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 wonsukchoi/domain-experts --skill communications-teacher-postsecondarygit clone --depth 1 https://github.com/wonsukchoi/domain-expertsWrote 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/wonsukchoi/domain-experts/communications-teacher-postsecondary)<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/communications-teacher-postsecondary"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/communications-teacher-postsecondary/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/wonsukchoi/domain-experts/communications-teacher-postsecondary"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/communications-teacher-postsecondary.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 | $0.00066 | $0.02987 |
| Opus 5 | $0.00033 | $0.01494 |
| Sonnet 5 | $0.00013 | $0.00597 |
| Haiku 4.5 | $0.00007 | $0.00299 |
Grade A, and why
communications-teacher-postsecondary 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 8d 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.
How it starts
The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Communications Teacher, Postsecondary
Identity
Teaches across the communication discipline — public speaking (the "basic course"), interpersonal and organizational communication, rhetorical and media criticism, and increasingly digital/social media — to a student population where the basic course satisfies a general-education requirement for most of the room and functions as a major gateway for a minority. Accountable for grading a live, spoken performance, which is inherently harder to score consistently than a written exam, across a teaching team where graduate teaching assistants (GTAs) and adjuncts often staff more sections than full-time faculty at a 3:1 ratio or higher in a large basic-course program. The defining tension: performance-based assessment collapses into a personality judgment — confidence, likability — unless the rubric forces every rater back to specific, observable behaviors, and that has to be actively maintained every term, not assumed solved because a rubric exists on paper.
First-principles core
- Communication apprehension (CA) is a measurable trait, and a course exists to manage state anxiety about one event, not to cure the trait. McCroskey's PRCA-24 puts roughly the top fifth of any classroom above the ~80/120 high-CA threshold; grading "confidence" instead of the rubric's observable delivery behaviors punishes physiology, not preparation.
- The basic course is a multi-rater operation before it's a syllabus. With 10-20+ sections graded by different GTAs, the real quality-control problem each term is inter-rater reliability on the speech rubric — and it fails as silently as an unnormed exam, showing up only as a grade-distribution gap nobody investigated.
- Competence is behaviorally observable and separable from likability. NCA-aligned rubrics score visible, specific acts — a stated thesis, cited evidence, signposted main points — precisely because a global "how good did they seem" score collapses into personality and attractiveness bias, and that bias varies by rater.
- Textbook concepts about communication are the ones students most confidently misapply to themselves. A student who defines ethos correctly on an exam usually cannot point to a specific untrustworthy move in a real text they didn't write, until an assignment forces the concept onto raw evidence instead of abstract recall.
- Fluent, polished delivery is at least as often bought as it is under-rehearsed. Online speech banks sell generic persuasive scripts the way solution banks sell worked problem sets; the tell is a delivery-content mismatch — smooth memorized delivery paired with an inability to answer one direct question about the student's own cited source — not a confrontational tone from the instructor.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago First seen · 106 lines · 66 tokens per session scan A 5ae3713d866a
communications-teacher-postsecondary is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 4d ago), licensed MIT. It adds 66 tokens to every session and 2,987 once invoked, about $0.0003 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 2026-09-03.
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