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Final Exam Prep Assistant Agent Skill

Transforms raw course materials into structured study notes, targeted practice questions, and score-oriented answer keys for efficient…

Install this skill Read the source first Free Written by lucianwhy
Context cost
232.1k tokensestimated from the bundle; more than a 200k window holds
Bundle
200 of 330 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

用于期末复习、考前突击、题目生成、知识点辅导、复习资料清洗等场景。基于用户上传课程资料开展工作，优先参考历年真题、老师PPT、平时作业和 Markdown 资料；先用 markitdown 转 Markdown，再清洗材料，最后生成题目、答案和偏考试得分导向的解析。

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
Filed under

Learning & 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.md11.5 kB · preview
--- name: final-review ---
6# 期末复习 Skill
7
8把用户资料整理成偏考试导向的笔记、题目和解析。
9
10## 引导对话
11
12Skill 被调用后，**第一步不是开始转换材料或出题，而是先和用户对话一轮**，把考试信息和资料源信息收集清楚，写入 AGENT.md，以后不复述。
13
14### 触发时机
15
16- 用户触发 final-review skill
17- 当前 AGENT.md 中考试信息为空或标注"待补充"
18- 用户已明确表示进入复习场景
19
20### 不触发引导的情况
21
22- AGENT.md 中已有完整信息（不标注"待补充"）
23- 用户说"这次不改 AGENT.md"或"只在这个对话里做"
24- 用户已经在前一轮对话中说过
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md564 words
Files200
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.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
232,010
on trigger
The instruction body and 199 supporting files, read only when the skill fires.
1.2×
a 200k window
It does not fit in the window: loaded whole, it would need more room than the model has.
050k100k150k200k context window

232.1k tokens, estimated from the bundle at four bytes to the token — more than the whole window, so it cannot all be held at once: the model reads SKILL.md when the skill fires and the other files only as the instructions call for them. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

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 200 of the 330 files in its source folder; the list here names 200 files, 1979.9 kB on disk. Mostly text — the instructions the model reads — with 82 scripts in it that your client would run only if the instructions tell it to. The other 130 are not in the download, nor are at least 47 files of types a skill download does not carry — the first 100 are listed after these, with why.

