skill Codex
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.
Skill Claude CodeCodex
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
Skill Claude Code
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
Skill Codex
A writing workflow that turns timestamped subtitles or transcripts into structured video summaries. Each time range gets a title, a creator-focused explanation, and an expert critique with uncertainty noted.
Skill Claude Code
This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI…
Skill Claude CodeCodex
This skill should be used when the user wants to publish an existing Markdown article to Xiaohongshu as a private longform post, keep the original wording and structure, insert inline images in order, use one-click layout, and verify the result in note manager.
Skill Claude CodeCodex
A content-creation workflow for Xiaohongshu, a Chinese social media platform. It can write note text from a request and supplied material, create cover and content cards, and publish the note.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: