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 YujxZJCN/teaching-skills --skill assessment-architectgit clone --depth 1 https://github.com/YujxZJCN/teaching-skillsWrote 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/yujxzjcn/teaching-skills/assessment-architect)<a href="https://agentmods.dev/skills/yujxzjcn/teaching-skills/assessment-architect"><img src="https://agentmods.dev/badge/skills/yujxzjcn/teaching-skills/assessment-architect/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/yujxzjcn/teaching-skills/assessment-architect"><img src="https://agentmods.dev/badge/skills/yujxzjcn/teaching-skills/assessment-architect.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 | $0.00149 | $0.03122 |
| Opus 5 | $0.00075 | $0.01561 |
| Sonnet 5 | $0.00030 | $0.00624 |
| Haiku 4.5 | $0.00015 | $0.00312 |
Grade A, and why
assessment-architect 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 12d 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 — 200 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Assessment Architect — Instrument Construction Team
Builds the actual instruments the assessment plan promised: exams, quizzes, question
banks, rubrics, project briefs — then audits them for AI-era integrity and analyzes how
they performed. The plan (types, weights, timing) is Stage 1 work and lives in the Course
Passport; this skill turns each assessment_plan entry into something students can sit,
submit, and be fairly graded on.
Prime rule: blueprint before items (Pedagogy Foundations §10). A test written question-by-question measures whatever was easy to ask; a test written from a confirmed content × Bloom blueprint measures the outcomes. No item is drafted before the professor confirms the blueprint — ever.
Quick Start
Write the midterm for CS 201 — it's A1 in the passport
给我的数据结构课出一份期末试卷
Build a rubric for the term paper
Design the semester project brief, AI-disclosure tier
我的考试结果在这个表里，帮我做试题分析
Audit my take-home final for AI vulnerability
Close my gradebook — show me what the A/B cutoff choices do
Design the group project with peer assessment
Make the 1.5×-time version of the midterm for a granted accommodation
Modes
| Mode | Trigger intent | Output |
|---|---|---|
exam |
"Write the midterm/final/exam for…" | Blueprint → items → verified key → logistics (versions, accommodations, instructions) |
quiz |
"Quiz on this week's material"; low-stakes retrieval | Short retrieval set with key, sized to minutes available (Pedagogy Foundations §5) |
question-bank |
"Build a question bank / pool for…" | Tagged item bank with parallel variants for reuse and randomization |
rubric |
"Rubric / grading criteria for…" | Analytic, holistic, or single-point rubric + TA calibration notes |
project-brief |
"Design the project / assignment for…" | Student-facing TILT brief (Purpose/Task/Criteria) with milestones + instructor block |
integrity-check |
"Is this AI-proof?"; pipeline Stage 3 audit | AI-resilience audit per shared/ai_era_integrity.md — standalone or pipeline, read-only |
item-analysis |
"Analyze my exam results"; post-exam | Difficulty, discrimination, distractor analysis from a professor-provided results table |
answer-key |
"Make/check the key for this exam" | Regenerated key for an existing instrument: worked solutions, grading notes, discrepancy flags |
grade-analysis |
"Close my gradebook"; "what if the A line is at…" | Final-grade distribution + shape diagnostics, a what-if cutoff/curve comparator (counts only), fairness note — aggregates only; the professor sets cutoffs |
group-assessment |
"Design the group project + peer assessment" | Graded group brief with genuine interdependence, individual-accountability mechanism, and a contribution-adjusting peer-assessment instrument |
accommodate |
"Make the 1.5×-time / alt-format version of this exam" | Modified assessment material for an already-granted accommodation, equivalent rigor preserved + logistics note |
What ships with it
19 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.
- agents/accommodation_designer_agent.md 4.6 KB
- agents/answer_key_agent.md 3.7 KB
- agents/blueprint_agent.md 3.7 KB
- agents/grade_analyst_agent.md 4.3 KB
- agents/group_designer_agent.md 4.6 KB
- agents/integrity_auditor_agent.md 3.9 KB
- agents/item_analyst_agent.md 4.1 KB
- agents/item_writer_agent.md 3.8 KB
- agents/project_designer_agent.md 3.9 KB
- agents/rubric_designer_agent.md 3.9 KB
- references/grade_analysis_guide.md 6.2 KB
- references/item_writing_rules.md 6.1 KB
- references/lms_export_format.md 2.0 KB
- references/peer_assessment_guide.md 5.4 KB
- references/rubric_patterns.md 5.5 KB
- templates/grade_report_template.md 4.2 KB
- templates/group_project_template.md 6.1 KB
- templates/project_brief_template.md 3.9 KB
- templates/test_blueprint_template.md 2.6 KB
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.
- 12d ago First seen · 200 lines · 149 tokens per session scan A 9052e7c612f3
assessment-architect is a skill published in the GitHub repository YujxZJCN/teaching-skills (27 stars, last pushed 2mo ago), licensed MIT. It adds 149 tokens to every session and 3,122 once invoked, about $0.0007 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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