Install Consistency Auditor
Pick your agent. Every command is ready to paste.
npx skills add zhnnky329/MathModeling-skills --skill consistency-auditorThe open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.
01
Install it
Run the command above, or upload the folder in Claude.
02
Ask naturally
Describe the task. Your agent loads consistency-auditor when the request matches its description.
03
Name it if needed
If it does not trigger, say “use the consistency-auditor skill”. In Codex, type $consistency-auditor.
Modes
scoped: run only for aCANONICALorFROZENchange and only for affected Qx/identifiers.final: run across all submission artifacts before assembly.
Sources of Truth
Prefer:
frozen_numbers.jsonfor paper numbers;qx_decisions.jsonlfor human judgments;planning/symbol_table.mdfor symbols/units;- approved code plan and run summary for parameters and executed methods;
- solution package for writer-facing structure.
Use legacy decision logs or Markdown reviews only during migration.
Checks
- Numerical claims match frozen values and units.
- Formula, parameter, constraint, and method roles match approved code and plan.
- Symbols and units match the global symbol table.
- Referenced tables, figures, code, and data files exist.
- Why-this-method, result verdict, stability, confidence, and claim scope resolve to human decision IDs.
- Freeze and decisions are not stale relative to materially changed cited evidence.
Scoped Workflow
- Receive changed files/identifiers and their impact class.
- Resolve affected Qx and downstream consumers.
- Check only those relationships.
- Return a compact digest or save
results/Qx/reports/scoped_consistency.jsonwhen durable evidence is needed. - Do not rewrite other artifacts.
Final Workflow
- Check all submission Qx.
- Save
paper/audits/cross_media_consistency_audit.md. - Report
PASSED,FAILED, orNOT_RUN. - List concrete divergences and repair owners. Do not pad a pass list.
Rules
- Do not run a full audit for formatting, comments, scratch work, or ordinary pre-freeze exploration.
- Do not infer canonical numbers from the paper.
- Do not repair divergences inside the audit.
- Do not approve final assembly directly.
Verification
- Scope matches the semantic impact.
- Every divergence identifies source, consumer, and expected repair.
- Final audit covers all six check classes.
- Verdict follows actual evidence rather than an item count.
Tips for Consistency Auditor
- • Start a fresh session after installing so your agent picks up the new skill.
- • It is part of a pack with 29 skills. Install only the ones you need with --skill to keep triggers precise.
- • If two skills overlap, mention the one you want by name.
Questions about Consistency Auditor
What does the Consistency Auditor skill do?
Run scoped or final cross-media consistency checks for mathematical-modeling artifacts, comparing canonical numbers, symbols, parameters, decisions, files, and paper claims without performing full-workspace audits for low-risk changes.
How do I install Consistency Auditor?
Run "npx skills add zhnnky329/MathModeling-skills --skill consistency-auditor" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.
Does Consistency Auditor work in Cursor and Codex?
Yes. Consistency Auditor uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.
Is Consistency Auditor free?
Consistency Auditor is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.
Who made Consistency Auditor?
Consistency Auditor is published by zhnnky329 in the zhnnky329/MathModeling-skills repository, together with 28 other skills.




