LLMInternSkill skill
A Codex skill for LLM-internship resumes: tailoring to a posting, evidence checks on each line and interview question drills.
- 347 ★ on the repository
- Last commit
- MIT
Minimal access
Why this level
- Personal materials and the resume reach the agent's model
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add skills/llminternskillDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewMinimal accessThe tool runs nothing and makes no network calls.
- Personal materials and the resume reach the agent's model
This is third-party code. Review the repository files before installing.
What it does
LLMInternSkill, a set of instructions in `SKILL.md` plus examples, polishes resumes for LLM internships and ties them to a job posting. The core principle is that every line must survive interview questions, so claims receive a verdict from "can write" to "cannot write" or "cannot judge" and a note on which evidence to add. The skill audits a materials folder of code, paper notes, logs and screenshots, repackages thin projects into fact-based stories and generates interviewer questions with weak, passing and strong answers. When evidence is short it recommends open source projects to study and reproduce. The resume draft is built in a LaTeX template for PDF.
Who it is for. Students and graduates looking for an LLM internship who want a resume that survives technical questions.
Good fit when
- The resume must be rebuilt for a specific posting and its fit assessed.
- Projects look thin and you need to know which evidence is missing.
- Before the interview you want tough questions on RAG, agents or post-training.
- You need a PDF from the draft in a LaTeX template.
Not a fit when
- You want to embellish experience: the skill gives a "cannot write" verdict for unsupported claims.
- The resume is for a different specialty.
- You need spell-checking without working on substance.
Example request
Tailor my resume to this search-ranking internship posting, give each line a verdict and list which evidence is missing.Limitations
Documentation and examples are written for the Chinese market and large-company postings; other markets need adaptation. The skill works with your personal materials, so their content reaches the agent's model. An English README exists separately (`README_EN.md`). The skill does not replace actual knowledge: it points to weak spots and missing evidence but does not add experience that is absent. Before use, check the repository's current state and the version you rely on.
How to disable. Delete the `~/.codex/skills/llm-intern-skill` folder. Resumes and reports created stay in your materials folder.
FAQ
Which verdicts does the skill give?
Five: can write, write with care, write after adding evidence, cannot write, cannot judge.
What input does it need?
The original resume, optionally the posting text and a materials folder with code, notes, logs, screenshots and awards.
How is the PDF created?
The draft is built in the Bill Ryan LaTeX template.
Are there examples?
Yes. `examples/` holds inputs and outputs for RAG and agents, and the flagship example covers search ranking.
Are file write permissions needed?
The skill creates resume drafts and reports in your working folder, so write access is needed.
Discussion
No questions or reviews yet.
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Comparison with similar tools
Cards that share the main search query, and how they differ.
| Tool | Official | Repository stars | Main difference |
|---|---|---|---|
| LLMInternSkill (this card) | no | 347 | |
| Resume Skills | no | 3,153 | general resume techniques; this adds evidence checks and interview questions for LLM internships |
| Resume Optimizer | no | 571 | optimizes resumes in general; this targets the LLM intern profile |
README in short
The evidence principle: every resume line gets a verdict and a list of missing evidence before it has to be defended in an interview.