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 xiaojiou176-open/campus-copilot --skill site-overview-auditgit clone --depth 1 https://github.com/xiaojiou176-open/campus-copilotWrote 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/xiaojiou176-open/campus-copilot/site-overview-audit)<a href="https://agentmods.dev/skills/xiaojiou176-open/campus-copilot/site-overview-audit"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/campus-copilot/site-overview-audit/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/xiaojiou176-open/campus-copilot/site-overview-audit"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/campus-copilot/site-overview-audit.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 | $0.00021 | $0.00322 |
| Opus 5 | $0.00010 | $0.00161 |
| Sonnet 5 | $0.00004 | $0.00064 |
| Haiku 4.5 | $0.00002 | $0.00032 |
Grade A, and why
site-overview-audit 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
Site Overview Audit
Use this skill when you want a read-only answer to the question:
- what does one supported site currently look like in the imported workspace
This is the narrowest skill for one-site snapshot inspection.
Inputs
- one snapshot path
- one site name:
canvas,gradescope,edstem, ormyuw
Steps
- Load the site overview from
@campus-copilot/site-sdk,@campus-copilot/mcp-server, or one of the site-scoped@campus-copilot/mcp-readonlysidecars. - Report counts, the top assignments/messages/events, and current recent updates.
- Keep the output read-only and grounded in normalized entities.
Good fit
- one-site Codex or Claude inspection over a snapshot
- validating that one site's records are rich enough for export, cited AI, or MCP consumption
- OpenClaw-style local consumers that want one smaller site-scoped context card
Hard boundary
- do not mutate site state
- do not claim live browser truth from a snapshot alone
- do not present private/session-backed collectors as public site APIs
Companion references
examples/workspace-snapshot.sample.jsonexamples/mcp/codex.example.jsonexamples/mcp/claude-desktop.example.jsonskills/site-mcp-consumer/SKILL.md
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 · 43 lines · 21 tokens per session scan A 0a54a45dd20a
site-overview-audit is a skill published in the GitHub repository xiaojiou176-open/campus-copilot (2 stars, last pushed 10d ago), licensed MIT. It adds 21 tokens to every session and 322 once invoked, about $0.0001 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.
Other skills, from other repositories
canvas-homework
Check Canvas for outstanding assignments and either surface the assignment, or draft a response in Max's voice. Use whenever Max asks what assignments / homework / coursework he still has to do, asks to pull an assignment's instructions or files from Canvas, or asks to start/draft an assignment. Orchestrates the…
myopenmath
Work a MyOpenMath / IMathAS math homework set that is launched from Canvas — read the questions, compute the answers, fill the boxes, and submit. Use whenever Max points at a MyOpenMath assignment, says a math homework is "in my Canvas", asks to do/finish/check a numbered homework like "2.1" or "2.2/2.3", or when a…
canvas-quiz
Work a Canvas-native quiz (Classic Quizzes) — find it, open the attempt, read every question, save it to output/, fill the answers, and stop short of submitting. Use whenever Max points at a Canvas quiz, asks about a "syllabus quiz" or a quiz he still has to take, asks what a quiz is asking, or when a Canvas…
mylab-pearson
Work a Pearson MyLab / MyLab Statistics / MathXL homework set or quiz — launch it through the popup, read each question, compute, fill the answer boxes, and submit. Use whenever Max points at a MyLab, MyLab Stats, Mastering, MathXL or Pearson assignment, says a stats homework is "in MyLab", asks to do/finish/check a…
crux
Invoke only when the user explicitly mentions $crux. When invoked, analyze papers, coach research, or support consequential decisions by finding the variable that could change the outcome, separating evidence from rhetoric, and controlling how much help to reveal. Do not activate for ordinary paper, research, or…
obsidian-mindset
Build and update Obsidian learning artifacts from user questions. Use when the user wants to learn concepts, decompose requests into task queues, create or revise question notes, generate or adjust concept comparison Canvas files, compress or overwrite a recent standard artifact, convert learning outputs, or route…