Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
This skill provides a structured workflow for quantitative researchers and developers to process referee reports, AI review findings, or linter outputs. It treats every external critique as a candidate for correction rather than an absolute truth, requiring verification against the actual source code or data before any changes are applied.
By decoupling the receipt of feedback from its implementation, the process prevents confident misreads from introducing errors into previously correct work.
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Follow the documented setup, then try a first task.
Fork and clone for Claude Code
Installs: Complete ready-to-fork academic workflow repository, including its agents, rules, skills, orchestration patterns, templates, and demos; skillPaths is only a supported subset of the installed bundle. · Claude Code
Before you start
Claude Code and git are the minimum requirements.
XeLaTeX must already be installed to use compile-latex, new-diagram standalone compilation, or the Beamer HelloWorld demo.
Quarto must already be installed to use deploy and workflows that render or inspect Quarto output, including visual-audit, translate-to-quarto, and qa-quarto; it is also required for the Quarto HelloWorld demo.
The Oracle CLI must already be configured to use oracle-review; its referenced setup documentation is not included in the supplied evidence, so no installer command is provided.
R and the GitHub CLI are recommended by the repository.
Python 3 runs the gate suite and quality scorer; the documentation says it is pre-installed on macOS/Linux.
Run from: Begin in the directory where the new my-project clone should be created; subsequent steps run from the my-project repository root.
On GitHub, manually fork the repository by clicking “Fork” on its repository page.
In a terminal, replace YOUR_USERNAME with your GitHub username and run this complete block. It clones the fork as my-project, enters that directory, and runs the setup validator, which reports missing tools with installation links.
# Fork this repo on GitHub (click "Fork" on the repo page), then:
git clone https://github.com/YOUR_USERNAME/claude-code-my-workflow.git my-project
cd my-project
./scripts/validate-setup.sh # reports missing tools with install links
From the my-project repository root, launch Claude Code in the terminal. VS Code users may open the Claude Code panel instead.
claude
Inside the Claude Code session, open the complete starter prompt at https://psantanna.com/claude-code-my-workflow/workflow-guide.html#sec-first-session and paste it after filling in the requested project details. The repository excerpt shows only an abbreviated version with placeholders [PROJECT NAME] and [Describe your project in 2–3 sentences.]; replace those placeholders with your project name and description while following the linked complete prompt.
Replace [LECTURE_FILE] with the path to the lecture deck to review.
Use the devils-advocate skill to poke holes in the pedagogical design of [LECTURE_FILE]. Ask 5–7 specific questions about ordering, prerequisites, gaps, notation, and cognitive load, and give a constructive suggested resolution for each. Do not edit the deck.
Claude