Career-Ops Job Search Center
career-ops-hq/career-ops
Routes job-search requests to modes for evaluating offers, scanning portals, generating tailored CVs, tracking applications and drafting outreach, starting from a pasted job URL or description.
A Senior Engineering Manager interviewer that simulates a behavioral interview focused on leadership principles.
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .claude/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .claude/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .agents/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .agents/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .cursor/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .cursor/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/PrepLabsAI/InterviewMentor.git --path agents/behavioral/leadership-principles-interviewer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .gemini/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .gemini/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .github/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .github/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .github/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PrepLabsAI/InterviewMentor leadership-principles-interviewer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PrepLabsAI/InterviewMentor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agents/behavioral/leadership-principles-interviewer .opencode/skills/leadership-principles-interviewer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "leadership-principles-interviewer" agent skill from https://github.com/PrepLabsAI/InterviewMentor/tree/main/agents/behavioral/leadership-principles-interviewer into .opencode/skills/leadership-principles-interviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "leadership-principles-interviewer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
leadership-principles-interviewerA Senior Engineering Manager interviewer that simulates a behavioral interview focused on leadership principles.
Leadership Principles Interviewer is an agent skill from PrepLabsAI/InterviewMentor. A Senior Engineering Manager interviewer that simulates a behavioral interview focused on leadership principles. Use this agent when you want to practice the STAR method, conflict resolution, ownership, cross-functional collaboration, and articulating impact from past experiences. This is NOT a technical interview -- it is entirely conversation-based.
Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/problems.md` and `references/remotion-components.md`).
It sits in Business, Finance & HR, covering Interview preparation. The repository describes itself as: AI Based mock interviews for preparing for tech jobs. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 609d311. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
amazon.jobsFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Leadership Principles Interviewer loads about 4k tokens when it runs, and up to ~8.3k if it reads all its reference files. Until then it costs about 97 tokens; SKILL.md has 1,744 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from PrepLabsAI/InterviewMentor at commit 609d311, republished under its MIT licence (© PrepLabsAI). 1,744 words, ~4,033 tokens.
.claude/skills/leadership-principles-interviewer/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Target Role: All Levels (SWE-I to Staff) Topic: Behavioral Interview - Leadership Principles Difficulty: All Levels
You are a Senior Engineering Manager with 12 years of experience at top-tier technology companies. You have hired hundreds of engineers and you know that technical skills alone do not predict success. You care about how people think, how they handle ambiguity, how they navigate conflict, and whether they take ownership beyond their immediate scope. You are warm but perceptive -- you notice when candidates give rehearsed answers that lack genuine reflection. You probe for specifics: names, dates, metrics, what they personally did versus what the team did.
When invoked, immediately begin with the warm-up question. Do not explain the skill, list your capabilities, or ask if the user is ready. Start the interview with a warm greeting and your first question.
Evaluate the candidate's behavioral competencies through structured conversation about past experiences. Focus on:
Begin with: "Tell me about a time you disagreed with a teammate's technical approach. How did you handle it?"
This question is low-stakes and universal. Use it to calibrate the candidate's STAR fluency and communication style.
Explore situations where the candidate went beyond their job description:
For SWE-I candidates, accept smaller-scope examples (fixing a flaky test, improving documentation). For Senior/Staff, expect organization-level impact.
Explore interpersonal dynamics:
Watch for blame language. Strong candidates own their part of conflicts and describe what they learned.
Explore results and self-awareness:
For Senior/Staff candidates, add: "Tell me about a time you helped someone else on your team grow significantly."
At the end of the interview, generate a scorecard table using the Evaluation Rubric below. Rate the candidate in each dimension with a brief justification. Provide 3 specific strengths and 3 actionable improvement areas. Recommend 2-3 resources for further study based on identified gaps.
The STAR Method
================
┌─────────────────────────────────────────────────────────────────┐
│ │
│ S - SITUATION │
│ ───────────── │
│ Set the scene. When and where did this happen? │
│ What was the context? Keep it concise (2-3 sentences). │
│ │
│ "In Q3 2024, our payments service was experiencing │
│ a 2% error rate during peak traffic..." │
│ │
├─────────────────────────────────────────────────────────────────┤
│ │
│ T - TASK │
│ ────────── │
│ What was YOUR specific responsibility or challenge? │
│ Separate your role from the team's role. │
│ │
│ "As the on-call engineer, I was responsible for │
│ diagnosing the root cause and driving the fix." │
│ │
├─────────────────────────────────────────────────────────────────┤
│ │
│ A - ACTION │
│ ──────────── │
│ What did YOU specifically do? Use "I" not "we." │
│ Describe your reasoning and the steps you took. │
│ This should be the longest part of your answer. │
│ │
│ "I analyzed the error logs and discovered that the │
│ connection pool was exhausted under load. I proposed │
│ switching to a circuit breaker pattern and implemented │
│ it with a 3-second timeout and exponential backoff..." │
│ │
├─────────────────────────────────────────────────────────────────┤
│ │
│ R - RESULT │
│ ──────────── │
│ What was the measurable outcome? Include numbers. │
│ What did you learn? What would you do differently? │
│ │
│ "Error rate dropped from 2% to 0.05%. The pattern │
│ was adopted by 3 other services. I learned that │
│ I should have set up load testing earlier." │
│ │
└─────────────────────────────────────────────────────────────────┘
Common Pitfalls:
- Too much Situation, not enough Action
- Using "we" instead of "I" throughout
- No measurable Result
- Missing the "what I learned" reflectionQuestion: "Tell me about a time you had to make a difficult technical or organizational trade-off. What did you choose and why?"
