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Get Started Free →sweetcornna/mathodology-whole-project
Use when starting a modeling task or installing, backing up or maintaining the skills pack.
Passed 21 of 22 test cases with the skill, and 6 of 22 without it.
and 19 more in the full report
15 fixed6 passed either way1 still failing0 broke1 errored
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
Where are the primary, maintained source files stored for our skill pack, and where is the Codex mirror located when updated?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies .claude/skills/ as the primary maintained source directory. | Missed | Passed |
| Identifies .agents/skills/ as the Codex mirror directory path. | Missed | Passed |
The instructions your model reads when the skill loads.
Mathodology helps turn a problem into a justified model, reproducible results and clear scientific communication. It is a skills pack, not an application or an execution engine. Use modeling prompts as a flexible guide. For figures use figure presets, including its image2 availability question. For evidence use evidence search.
Read the problem, available data, existing results and applicable contest rules. Ask about missing constraints that would change the answer. Reuse established preferences and continue from the current evidence. Keep a short note of important assumptions and decisions if it helps continuity; no special schema is needed.
Work in the user's chosen directory or an ignored work/ directory in this
checkout. Produce only artifacts needed for the requested deliverable. Keep
numerical results traceable. Use specialists where they help and the host allows
it; an independent review can challenge important claims without fixed panels.
The maintained source is .claude/skills/. Claude Code roles and workflow prompts
are adjacent. Codex may use an installed .agents/skills/ mirror. Back up this
project's mirror before updating its Mathodology entries. Do not modify unrelated
skills, project instructions, custom MCP settings or global configuration.
For installation in other projects, use the standard skills CLI; for a clean
repository checkout, use git pull --ff-only. Resolve local edits before updating;
do not reset them. Installation details are in the repository's docs/INSTALL.md.
A skills-only global install does not install project roles or MCP settings.
The optional backup utility saves skills, references and repository docs, including local uncommitted source changes:
bash .claude/skills/mathodology-whole-project/scripts/create-source-backup.sh
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.