Nature-Style Scientific Figures
Yuan1z0825/nature-skills
Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow.
Independently review a CUMCM computation package before its claims enter validation or paper writing.
Install Cumcm Independent Review
$ npx skills add Lucasuiii/modeling-workbench --skill cumcm-independent-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Lucasuiii/modeling-workbench cumcm-independent-review --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/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .claude/skills/cumcm-independent-review && 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 "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .claude/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-reviewType 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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Lucasuiii/modeling-workbench cumcm-independent-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .agents/skills/cumcm-independent-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .agents/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Lucasuiii/modeling-workbench cumcm-independent-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .cursor/skills/cumcm-independent-review && 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 "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .cursor/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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/Lucasuiii/modeling-workbench.git --path .agents/skills/cumcm-workflow/assets/independent-review--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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Lucasuiii/modeling-workbench cumcm-independent-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .gemini/skills/cumcm-independent-review && 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 "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .gemini/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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 Lucasuiii/modeling-workbench cumcm-independent-reviewInstalls 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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .github/skills/cumcm-independent-review && 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 "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .github/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Lucasuiii/modeling-workbench cumcm-independent-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Lucasuiii/modeling-workbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/cumcm-workflow/assets/independent-review .opencode/skills/cumcm-independent-review && 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 "cumcm-independent-review" agent skill from https://github.com/Lucasuiii/modeling-workbench/tree/main/.agents/skills/cumcm-workflow/assets/independent-review into .opencode/skills/cumcm-independent-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cumcm-independent-review", 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
cumcm-independent-review- GitHub stars
- 172
- Token cost
- ~729 tokens
- SKILL.md length
- 341 words
- Files
- 2
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
Independently review a CUMCM computation package before its claims enter validation or paper writing.
- Works in 7 steps: Read REVIEW_REQUEST.md and… → Reconstruct each subproblem from the… → Compare the official request with the… → …
- Tasks that involve Scientific writing
- SKILL.md covers Boundaries, Review order and Verdict
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cumcm Independent Review is an agent skill from Lucasuiii/modeling-workbench. Independently review a CUMCM computation package before its claims enter validation or paper writing. Use only inside a generated independent-review package.
Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `REVIEW_REQUEST.md`).
It sits in Research & Science, covering Scientific writing. The repository describes itself as: Contest-native, evidence-focused math modeling workflow for Codex and Claude Code. The licence is MIT.
When your agent uses it
- Tasks that involve Scientific writing
Example prompts
- “/cumcm-independent-review”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Read REVIEW_REQUEST.md and materials/problem/SOURCE_MANIFEST.json. In targeted mode, also read package-root TARGETED_FINDINGS.json; it is…
- Reconstruct each subproblem from the supplied official files and PROBLEM_FACTS.json.
- Compare the official request with the model objective, variables, constraints, assumptions, and cross-question dependencies.
- Inspect computation entry points, run manifests, executed outputs, and result locators.
- Challenge relevant failure classes
- For targeted mode, resolve every entry in TARGETED_FINDINGS.json first. Do not repeat a full review unless the target change has global…
- Write the raw review and structured result using the supplied template.
What it can do on your machine
Read from SKILL.md and the folder at commit b4af5f7. 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
Cumcm Independent Review loads about 729 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 341 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
The full file from Lucasuiii/modeling-workbench at commit b4af5f7, republished under its MIT licence (© Lucasuiii). 341 words, ~729 tokens.
Download SKILL.mdSave it as
.claude/skills/cumcm-independent-review/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- cumcm-independent-review
- description
- Independently review a CUMCM computation package before its claims enter validation or paper writing. Use only inside a generated independent-review package.
CUMCM Independent Review
Review this freshness-bound package without consulting the originating conversation. Treat conclusions as untrusted and reconstruct only what is needed from official inputs, contracts, selected source, official runs, and outputs.
Boundaries
- Work read-only inside the package.
- Do not search for missing official materials. Report them as missing.
- Do not edit, rerun, or replace the preserved execution unless the user separately authorizes a reproduction run.
- File existence and successful execution do not prove that the model answers the official question.
- Verify the package/upstream bindings before substantive review; a stale package is inconclusive.
- Give exact file, formula, code, or numerical locations for every P0/P1 finding.
- Preserve negative and inconclusive findings verbatim.
Review order
- Read
REVIEW_REQUEST.mdandmaterials/problem/SOURCE_MANIFEST.json. In targeted mode, also read package-rootTARGETED_FINDINGS.json; it is the self-contained prior-P0 brief, so do not request the complete prior review. - Reconstruct each subproblem from the supplied official files and
PROBLEM_FACTS.json. - Compare the official request with the model objective, variables, constraints, assumptions, and cross-question dependencies.
