Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add mantou6666/Math-Modeling-Agent-Flow --skill modeling-repair-regressiongit clone --depth 1 https://github.com/mantou6666/Math-Modeling-Agent-FlowWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mantou6666/math-modeling-agent-flow/modeling-repair-regression)<a href="https://agentmods.dev/skills/mantou6666/math-modeling-agent-flow/modeling-repair-regression"><img src="https://agentmods.dev/badge/skills/mantou6666/math-modeling-agent-flow/modeling-repair-regression/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mantou6666/math-modeling-agent-flow/modeling-repair-regression"><img src="https://agentmods.dev/badge/skills/mantou6666/math-modeling-agent-flow/modeling-repair-regression.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00035 | $0.00100 |
| Opus 5 | $0.00017 | $0.00050 |
| Sonnet 5 | $0.00007 | $0.00020 |
| Haiku 4.5 | $0.00003 | $0.00010 |
Grade A, and why
modeling-repair-regression scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Targeted repair and regression
Use route_back evidence to identify the owner and minimum scope. Do not mix correctness repair with score chasing. After a code fix, require before/after hashes and behavior comparison; after a Paper fix, rerun only affected citation/formula/abstract/visual checks.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 9 lines · 35 tokens per session scan A 107ec8f62a21
modeling-repair-regression is a skill published in the GitHub repository mantou6666/Math-Modeling-Agent-Flow (20 stars, last pushed 21d ago), licensed MIT. It adds 35 tokens to every session and 100 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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