  • SKILL.md11.5 kB
  • AGENT.md3.7 kB
  • README.en.md3.1 kB
  • README.md17.1 kB
  • compose.yaml2.5 kB
  • pyproject.toml1.2 kB
  • test-material.md0.3 kB
  • backups/course-chat-live-deepseek.json12.5 kB
  • backups/m3-02-diagnostic-2026-10-05.json1.5 kB
  • backups/m3-02-diagnostic-repeat-2026-10-05.json1.5 kB
  • backups/m3-02-root-cause-2026-10-05.md4.1 kB
  • docs/Untitled.md0.1 kB
  • docs/architecture.md6.7 kB
  • docs/backlog.md52.3 kB
  • docs/course-chat-context.md5.7 kB
  • docs/five-ppt-note-benchmark-2026-10-03.md1.3 kB
  • docs/local-postgres.md1.5 kB
  • docs/m1-03-manual-test.md1.9 kB
  • docs/m1-06-manual-test.md2.6 kB
  • docs/m1-09-acceptance-2026-10-04.md8.8 kB
  • docs/m2-03-acceptance-2026-10-04.md4.2 kB
  • docs/m2-04-acceptance-2026-10-04.md5.1 kB
  • docs/m2-05-06-acceptance-2026-10-04.md3.9 kB
  • docs/m3-02-acceptance-2026-10-04.md4.4 kB
  • docs/note-exports.md5.1 kB
  • docs/note-review.md5.0 kB
  • docs/product-requirements.md15.1 kB
  • docs/quiz-config-dialog-testing.md3.3 kB
  • docs/quiz-draft-generation.md7.3 kB
  • docs/quiz-generation-contract.md8.4 kB
  • eval/README.md1.0 kB
  • eval/cases.json2.0 kB
  • eval/run.py3.6 kB
  • examples/course.md0.6 kB
  • examples/demo.py2.2 kB
  • frontend/README.md1.6 kB
  • frontend/home.css5.1 kB
  • frontend/index.html0.3 kB
  • frontend/materials.html5.0 kB
  • frontend/package-lock.json142.7 kB
  • frontend/package.json0.6 kB
  • frontend/pages.css10.4 kB
  • frontend/playwright.config.ts0.6 kB
  • frontend/quiz.html4.5 kB
  • frontend/report.html4.1 kB
  • frontend/tsconfig.json0.2 kB
  • frontend/vite.config.ts0.4 kB
  • scripts/backfill_note_conversations.py3.4 kB
  • scripts/benchmark_note_five_ppt.py8.2 kB
  • scripts/check_course_chat_live.py5.0 kB
  • scripts/check_m1_09_acceptance.py20.6 kB
  • scripts/check_note_exports_postgres.py1.6 kB
  • scripts/check_quiz_live.py6.1 kB
  • scripts/check_quiz_postgres.py1.4 kB
  • scripts/check_slide_block_live.py4.3 kB
  • scripts/rebuild_course_materials.py2.6 kB
  • scripts/rebuild_materials.py5.8 kB
  • tests/conftest.py20.6 kB
  • tests/quiz_fixture.py3.1 kB
  • tests/test_agent.py4.8 kB
  • tests/test_api.py25.4 kB
  • tests/test_course_chat.py18.1 kB
  • tests/test_exports.py14.2 kB
  • tests/test_exports_postgres.py5.1 kB
  • tests/test_llm.py9.3 kB
  • tests/test_m0.py11.0 kB
  • tests/test_m1_jobs.py3.9 kB
  • tests/test_m1_locators.py9.2 kB
  • tests/test_m1_management.py9.6 kB
  • tests/test_m1_materials.py17.2 kB
  • tests/test_m2_history_postgres.py11.6 kB
  • tests/test_m2_note_draft.py6.1 kB
  • tests/test_m2_note_input.py27.7 kB
  • tests/test_m2_note_review.py10.7 kB
  • tests/test_m3_quiz_config.py16.1 kB
  • tests/test_m3_quiz_contract.py12.8 kB
  • tests/test_m3_quiz_generation.py18.7 kB
  • tests/test_m3_quiz_postgres.py10.3 kB
  • tests/test_note_content.py0.8 kB
  • tests/test_note_jobs.py22.6 kB
  • tests/test_note_review_postgres.py9.3 kB
  • tests/test_postgres.py1.2 kB
  • tests/test_postgres_migrations.py51.9 kB
  • tests/test_rag.py3.1 kB
  • tests/test_rendering.py1.5 kB
  • tests/test_slide_understanding.py21.8 kB
  • tests/test_surreal.py4.0 kB
  • tests/workbench_server.py5.2 kB
  • .github/workflows/test.yml1.2 kB
  • backups/m1-09-acceptance-15fb1f5c/live-block-counterexamples.json7.6 kB
  • backups/m1-09-acceptance-15fb1f5c/report.json6.6 kB
  • backups/m1-09-acceptance-8b87cf62/report.json2.6 kB
  • backups/m1-09-acceptance-ae6b0b59/report.json3.9 kB
  • backups/m1-09-acceptance-c287e5a5/report.json2.9 kB
  • backups/m1-09-acceptance-d6b0bb2d/live-block-counterexamples.json8.1 kB
  • backups/m1-09-acceptance-d6b0bb2d/report.json6.1 kB
  • backups/m1-09-acceptance-dff11c15/live-block-counterexamples.json8.1 kB
  • backups/m1-09-acceptance-dff11c15/report.json6.2 kB
  • backups/m1-09-acceptance-e9cf146b/report.json0.2 kB
  • backups/m1-09-real-course-review/readings.json5.2 kB
  • backups/m1-09-real-course-review/review.json1.0 kB
  • db/migrations/001_database_auth.sql5.0 kB
  • db/migrations/002_m0_domain_contracts.sql4.9 kB
  • db/migrations/003_m0_database_hardening.sql14.3 kB
  • db/migrations/004_m1_material_jobs.sql1.3 kB
  • db/migrations/005_note_jobs.sql0.5 kB
  • db/migrations/006_external_upload_dedup.sql0.4 kB
  • db/migrations/007_note_review.sql0.8 kB
  • db/migrations/008_note_exports.sql0.5 kB
  • db/migrations/009_quiz_drafts.sql4.7 kB
  • docs/decisions/0001-mvp-defaults.md3.6 kB
  • docs/plans/m0-implementation-plan.md17.5 kB
  • docs/plans/m0-remediation-plan.md16.5 kB
  • docs/plans/mvp-roadmap.md23.6 kB
  • frontend/e2e/chat.spec.ts45.3 kB
  • frontend/e2e/materials.spec.ts26.6 kB
  • frontend/e2e/notes.spec.ts22.1 kB
  • frontend/e2e/quiz-config.spec.ts4.7 kB
  • frontend/e2e/quiz-drafts.spec.ts3.6 kB
  • frontend/e2e/workbench.spec.ts3.0 kB
  • frontend/src/ChatHome.tsx44.6 kB
  • frontend/src/ChatSources.tsx3.9 kB
  • frontend/src/CourseSwitcher.tsx11.0 kB