- Inspect computation entry points, run manifests, executed outputs, and result locators.
- Challenge relevant failure classes:
- task or target misunderstood;
- upper/lower bound or optimization direction reversed;
- a quantity counted twice;
- unsupported extrapolation;
- an observed variable omitted without justification;
- cross-question contradiction;
- code and mathematical formulation disagree;
- numerical output violates units, bounds, conservation, or official constraints.
- For targeted mode, resolve every entry in
TARGETED_FINDINGS.jsonfirst. Do not repeat a full review unless the target change has global impact or current evidence reveals a new, well-supported P0. - Write the raw review and structured result using the supplied template.
Verdict
accepted: no open P0 and no material unresolved concern in scope.accepted_with_concerns: no open P0; one or more P1 concerns remain.revision_required: at least one open P0 requires returning to the earliest affected stage.inconclusive: required material is missing or the available evidence cannot support a decision.
Classify findings as P0/P1/P2 and open/resolved/accepted_concern. State the reviewer, model if applicable, originating/reviewer task references, and independence grade. Never describe same-context review as independent; a same-model fresh task remains correlated.
© Lucasuiii, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/cumcm-workflow/assets/independent-review of Lucasuiii/modeling-workbench.
- SKILL.md
- REVIEW_REQUEST.md
Open the folder on GitHubat commit b4af5f7
Compare with similar skills
Cumcm Independent Review 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 |
|---|---|---|---|---|---|---|
| Cumcm Independent Review this skillLucasuiii/modeling-workbench | 172 | — | ~729 | Automated safety check: Pass | MIT | |
| Nature-Style Scientific FiguresYuan1z0825/nature-skills | 47k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Academic Paper Composerlishix520/academic-paper-skills | 1.4k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence |
Similar skills
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
Academic Paper Composer
lishix520/academic-paper-skills
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Scientific Venue Templates
davila7/claude-code-templates
Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them.
More from Lucasuiii/modeling-workbench
Cumcm Workflow
Lucasuiii/modeling-workbench
Build or resume mathematical-modeling competition work, including CUMCM, MCM/ICM, graduate and regional contests, data challenges, and open-topic statistical modeling.
Related
Categories
Questions about Cumcm Independent Review
What does Cumcm Independent Review do?
Independently review a CUMCM computation package before its claims enter validation or paper writing. Cumcm Independent Review is an agent skill from Lucasuiii/modeling-workbench. Independently review a CUMCM computation package before its claims enter validation or paper writing.
When should I use Cumcm Independent Review?
Cumcm Independent Review fits situations like: tasks that involve Scientific writing.
How do I install Cumcm Independent Review in Claude Code?
Run `npx skills add Lucasuiii/modeling-workbench --skill cumcm-independent-review -a claude-code`. Or copy the skill folder (.agents/skills/cumcm-workflow/assets/independent-review in Lucasuiii/modeling-workbench) into .claude/skills/cumcm-independent-review in your project. Claude Code loads it when a task matches its description.
How do I install Cumcm Independent Review in Codex?
Run `npx skills add Lucasuiii/modeling-workbench --skill cumcm-independent-review -a codex`. Or copy the skill folder (.agents/skills/cumcm-workflow/assets/independent-review in Lucasuiii/modeling-workbench) into .agents/skills/cumcm-independent-review in your project. Codex loads it when a task matches its description.
Can I use Cumcm Independent Review 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 Lucasuiii/modeling-workbench --skill cumcm-independent-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cumcm-independent-review, .gemini/skills/cumcm-independent-review, .github/skills/cumcm-independent-review and .opencode/skills/cumcm-independent-review in your project.
What does Cumcm Independent Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Cumcm Independent Review is instructions for the agent only.
Does Cumcm Independent Review 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 Cumcm Independent Review 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 Cumcm Independent Review use?
Cumcm Independent Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cumcm Independent Review use?
About 729 tokens (SKILL.md is roughly 2.9k 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 Cumcm Independent Review?
Skills that share tags, products or a category with Cumcm Independent Review: Nature-Style Scientific Figures (Yuan1z0825/nature-skills, 47k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Academic Paper Composer (lishix520/academic-paper-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cumcm Independent Review?
Lucasuiii (a GitHub user) maintains it in Lucasuiii/modeling-workbench, which has 172 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 23, 2026.
Source: Lucasuiii/modeling-workbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.