ai-collab-playbook

In the author's own words, from each skill's SKILL.md.

• academic-paper-helper

  Use only when the user explicitly asks for help drafting or revising an AI/ML research paper in LaTeX, including structure, BibTeX, formatting, or academic-writing checks.

  skills/full/academic-paper-helper/SKILL.md on GitHub (opens in a new tab)

• all-plan

  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.

  skills/full/all-plan/SKILL.md on GitHub (opens in a new tab)

• collaborating-with-claude

  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.

  skills/full/collaborating-with-claude/SKILL.md on GitHub (opens in a new tab)

• collaborating-with-codex

  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.

  skills/full/collaborating-with-codex/SKILL.md on GitHub (opens in a new tab)

• collaborating-with-gemini

  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.

  skills/full/collaborating-with-gemini/SKILL.md on GitHub (opens in a new tab)

• find-skills

  Use when the user asks whether a skill exists, wants help finding or installing one, or asks how to extend agent capabilities with a reusable skill. Start with `npx skills find`; if that fails, use a GitHub-aware fallback before concluding no good match exists.

  skills/full/find-skills/SKILL.md on GitHub (opens in a new tab)

• paper-review-pipeline

  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.

  skills/full/paper-review-pipeline/SKILL.md on GitHub (opens in a new tab)

• paper2html

  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.

  skills/full/paper2html/SKILL.md on GitHub (opens in a new tab)

• paperreview

  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.

  skills/full/paperreview/SKILL.md on GitHub (opens in a new tab)

• proactive-explorer

  Use when missing context may be recoverable from local code, files, logs, or environment evidence before asking the user or making assumptions.

  skills/full/proactive-explorer/SKILL.md on GitHub (opens in a new tab)

• prompt-polisher

  Use when the user explicitly wants rough notes, voice transcription, or stream-of-consciousness instructions rewritten into a clean reusable prompt for another model or for later execution. Do not use this just because the input is messy; use input-triage when the job is to separate goals, claims, and options.

  skills/full/prompt-polisher/SKILL.md on GitHub (opens in a new tab)

• question-refiner

  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.

  skills/full/question-refiner/SKILL.md on GitHub (opens in a new tab)

• research-lead-sidecar

  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.

  skills/full/research-lead-sidecar/SKILL.md on GitHub (opens in a new tab)

• session-recovery-codex

  Use when recovering a Codex session, especially if the user provides a Codex session id or wants recent Codex sessions listed before resuming work.

  skills/full/session-recovery-codex/SKILL.md on GitHub (opens in a new tab)

• skill-creator

  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.

  skills/full/skill-creator/SKILL.md on GitHub (opens in a new tab)

• skill-governance-loop

  Use when the user asks to review a skill, analyze skill quality, update or align a skill version, compare local state against a newer variant, or run a repeatable keep/enable/hide/disable/archive decision loop from real failures instead of abstract best practices.

  skills/full/skill-governance-loop/SKILL.md on GitHub (opens in a new tab)

• skills-governance

  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.

  skills/full/skills-governance/SKILL.md on GitHub (opens in a new tab)

• spec-first-mvp

  Use when one idea feels exciting enough that the user may rush into implementation before the scope is stable. Turn the idea into a spec seed, define 1-3 throwaway MVP probes, and set a go/no-go gate before full design or execution.

  skills/full/spec-first-mvp/SKILL.md on GitHub (opens in a new tab)

• timestamped-video-summary

  Generate a detailed, professional video content summary from timestamped subtitles/transcripts (e.g., lines starting with 00:00 / 1:23:45). Enforce strict per-segment structure (timestamp range + bold segment title + 2-paragraph body: first-person creator summary + expert 【导师评注】 critique with uncertainty handling). Use when the user provides time-coded subtitles and asks for a规范化纪要/内容纪要/逐段总结, and…

  skills/full/timestamped-video-summary/SKILL.md on GitHub (opens in a new tab)

• writing-anti-ai

  Use only when the user explicitly asks to remove formulaic AI-writing patterns, humanize prose, or make English or Chinese text sound more natural while preserving its meaning.

  skills/full/writing-anti-ai/SKILL.md on GitHub (opens in a new tab)

• xhs-longform-private-publisher

  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.

  skills/full/xhs-longform-private-publisher/SKILL.md on GitHub (opens in a new tab)

• xhs-note-creator

  Use when the user wants Xiaohongshu note materials such as the note text, cover card, body cards, or publishing-ready assets. Do not use this for generic social copywriting or image generation when the deliverable is not a Xiaohongshu post package.

  skills/full/xhs-note-creator/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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