  • frontend/src/MaterialSelect.tsx1.4 kB
  • frontend/src/Materials.tsx33.5 kB
  • frontend/src/NavigationIcon.tsx1.8 kB
  • frontend/src/NoteConfigDialog.tsx7.2 kB
  • frontend/src/NoteExport.tsx10.9 kB
  • frontend/src/NoteGeneration.tsx11.2 kB
  • frontend/src/NoteMaterialPicker.tsx16.4 kB
  • frontend/src/Notes.tsx37.9 kB
  • frontend/src/QuizConfigDialog.tsx15.1 kB
  • frontend/src/QuizDraftPreview.tsx4.7 kB
  • frontend/src/QuizDrafts.tsx1.9 kB
  • frontend/src/Topbar.tsx0.3 kB
  • frontend/src/Workbench.tsx20.2 kB
  • frontend/src/main.tsx11.6 kB
  • frontend/src/materials.css13.4 kB
  • frontend/src/note-material-picker.css11.8 kB
  • frontend/src/notes.css15.9 kB
  • frontend/src/quiz-drafts.css1.2 kB
  • frontend/src/styles.css34.9 kB
  • frontend/src/workbench-api.ts2.5 kB
  • frontend/src/workbench.css7.9 kB
  • src/final_review/__init__.py0.1 kB
  • src/final_review/agent.py51.8 kB
  • src/final_review/api.py112.9 kB
  • src/final_review/auth.py8.5 kB
  • src/final_review/checkpoints.py4.3 kB
  • src/final_review/config.py6.8 kB
  • src/final_review/course_chat.py13.6 kB
  • src/final_review/domain.py45.2 kB
  • src/final_review/export_jobs.py3.3 kB
  • src/final_review/export_pdf.py1.4 kB
  • src/final_review/exports.py15.6 kB
  • src/final_review/llm.py17.6 kB
  • src/final_review/material_conversion.py18.0 kB
  • src/final_review/material_jobs.py5.7 kB
  • src/final_review/migrations.py4.5 kB
  • src/final_review/note_content.py1.5 kB
  • src/final_review/note_jobs.py6.7 kB
  • src/final_review/plain_material_text.py1.1 kB
  • src/final_review/policy.py1.5 kB
  • src/final_review/postgres.py50.6 kB
  • src/final_review/quiz_config.py9.2 kB
  • src/final_review/quiz_contract.py14.7 kB
  • src/final_review/quiz_generation.py20.0 kB
  • src/final_review/quiz_jobs.py13.7 kB
  • src/final_review/rag.py9.7 kB
  • src/final_review/rendering.py2.3 kB
  • src/final_review/schemas.py17.7 kB
  • src/final_review/slide_understanding.py19.1 kB
  • src/final_review/source_locators.py3.8 kB
  • src/final_review/storage.py10.3 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/candidate.json6.6 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/candidate.json5.7 kB
  • backups/m1-09-acceptance-8b87cf62/controlled-slides.analysis/candidate.json2.2 kB
  • backups/m1-09-acceptance-ae6b0b59/batch-slides.analysis/candidate.json2.3 kB
  • backups/m1-09-acceptance-ae6b0b59/controlled-slides.analysis/candidate.json2.3 kB
  • backups/m1-09-acceptance-c287e5a5/controlled-slides.analysis/candidate.json2.5 kB
  • backups/m1-09-acceptance-d6b0bb2d/batch-slides.analysis/candidate.json5.5 kB
  • backups/m1-09-acceptance-d6b0bb2d/controlled-slides.analysis/candidate.json5.5 kB
  • backups/m1-09-acceptance-dff11c15/batch-slides.analysis/candidate.json5.6 kB
  • backups/m1-09-acceptance-dff11c15/controlled-slides.analysis/candidate.json5.6 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/336376acd3e59eb201f2a4b5e2dfce09c878a6f77962c8d12f09ee9307797c7f.json3.5 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/54736bd1f84f966c195c518aec02c8fdb28d5aecf60226fc3c2c12fc7ccb54cd.json6.3 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/5ae37af2ffc259151ac61f1592124dac76f8f98a680cf8302021d3c18888426b.json0.5 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/8f38a319d414171053f9555e023959743a79bad40de586dfff4a34ff5b866811.json0.8 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/96e6783b3010d526fd89453ffae525bd73094912a1ecf9873e0afc8e6aca5157.json4.1 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/ae6abb4faf675252ad4164d9944671047fb4a1fb8c8e8134d5da751dfeb8c390.json0.4 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/b28eb4c8d24c442d31da42c1e9d375aef14df666deca9fb6b3dfadbd3d3493f7.json0.4 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/effa49c34ff80f8c69429160cf4227b5fa4593cbc871817932648e7c67ed24e1.json1.6 kB
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/readings/faf30ce0a23f0a136d8319fd5da45a2937238872cc78a98bcf5aa875b4500bce.json0.5 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/336376acd3e59eb201f2a4b5e2dfce09c878a6f77962c8d12f09ee9307797c7f.json3.5 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/54736bd1f84f966c195c518aec02c8fdb28d5aecf60226fc3c2c12fc7ccb54cd.json5.1 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/5ae37af2ffc259151ac61f1592124dac76f8f98a680cf8302021d3c18888426b.json0.5 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/8f38a319d414171053f9555e023959743a79bad40de586dfff4a34ff5b866811.json0.5 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/96e6783b3010d526fd89453ffae525bd73094912a1ecf9873e0afc8e6aca5157.json4.1 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/ae6abb4faf675252ad4164d9944671047fb4a1fb8c8e8134d5da751dfeb8c390.json0.4 kB
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/readings/b28eb4c8d24c442d31da42c1e9d375aef14df666deca9fb6b3dfadbd3d3493f7.json0.4 kB

