gpt-pro-paper-brainstormer

Use GPT Pro for research-paper brainstorming, claim sharpening, novelty analysis, related-work positioning, reviewer objections, and experiment story design. Best for algorithm/research ideas where Codex alone is too implementation-biased.

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Repository: WILLOSCAR/codex-pro-bridge
Last source activity: July 18, 2026 at 15:10
Detected SKILL.md language: English
Stars: 30
Forks: 3

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

A direct command skips the review prompt. Inspect the source before running it.

npx skills add https://github.com/WILLOSCAR/codex-pro-bridge --skill gpt-pro-paper-brainstormer

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Prefer a local copy? Download the files currently available to SkillsMP.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

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2 files

SKILL.md

Source instructions · Read-only preview

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coordinate-auto-research

Coordinate the single-user Auto Research system across Primary, Research Orchestrator, Track Mentor, Student, local Codex chats, and one-to-many GPT Pro web conversations. Use when an Auto Research request concerns Research Line identity, Idea Variants, Student or Mentor routing, Chat binding, Pro Teacher conversation lineage, WIP, Handoff, asynchronous replies, or Settlement. Delegate external review and experiments to the existing Bridge skills; use those skills directly for generic work outside an Auto Research SOP.

2026-08-12

gpt-pro-project-workspace

Bind one local research repository to one existing or new ChatGPT Project, synchronize stable Project Sources, inspect Project tasks, or repair Project routing. Use when the user mentions a ChatGPT Project, shared files across conversations, several research sessions, project binding, or Project-aware Codex Pro Bridge work; normal external questions still enter through gpt-pro-question-window, which resolves the route automatically.

2026-08-12

gpt-pro-question-window

Bridge Codex to the correct signed-in ChatGPT/GPT Pro conversation through a Chrome DevTools MCP-first browser route, automatically choosing standalone or a bound ChatGPT Project, with scoped upload, conversation reuse, raw answer capture, and later Codex verification. Use for normal GPT Pro questions and as the browser/persistence foundation for other Codex Pro Bridge skills; do not use for local tasks that need no external reasoning.

2026-08-12

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GPT Pro Paper Brainstormer

Gather only the evidence needed to test the research claim, then ask GPT Pro to act as a skeptical research advisor.

Workflow

Clarify the raw idea and target venue level if known.

Preview the route through $gpt-pro-project-workspace. Preserve the returned Project and Thread identity, or use the standalone path when no shared Project context is needed.

Use $bundle-algorithm-context if code, experiments, docs, or logs matter.

Read references/paper_brainstorm_prompt.md, then use $gpt-pro-question-window to ask GPT Pro.

Capture the raw response and record a separate Codex verdict on the same bridge-thread-id.

Codex synthesizes:

Strongest paper claim.
Weakest/most vulnerable claim.
Required experiments.
Whether this is paper-worthy, workshop-worthy, or just engineering.

Completion criterion: claims and related-work references are marked as verified or unverified, the required experiments are concrete, and the publishability judgment is preserved separately from Codex's local verdict.

Prompt dimensions

Ask GPT Pro to cover:

One-sentence paper claim.

Problem pain and why now.

Novelty type: algorithm, data, benchmark, system, analysis, application.

Nearest likely related work clusters.

What is actually new vs rebranding.

Strongest title/abstract angle.

Experimental story.

Killer baseline and ablations.

Reviewer objections.

Minimal evidence needed to make the claim believable.

A brutally honest publishability judgment.

Codex-side caution

GPT Pro may invent related work or overstate novelty. After GPT Pro responds, Codex should mark related-work items as unverified unless it has searched or the user supplied citations.

name	gpt-pro-paper-brainstormer
description	Use GPT Pro for research-paper brainstorming, claim sharpening, novelty analysis, related-work positioning, reviewer objections, and experiment story design. Best for algorithm/research ideas where Codex alone is too implementation-biased.