Prediction Market Risk Review
affaan-m/ECC
Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk.
A skill your agent uses when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan.
No licenceAuto-check passed
Install Review Simulator
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install XueruiSu/Paper-PRISM review-simulator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .claude/skills && cp -r skills-src/codex_skills/review-simulator .claude/skills/review-simulator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .claude/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install XueruiSu/Paper-PRISM review-simulator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .agents/skills && cp -r skills-src/codex_skills/review-simulator .agents/skills/review-simulator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .agents/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install XueruiSu/Paper-PRISM review-simulator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/codex_skills/review-simulator .cursor/skills/review-simulator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .cursor/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/XueruiSu/Paper-PRISM.git --path codex_skills/review-simulator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install XueruiSu/Paper-PRISM review-simulator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/codex_skills/review-simulator .gemini/skills/review-simulator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .gemini/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install XueruiSu/Paper-PRISM review-simulatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .github/skills && cp -r skills-src/codex_skills/review-simulator .github/skills/review-simulator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .github/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install XueruiSu/Paper-PRISM review-simulator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/codex_skills/review-simulator .opencode/skills/review-simulator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "review-simulator" agent skill from https://github.com/XueruiSu/Paper-PRISM/tree/main/codex_skills/review-simulator into .opencode/skills/review-simulator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-simulator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
review-simulator- GitHub stars
- 109
- Token cost
- ~423 tokens
- SKILL.md length
- 194 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan.
- Works in 7 steps: Read the draft, paper.tex,… → Evaluate novelty, technical quality,… → Group issues as must-fix, should-fix,… → …
- Codex needs to simulate reviewer feedback
- SKILL.md covers Goal, Workflow, Rules and Expected Outputs
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Review Simulator is an agent skill from XueruiSu/Paper-PRISM. Use when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan.
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
When your agent uses it
- Codex needs to simulate reviewer feedback
- Explain reviewer risks
- Turn critique into a PaperPRISM revision plan
Example prompts
- “/review-simulator”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Read the draft, paper.tex, ClaimEvidenceMap, WritingPlan, and PaperState if available.
- Evaluate novelty, technical quality, evidence rigor, clarity, significance, and limitations.
- Group issues as must-fix, should-fix, and writing-only.
- Map each issue to a claim, section, paragraph, sentence slot, or missing evidence item.
- Route evidence gaps to experiment-planner, novelty risks to novelty-evaluator, and prose fixes to paper-writer.
- Mark sentence slots verified only after they are already supported and pass review.
- Update PaperState with revision tasks.
What it can do on your machine
Read from SKILL.md and the folder at commit 13e134f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Review Simulator loads about 423 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 194 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 194 words (~423 tokens).
- name
- review-simulator
Files
Just SKILL.md in codex_skills/review-simulator of XueruiSu/Paper-PRISM.
Open the folder on GitHubat commit 13e134f
Compare with similar skills
Review Simulator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Review Simulator this skillXueruiSu/Paper-PRISM | 109 | — | ~423 | Automated safety check: Pass | None | |
| Prediction Market Risk Reviewaffaan-m/ECC | 276k | 1 repos | ~471 | Automated safety check: Pass | MIT | |
| Vibers Code Reviewsickn33/agentic-awesome-skills | 47k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Performance Review Writergithub/awesome-copilot | 40k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Review Pending PR Reviewsnrwl/nx | 29k | — | ~3.9k | Automated safety check: Pass | MIT | |
| Code Reviewflutter/flutter | 180k | — | ~1.4k | Automated safety check: Pass | BSD-3-Clause |
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Review Pending PR Reviews
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Questions about Review Simulator
What does Review Simulator do?
A skill your agent uses when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan. Review Simulator is an agent skill from XueruiSu/Paper-PRISM. Use when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan.
When should I use Review Simulator?
Review Simulator fits situations like: Codex needs to simulate reviewer feedback; explain reviewer risks; turn critique into a PaperPRISM revision plan.
How do I install Review Simulator in Claude Code?
Run `npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a claude-code`. Or copy the skill folder (codex_skills/review-simulator in XueruiSu/Paper-PRISM) into .claude/skills/review-simulator in your project. Claude Code loads it when a task matches its description.
How do I install Review Simulator in Codex?
Run `npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a codex`. Or copy the skill folder (codex_skills/review-simulator in XueruiSu/Paper-PRISM) into .agents/skills/review-simulator in your project. Codex loads it when a task matches its description.
Can I use Review Simulator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add XueruiSu/Paper-PRISM --skill review-simulator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-simulator, .gemini/skills/review-simulator, .github/skills/review-simulator and .opencode/skills/review-simulator in your project.
What does Review Simulator need to run?
SKILL.md names no scripts, command-line tools or credentials: Review Simulator is instructions for the agent only.
Does Review Simulator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Review Simulator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Review Simulator use?
No licence was found for Review Simulator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Review Simulator use?
About 423 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Review Simulator?
Skills that share tags, products or a category with Review Simulator: Prediction Market Risk Review (affaan-m/ECC, 276k stars), Vibers Code Review (sickn33/agentic-awesome-skills, 47k stars), Performance Review Writer (github/awesome-copilot, 40k stars) and Review Pending PR Reviews (nrwl/nx, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review Simulator?
XueruiSu (a GitHub user) maintains it in XueruiSu/Paper-PRISM, which has 109 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on July 11, 2026.
Source: XueruiSu/Paper-PRISM on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.