Not in the download

The first 100 are named here, those the skill reads first. 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 them from its source.

  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/batch-slides.pptxread · not carried
  • backups/m1-09-acceptance-15fb1f5c/broken.pptxread · not carried
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/controlled-slides.pptxread · not carried
  • backups/m1-09-acceptance-15fb1f5c/image-only.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/mixed-image.pngread · not carried
  • backups/m1-09-acceptance-15fb1f5c/unreadable-slide.pngread · not carried
  • backups/m1-09-acceptance-8b87cf62/controlled-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-8b87cf62/controlled-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-8b87cf62/controlled-slides.pptxread · not carried
  • backups/m1-09-acceptance-8b87cf62/image-only.pngread · not carried
  • backups/m1-09-acceptance-8b87cf62/mixed-image.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/batch-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/batch-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/batch-slides.pptxread · not carried
  • backups/m1-09-acceptance-ae6b0b59/broken.pptxread · not carried
  • backups/m1-09-acceptance-ae6b0b59/controlled-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/controlled-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/controlled-slides.pptxread · not carried
  • backups/m1-09-acceptance-ae6b0b59/image-only.pngread · not carried
  • backups/m1-09-acceptance-ae6b0b59/mixed-image.pngread · not carried
  • backups/m1-09-acceptance-c287e5a5/controlled-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-c287e5a5/controlled-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-c287e5a5/controlled-slides.pptxread · not carried
  • backups/m1-09-acceptance-c287e5a5/image-only.pngread · not carried
  • backups/m1-09-acceptance-c287e5a5/mixed-image.pngread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/batch-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/batch-slides.analysis/slide-002.sourceread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/batch-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/batch-slides.pptxread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/broken.pptxread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/controlled-slides.analysis/slide-001.pngread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/controlled-slides.analysis/slide-002.sourceread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/controlled-slides.analysis/slide-003.pngread · not carried
  • backups/m1-09-acceptance-d6b0bb2d/controlled-slides.pptxread · not carried
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What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 82 scripts beside the text, so the download is 200 files — not the whole of its source: at least 177 files are left out, and the skill reads 53 of them. The first 100 are 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.

# Final Exam Prep Assistant · 232.1k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/final-exam-prep-assistant/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/final-exam-prep-assistant" ] && { [ ! -e .claude/skills/final-exam-prep-assistant ] || { mv .claude/skills/final-exam-prep-assistant "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/final-exam-prep-assistant" .claude/skills/ && echo "Installed .claude/skills/final-exam-prep-assistant"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add lucianwhy/final-exam-prep-assistant

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/final-exam-prep-assistant/ 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/final-exam-prep-assistant/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/final-exam-prep-assistant" ] && { [ ! -e ~/.claude/skills/final-exam-prep-assistant ] || { mv ~/.claude/skills/final-exam-prep-assistant "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/final-exam-prep-assistant" ~/.claude/skills/ && echo "Installed ~/.claude/skills/final-exam-prep-assistant" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/final-exam-prep-assistant/ 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. It appears as final-review in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, final-exam-prep-assistant. Not in this download: at least 177 files of its source, 53 of them read by its SKILL.md or scripts (the list, and why). Take them 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
Referencelucianwhy/final-exam-prep-assistant

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

LU
lucianwhy

Publishes on mcprush.

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