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 Ait0u5hi/canvas-scholar-mcp --skill canvas-am-i-on-trackgit clone --depth 1 https://github.com/Ait0u5hi/canvas-scholar-mcpWrote 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/ait0u5hi/canvas-scholar-mcp/canvas-am-i-on-track)<a href="https://agentmods.dev/skills/ait0u5hi/canvas-scholar-mcp/canvas-am-i-on-track"><img src="https://agentmods.dev/badge/skills/ait0u5hi/canvas-scholar-mcp/canvas-am-i-on-track/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/ait0u5hi/canvas-scholar-mcp/canvas-am-i-on-track"><img src="https://agentmods.dev/badge/skills/ait0u5hi/canvas-scholar-mcp/canvas-am-i-on-track.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 | $0.00071 | $0.00376 |
| Opus 5 | $0.00036 | $0.00188 |
| Sonnet 5 | $0.00014 | $0.00075 |
| Haiku 4.5 | $0.00007 | $0.00038 |
Grade A, and why
canvas-am-i-on-track 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
Am I on track?
Give an honest, encouraging read on where grades stand — and what would move them.
Steps
- Call
canvas_get_gradesfor the current grade in every active course. - For any course that looks low or has
null/0scores, callcanvas_get_course_gradeandcanvas_get_assignment_groupsto see the weighted breakdown (which categories are dragging, what's still ungraded). - Call
canvas_get_missing_submissions— missing work is usually the real cause. - Flag any course below the student's threshold (ask if unknown; default: below B / 80%).
Output template
## Grade check
| Course | Current | Status |
|---|---|---|
| <name> | <grade> | ✅ on track / ⚠️ watch / 🔴 at risk |
**Worth your attention**
- <Course> (<grade>): <why — e.g. "2 missing assignments in the 40%-weighted Homework group">. Turning in <X> would help most.
**Note on ungraded courses**
- A `0` final with a `null` current score usually just means nothing's been graded yet — not a real zero.
Be honest but not alarmist. Always tie a low grade to a concrete next action. Never invent numbers — if a score is null/ungraded, say so.
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 · 39 lines · 71 tokens per session scan A a11277f3c584
canvas-am-i-on-track is a skill published in the GitHub repository Ait0u5hi/canvas-scholar-mcp (0 stars, last pushed 2d ago), licensed MIT. It adds 71 tokens to every session and 376 once invoked, about $0.0004 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 2026-08-31.
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