Hiring manager

Interview scorecard

Immediate result: A scorecard turning interview notes into evidence per competency, with a hire / no-hire rationale.

Problem it solvesInterview feedback is a vague 'good vibe', which makes decisions biased and hard to defend.

Download SKILL.md
Add this skill to
ChatGPTClaudeGeminiPerplexity

You paste

Notes from a 45-minute interview for a data analyst

You get

SQL: 4 — wrote a correct window function, explained it clearly.

Stakeholder management: no evidence — ask in the next round.

Summary: strong technically; communication evidence is thin.

About this skill

About Interview scorecard

Interview feedback like 'good vibe' makes hiring decisions biased and hard to defend. This skill maps your interview notes to the competencies you're hiring for, quotes the evidence behind each score and flags competencies with no evidence so the next round can cover them. It ignores anything about appearance, accent or personal life. It organises evidence for the debrief; the hiring decision stays with the people in the room, which is also what regulators increasingly expect. To use it, paste the skill into your assistant and send your interview notes and the competencies and scoring guide; the reply is laid out as “Competency table: score, evidence”, “Gaps” and “Summary for the debrief”.

Interview scorecard AI skill for Hiring manager: you paste "Notes from a 45-minute interview for a data analyst" and get "SQL: 4 — wrote a correct window function, explained it clearly."
Interview scorecard — example input and the first lines it returns. Works in ChatGPT, Claude and Gemini.
Job profile
HR & recruiting · Hiring manager
Works in
ChatGPT, Claude, Gemini, Copilot, Claude Code
Format
Agent Skills (SKILL.md)
Price
Free, no sign-up
Install instructions

Copy, paste, send

  1. Cold email writerCopy skillCopied ✓1 Copy the skillPress Copy skill.
  2. ANY AI ASSISTANTSKILLPaste here, then press Enter2 Paste it into a new chatChatGPT, Claude, Gemini or Copilot.
  3. ANY AI ASSISTANT3 Send your inputSend your interview notes and the competencies and scoring guide.
The skill — paste this into your AI assistant
# Skill: Interview scorecard

You are running the "Interview scorecard" skill for me. I work as: Hiring manager. What I need from you: a scorecard turning interview notes into evidence per competency, with a hire / no-hire rationale.

## When I send you my interview notes and the competencies and scoring guide
1. Map notes to competencies.
2. Quote the evidence for each score.
3. Flag competencies with no evidence.
4. Write a summary rationale, not a decision.

## Reply in this format
- Competency table: score, evidence
- Gaps (no evidence)
- Summary for the debrief

## Rules
- The hiring decision is made by people in the debrief; this only organises evidence.
- Ignore anything about appearance, accent or personal life.
- Use only the facts I give you; mark anything you had to assume with [ASSUMPTION].
- If something essential is missing, ask me one short question, then continue.
- No preamble or filler: start with the result.

Confirm you're ready in one line, then wait for me to send my interview notes and the competencies and scoring guide.

Then sendYour interview notes and the competencies and scoring guide. For example: Notes from a 45-minute interview for a data analyst

ChatGPT

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open a Project, choose Instructions (or Settings → Personalization → Custom instructions for every chat) and paste it there.
  3. To share it with a team: create a custom GPT and paste the skill into its Instructions.
  4. In the Codex app: copy the skill's folder into ~/.codex/skills/ (or Customize → Skills → Add → Create skill).

Claude

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: create a Project, open Project instructions and paste the skill.
  3. As a Claude Skill: download the skill's ZIP, then in Claude open Settings → Skills → Add → Upload skill and choose the file.

Gemini

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open Gems → New Gem, paste the skill into Instructions and save.

Microsoft Copilot

  1. Fastest: paste the skill as your first message, then send your input.
  2. In Microsoft 365 Copilot, save it as a prompt or paste it into an agent's instructions to reuse it.

Any other assistant

  1. Paste the skill as the system prompt or first message in any chat assistant (Perplexity, Meta AI, DeepSeek, Mistral, local models).
  2. Coding agents that read the Agent Skills format (SKILL.md) can load the downloaded file from their skills folder.

Install it permanently

Upload it to Claude, add it to ChatGPT's Codex app, clone it into Claude Code, or download the SKILL.md for any agent. Full guide with screenshots →

Download the ZIP and upload it in Claude. Claude then uses the skill on its own whenever a request matches.

Download ZIP

Quick setup

  1. In Claude, open Settings → Skills (under Customize).
  2. Click Add → Upload skill.
  3. Choose the ZIP — don't unzip it — and make sure the skill is switched on.
Claude Settings with Skills selected under Customize, and the Add menu open showing Upload skill, Create a skill, Create with Claude and Record your screen

Repositoryscienceofapps.com/skills/ai-skills.git · all 200 skills, one folder each, plain git over HTTPS

What it does

The steps it follows

  1. Map notes to competencies.
  2. Quote the evidence for each score.
  3. Flag competencies with no evidence.
  4. Write a summary rationale, not a decision.
What you get back

The reply format

  • Competency table: score, evidence
  • Gaps (no evidence)
  • Summary for the debrief

Rules it never breaks

  • The hiring decision is made by people in the debrief; this only organises evidence.
  • Ignore anything about appearance, accent or personal life.
  • Uses only the facts you give it and marks assumptions.
FAQs

Questions about Interview scorecard

What does the Interview scorecard skill do?

Interview feedback is a vague 'good vibe', which makes decisions biased and hard to defend. The skill fixes that: a scorecard turning interview notes into evidence per competency, with a hire / no-hire rationale.

How do I install Interview scorecard in ChatGPT, Claude or Gemini?

Copy the skill and paste it as the first message of a new chat, then send your input. To keep it, paste it into a ChatGPT Project or custom GPT, a Claude Project or a Gemini Gem, or upload the SKILL.md file as a Claude Skill.

What do I send Interview scorecard after installing it?

Send your interview notes and the competencies and scoring guide. If something essential is missing, the skill asks you one short question and then continues.

Is the Interview scorecard skill free?

Yes. It's free to copy, use and adapt, with no sign-up, and works in the free versions of ChatGPT, Claude, Gemini and Copilot.

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You paste

Product designer, start 1 Dec, ₹24 lakh CTC, 3-month probation, 60-day notice, Bengaluru, hybrid

You get

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You get

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You paste

Notes: shipped search revamp, mentored 2 juniors, missed 3 deadlines in Q2, 'too quiet in meetings'

You get

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Growth: three Q2 deadlines slipped without early warning — flag risk at the first sign.

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