BZD CUMCM School Awards Agent Skill

Query 2021-2025 CUMCM school awards and 2026 forecasts, or assess a student's preparation distance from provincial and national awards…

Context cost
800 tokensestimated from the bundle, loaded when it triggers
Bundle
3 of 4 fileshanded out here; the rest is at its source
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Query 2021-2025 CUMCM school awards and 2026 forecasts, or assess a student's preparation distance from provincial and national awards using school history and prior modeling experience.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

documentation

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md2.9 kB · preview
--- name: bzd-cumcm-school-awards ---
5# BZD CUMCM School Awards
6
7Use the bundled workbook as the only source for school counts. Two modes: **学校画像** and **备赛进度评估**.
8
9## 查询
10Run python scripts/query_school.py --school "学校名称" --region "赛区".
11- ok: output 2021-2025 first/second prizes, totals, 2026 forecast, frequent advisor and appearances.
12- ambiguous: show candidates and ask for confirmation.
13- not_found: output: “非常遗憾,按当前榜单口径,您所在的高校过去5年没有获得国奖成绩。对于这类学校,本年度可能获得国奖的经验概率为6.81%。” State that 6.81% is an owner-supplied school-level heuristic, not an individual probability or official result.
14
15## 备赛评估
16First query the school. Then ask only for missing information: 是否参加过其他数模竞赛、次数和名称、是否获奖及等级、完整模拟/论文次数、目标奖项. Output **学校基础、个人准备度、目标差距、下一步行动**.
17
18### 省三
19- No experience: recommend 1-2 complete timed simulations.
20- Prior competition with an award: encourage participation; one rehearsal if possible.
21- Prior competition without an award: use $bzd-review-paper when available to review the previous paper, then complete 1-2 simulations.
22- Say “具备省三竞争基础”; never promise an award.
23
24### 省一/省二
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md331 words
Files3
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈60
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
740
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
0.40%
of a 200k window
Ten skills this size would take about 4% of the window before you open a file.
050k100k150k200k context window

800 tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 3 of the 4 files in its source folder; the list here names 3 files, 5.4 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to. The other one is not in the download — listed after these, with why.

  • SKILL.md2.9 kB
  • agents/openai.yaml0.3 kB
  • scripts/query_school.py2.2 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take it from its source.

  • assets/高教社杯国赛学校综合统计与2026预测.xlsxread · not carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the download is 3 files — not the whole of its source: 1 file is left out, and the skill reads it. It is listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# BZD CUMCM School Awards · 800 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bzd-cumcm-school-awards/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bzd-cumcm-school-awards" ] && { [ ! -e .claude/skills/bzd-cumcm-school-awards ] || { mv .claude/skills/bzd-cumcm-school-awards "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bzd-cumcm-school-awards" .claude/skills/ && echo "Installed .claude/skills/bzd-cumcm-school-awards"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add bzdmathclub/bzd-cumcm-school-awards

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/bzd-cumcm-school-awards/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bzd-cumcm-school-awards/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bzd-cumcm-school-awards" ] && { [ ! -e ~/.claude/skills/bzd-cumcm-school-awards ] || { mv ~/.claude/skills/bzd-cumcm-school-awards "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bzd-cumcm-school-awards" ~/.claude/skills/ && echo "Installed ~/.claude/skills/bzd-cumcm-school-awards" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/bzd-cumcm-school-awards/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 1 file of its source, which its SKILL.md or scripts read (which one, and why). Take it from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencebzdmathclub/bzd-cumcm-school-awards

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

BZ
BZDmathclub

Publishes on mcprush.

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