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 openclaw-readonly-consumergit 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/openclaw-readonly-consumer)<a href="https://agentmods.dev/skills/xiaojiou176-open/campus-copilot/openclaw-readonly-consumer"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/campus-copilot/openclaw-readonly-consumer/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/openclaw-readonly-consumer"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/campus-copilot/openclaw-readonly-consumer.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 | $0.00033 | $0.00582 |
| Opus 5.5 | $0.00013 | $0.00233 |
| Sonnet 5.5 | $0.00007 | $0.00116 |
| Haiku 4.5 | $0.00003 | $0.00058 |
Grade A, and why
openclaw-readonly-consumer 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 1mo 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 — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenClaw-Style Read-Only Consumer
Use this skill when your local operator/runtime behaves like an OpenClaw-style shell and you want CampusCopilot to stay on the snapshot-first / thin-BFF-first / read-only side.
Think of CampusCopilot as the labeled binder on the desk:
- CampusCopilot provides structured academic context
- your local runtime decides how to consume that context
- CampusCopilot does not become a browser-control plugin or write-capable operator loop
Start with the narrowest path
- If you need cross-site health, provider readiness, read-only ask, or export tools, start with:
pnpm --filter @campus-copilot/mcp-server start
- If you only need one site's snapshot records, use:
pnpm --filter @campus-copilot/mcp-readonly start:<site>
- If you only need local provider status or cited-AI chat on the Campus semantic contract, use:
pnpm start:api
Inputs
- one local snapshot such as
examples/workspace-snapshot.sample.json - one local runtime that can launch stdio commands
- optional support for the same
mcpServersJSON shape used by Codex/Claude-style MCP setups
Recommended flow
- Export a safe snapshot path:
export CAMPUS_COPILOT_SNAPSHOT="$PWD/examples/workspace-snapshot.sample.json"
- Start with the generic MCP server unless you already know you only need one site.
- If your runtime explicitly accepts the same
mcpServersJSON shape, adapt:examples/integrations/codex-mcp.example.jsonexamples/integrations/claude-code-mcp.example.json
- If it does not accept that exact shape, stay with the direct command snippets from:
examples/openclaw-readonly.md
- Keep all claims snapshot-scoped and read-only.
Good fit
- OpenClaw-style local consumers that need one truthful starting recipe
- imported snapshot review without reopening live browser automation
- read-only MCP or local BFF consumption over Campus-owned semantics
Not a fit
- live browser takeover
- posting, replying, or submitting on external sites
- inventing an official plugin or marketplace contract
- hosted autonomy positioning
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.
- 1mo ago First seen · 62 lines · 33 tokens per session scan A d17f331a1f34
openclaw-readonly-consumer is a skill published in the GitHub repository xiaojiou176-open/campus-copilot (2 stars, last pushed 1mo ago), licensed MIT. It adds 33 tokens to every session and 582 once invoked, about $0.0001 per session on Opus 5.5. 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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