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 OpenMinis/MinisSkills --skill maimai-hubgit clone --depth 1 https://github.com/OpenMinis/MinisSkillsWrote 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/openminis/minisskills/maimai-hub)<a href="https://agentmods.dev/skills/openminis/minisskills/maimai-hub"><img src="https://agentmods.dev/badge/skills/openminis/minisskills/maimai-hub/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/openminis/minisskills/maimai-hub"><img src="https://agentmods.dev/badge/skills/openminis/minisskills/maimai-hub.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00000 | $0.01318 |
| Opus 5 | $0.00000 | $0.00659 |
| Sonnet 5 | $0.00000 | $0.00264 |
| Haiku 4.5 | $0.00000 | $0.00132 |
Grade A, and why
maimai-hub 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.
How it starts
The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
maimai-hub
Authentication Process
Before each use, retrieve the latest cookies with browser_use get_cookies. This must be done on the desktop version of the page because the mobile version does not include csrftoken:
1. browser_use set_user_agent → desktop_safari
2. browser_use navigate → https://maimai.cn/web/search_center
3. browser_use get_cookies → save to env file
4. Confirm that the env file contains COOKIE_CSRFTOKEN (otherwise, retry steps 2-3)
Example ENV file path: /var/minis/offloads/env_cookies_maimai_cn_XXXXXXXX.sh
Colleague Circle Fallback Plan (When the API Is Unavailable)
When the script returns an empty array or HTTP 404, automatically switch to reading the page content directly in the browser:
Colleague Circle page URL format:
https://maimai.cn/company/gossip_discuss?webcid=<WEBCID>
Note: The old paths /web/gossip_discuss and /community/gossip_discuss now both return 404.
You must use /company/gossip_discuss.
Fallback steps:
1. browser_use navigate → https://maimai.cn/company/gossip_discuss?webcid=<WEBCID>
2. Scroll multiple times to load more content (scroll down × 4~6, 800px each time)
3. Extract post text with browser_use get_readable or execute_js:
document.querySelectorAll('[class*="content"],[class*="text"],[class*="body"]')
Filter criteria: length 15~800, exclude noise such as "Maimai", "illegal", and "Colleague Circle popularity"
4. Deduplicate the extracted results, then compile and summarize them
Script Invocation
Script: /var/minis/skills/maimai-hub/scripts/maimai.py
# Colleague Circle posts (must be an employee of that company)
python3 /var/minis/skills/maimai-hub/scripts/maimai.py gossip_circle \
--webcid 9AG14xzt --count 20 --env <ENV_FILE>
# Look up a Colleague Circle by company name (automatically finds webcid)
python3 /var/minis/skills/maimai-hub/scripts/maimai.py gossip_circle \
--company Ant Group --count 20 --env <ENV_FILE>
# Site-wide Career Insights feed
python3 /var/minis/skills/maimai-hub/scripts/maimai.py gossip_feed \
--tab hot --count 20 --env <ENV_FILE>
# tab: hot(Trending) | new(Latest) | follow(Following) | recommend(Recommended)
# Colleague Circle popularity ranking (gets popular company webcids)
python3 /var/minis/skills/maimai-hub/scripts/maimai.py circle_rank \
--env <ENV_FILE>
# Look up webcid by company name
python3 /var/minis/skills/maimai-hub/scripts/maimai.py search_company \
--name ByteDance --env <ENV_FILE>
What ships with it
1 file 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.
- 11d ago First seen · 115 lines · 0 tokens per session scan A 21a0cbc80337
maimai-hub is a skill published in the GitHub repository OpenMinis/MinisSkills (409 stars, last pushed 7d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,318 tokens. 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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