Hiring Panel Skill
A Claude Code skill: seven roles try to reject your resume, then it rebuilds it with no invented facts and reruns the screen
- 294 ★ on the repository
- Last commit
- MIT
Extended access
Why this level
- The skill reads a resume file that can hold personal data: name, phone, workplaces
- Each run spends subscription usage
- The skill writes files into a .hiring-panel/ folder next to the project
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add skills/hiring-panel-skillDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewExtended accessThe tool runs code or makes network calls and only reads external data.
- The skill reads a resume file that can hold personal data: name, phone, workplaces
- Each run spends subscription usage
- The skill writes files into a .hiring-panel/ folder next to the project
This is third-party code. Review the repository files before installing.
What it does
The `/hiring-panel` skill runs your resume through a panel of seven roles. The automated screen decides whether a human sees the resume at all: can it be read, are titles and dates clear, which key terms from the job are missing, and it returns PASS or REJECT with the lines it concerns. The hiring manager says what decided the outcome in the first ten seconds. Five readers then score independently, without seeing each other's notes: the hiring manager (can you do the job on day one), another applicant (where is your resume weaker than mine), the CEO (what did you change and by how much), the recruiter (30 seconds, top third) and a teammate. Each gives HIRE, MAYBE or PASS. The feedback merges into one list of mistakes, worst first. The skill rebuilds the resume with every one fixed, inventing no employers, titles, dates or numbers (where a fix needs a fact it leaves `[ADD: ...]`), and reruns the automated screen to show the verdict before and after. Output goes into `.hiring-panel/` as `PANEL.md` and `RESUME-IMPROVED.md`.
Who it is for. Job seekers sending dozens of applications who want to learn why they get rejected and receive a fixed resume with nothing made up.
Good fit when
- A resume goes out to many jobs and never reaches an interview
- Before applying to a specific job you want to check key terms and find weak spots
- You want a recruiter's read of the top third of the page in 30 seconds
- You want a fixed version with `[ADD: ...]` marks where a fact is missing
Not a fit when
- You need a guaranteed interview: the panel is a structured second opinion from language models
- You want an official analysis of a specific employer screening system: the skill simulates a screen and does not contact one
- The resume contains someone else's data: a model reads the file, so consider confidentiality
Example request
/hiring-panel ~/Documents/resume.pdf Senior product designer at a fintech startup, and attach the job posting textLimitations
One run makes eight sub-agent calls and spends your Claude plan usage. The result is a structured second opinion from language models and does not guarantee an interview. The skill invents no employers, titles, dates or numbers and leaves marks for facts, so part of the fixes need your own data. The project is by an independent author and is not affiliated with Anthropic. The last commit is from October 2026.
How to disable. Delete skills/hiring-panel from ~/.claude/skills/ or run /plugin uninstall hiring-panel-skill. Delete the generated .hiring-panel/ folder by hand; it holds the breakdown and the improved resume.
FAQ
Who sits on the panel?
The automated screen, a hiring manager and five independent readers: hiring manager, another applicant, CEO, recruiter and teammate. The result merges into one list of mistakes.
Does the skill invent facts?
No. It invents no employers, titles, dates or numbers, and where a fix needs a fact it leaves an `[ADD: ...]` mark and asks you.
What does a run cost?
One run is eight sub-agent calls counted against your Claude plan usage. The skill itself is free, with no signup or API key.
What should I attach besides the resume?
The job posting after the resume: key-term checks and the verdict then come out sharper.
Where are results written?
Into `.hiring-panel/` where you run the skill: PANEL.md with the breakdown and RESUME-IMPROVED.md with the new resume.
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 |
|---|---|---|---|
| Hiring Panel Skill (this card) | no | 294 | |
| Resume Optimizer | no | 571 | tailors a resume to a job; Hiring Panel first runs it through seven independent roles and shows a before and after verdict |
| Resume Builder Skill | no | 185 | builds a resume from scratch; Hiring Panel reviews an existing one and fixes it |
README in short
The description promises to show first why companies say no, then fix the resume. It goes on with the panel, three install routes, usage, caveats (no invented facts, no guaranteed interview, not made by Anthropic) and credit rules for the author.