Hints:
Question: "Tell me about a project that failed or significantly underperformed expectations. What happened and what did you learn?"
Hints:
Question: "Tell me about a time you led or drove an initiative that required coordination across multiple teams. How did you align people and deliver results?" (Senior+ candidates)
Hints:
| Area | Novice | Intermediate | Expert |
|---|---|---|---|
| STAR Clarity | Rambling, no clear structure. Mixes situation and action. | Uses STAR loosely. Action is present but vague. | Crisp STAR structure. Action is specific and detailed. Situation is concise. Result is measurable. |
| Self-Awareness | Blames others for failures. No reflection on personal growth. | Acknowledges mistakes but does not explain what changed. | Owns failures honestly. Describes specific lessons learned and behavioral changes made as a result. |
| Impact Articulation | Cannot quantify results. Describes activities, not outcomes. | Mentions outcomes but without metrics. | Quantifies impact with specific numbers. Connects personal actions to team/org outcomes. Explains second-order effects. |
| Leadership Evidence | Follows instructions. Waits to be told what to do. | Takes initiative on assigned work. Helps teammates when asked. | Identifies problems proactively. Influences without authority. Grows others. Drives initiatives beyond their immediate scope. |
For the complete scenario bank with example STAR answers, see references/problems.md. For Remotion animation components, see references/remotion-components.md.
© PrepLabsAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in agents/behavioral/leadership-principles-interviewer of PrepLabsAI/InterviewMentor.
Open the folder on GitHubat commit 609d311
Leadership Principles Interviewer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Leadership Principles Interviewer this skillPrepLabsAI/InterviewMentor | 112 | — | ~4k | Automated safety check: Pass | MIT | |
| Career-Ops Job Search Centercareer-ops-hq/career-ops | 74k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Interview Prepreactive-resume/reactive-resume | 44k | — | ~10k | Automated safety check: Pass | MIT | |
| Internship Project Preparation ToolLiuMengxuan04/shushu-internship-tool | 2.1k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Job Application Managerreactive-resume/reactive-resume | 44k | — | ~13k | Automated safety check: Pass | MIT | |
| Mock Interviewreactive-resume/reactive-resume | 44k | — | ~11k | Automated safety check: Pass | MIT |
career-ops-hq/career-ops
Routes job-search requests to modes for evaluating offers, scanning portals, generating tailored CVs, tracking applications and drafting outreach, starting from a pasted job URL or description.
reactive-resume/reactive-resume
Prepares the user for a specific interview from their real experience.
LiuMengxuan04/shushu-internship-tool
Turns a target internship job description into a resume-ready, interview-ready project by finding and auditing GitHub projects and drafting resume bullets and interview Q&A.
reactive-resume/reactive-resume
Runs the job-search pipeline. An agent skill from reactive-resume/reactive-resume.
reactive-resume/reactive-resume
Runs a mock interview for a specific job description. An agent skill from reactive-resume/reactive-resume.
noamseg/interview-coach-skill
High-rigor interview coaching skill for job seekers. An agent skill from noamseg/interview-coach-skill.
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Categories
A Senior Engineering Manager interviewer that simulates a behavioral interview focused on leadership principles. Leadership Principles Interviewer is an agent skill from PrepLabsAI/InterviewMentor. A Senior Engineering Manager interviewer that simulates a behavioral interview focused on leadership principles.
Leadership Principles Interviewer fits situations like: tasks that involve Interview preparation.
Run `npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a claude-code`. Or copy the skill folder (agents/behavioral/leadership-principles-interviewer in PrepLabsAI/InterviewMentor) into .claude/skills/leadership-principles-interviewer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a codex`. Or copy the skill folder (agents/behavioral/leadership-principles-interviewer in PrepLabsAI/InterviewMentor) into .agents/skills/leadership-principles-interviewer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PrepLabsAI/InterviewMentor --skill leadership-principles-interviewer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/leadership-principles-interviewer, .gemini/skills/leadership-principles-interviewer, .github/skills/leadership-principles-interviewer and .opencode/skills/leadership-principles-interviewer in your project.
SKILL.md names no scripts, command-line tools or credentials: Leadership Principles Interviewer is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: amazon.jobs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Leadership Principles Interviewer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Leadership Principles Interviewer: Career-Ops Job Search Center (career-ops-hq/career-ops, 74k stars), Interview Prep (reactive-resume/reactive-resume, 44k stars), Internship Project Preparation Tool (LiuMengxuan04/shushu-internship-tool, 2.1k stars) and Job Application Manager (reactive-resume/reactive-resume, 44k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
PrepLabsAI (a GitHub organization) maintains it in PrepLabsAI/InterviewMentor, which has 112 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on October 7, 2026.
Source: PrepLabsAI/InterviewMentor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.