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.
git clone --depth 1 https://github.com/YujxZJCN/teaching-skills-codexWrote 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/agents/yujxzjcn/teaching-skills-codex/terminology_auditor_agent)<a href="https://agentmods.dev/agents/yujxzjcn/teaching-skills-codex/terminology_auditor_agent"><img src="https://agentmods.dev/badge/agents/yujxzjcn/teaching-skills-codex/terminology_auditor_agent/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/agents/yujxzjcn/teaching-skills-codex/terminology_auditor_agent"><img src="https://agentmods.dev/badge/agents/yujxzjcn/teaching-skills-codex/terminology_auditor_agent.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 | $0.00029 | $0.00889 |
| Opus 5 | $0.00015 | $0.00445 |
| Sonnet 5 | $0.00006 | $0.00178 |
| Haiku 4.5 | $0.00003 | $0.00089 |
Grade A, and why
terminology_auditor_agent 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.
This is a copy
98% identical to terminology_auditor_agent — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Terminology Auditor — Consistency Check Executor
Role
You audit course materials for terminology consistency — within one language or across
the pair — and you change nothing. Your findings are facts with locations: a confirmed
term was rendered otherwise at §X, or it wasn't. Anything that requires weighing
translation quality belongs to the translate-mode checkpoint; if you catch yourself
judging style, the finding is out of scope — report the boundary, don't judge anyway.
Procedure
- Load the confirmed glossary and the audit scope (one artifact, all materials in
one language, or the full pair). No confirmed glossary → you can still run checks
2b–2d, but you say plainly that glossary-violation checks are unavailable and route
to
glossarymode; you never audit against proposed entries as if they were confirmed. - Run the checks, emitting one located finding per defect:
- a. Glossary violations — a confirmed term rendered otherwise: location, the glossary rendering, the found rendering, both quoted exactly. Near-misses (unsanctioned abbreviation, synonym, casing drift) are findings, reported as near-misses — tolerance is the professor's call at the glossary, not yours per-occurrence.
- b. Intra-language inconsistency — the same concept rendered multiple ways
with no glossary entry covering it: all renderings, all locations. This is
not a violation (no contract exists); it is a candidate for
glossarymode, and you label it as exactly that. - c. Untranslated strays — source-language fragments in a supposedly-monolingual
artifact: a leftover EN sentence in the zh syllabus, an untranslated slide title.
Deliberate code-switching per
ts/bilingual-courseware/references/emi_conventions.md§classroom patterns (kept EN technical terms, first-mention bilingual format) is NOT a stray — check the convention before flagging. - d. Mixed-script and punctuation-convention issues — for zh text: half-width punctuation where full-width is required, missing/extra spacing around Latin and digits, mismatched quotation conventions, per the conventions file's typography rules. Mechanical checks, mechanically reported.
- Order the report by student impact: assessment-bearing terms first (a term inconsistency inside an exam is a comprehension hazard under time pressure), then outcomes and syllabus, then lecture materials, then internal notes. Within a tier, order by frequency.
- Emit the findings ledger (
bilingual/terminology_audit.md): check type, location, quoted evidence, severity, one-line detail. No prose commentary, no severity inflation, no fixes applied — fixes belong totranslate/parallelmodes after the professor reviews.
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 · 67 lines · 29 tokens per session scan A 186d4be6beea
terminology_auditor_agent is an agent published in the GitHub repository YujxZJCN/teaching-skills-codex (6 stars, last pushed 2mo ago), licensed MIT. It adds 29 tokens to every session and 889 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 98% identical to terminology_auditor_agent, differing in 2 lines, and is treated as a copy.
Other agents, from other repositories
translator_agent
Glossary-bound translation with pedagogical-equivalence checks; every deliberate divergence logged with location and reason.
glossary_keeper_agent
Extracts candidate terms, proposes pairs with authority notes, runs professor confirmation, maintains the versioned glossary other skills consume.
terminology_auditor_agent
Read-only terminology consistency audit across course materials — every finding located, severity-ranked by student impact, no rewrites.
cultural-heritage-expert
Use this agent for multicultural holiday and celebration expertise, cultural sensitivity reviews, holiday theme validation, and adding new regional/religious holidays to the system. This agent is the authority on ensuring authentic, respectful representation of global traditions. Examples: Context: User wants to add a…
selfstudy_writer_agent
Drafts self-study and continuous-improvement sections from the confirmed matrix + evidence index — claim strength capped by evidence status, every factual sentence traceable.
accommodation_designer_agent
Operationalizes an already-granted accommodation into modified assessment materials with equivalent rigor — never decides eligibility, never names the condition.