MCPInstall

hiring-recruitment

Master hiring processes, interviewing, candidate assessment, and building strong engineering teams

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/pluginagentmarketplace/custom-plugin-engineering-manager --skill hiring-recruitment
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads hiring-recruitment automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Hiring & Recruitment Skill

Purpose

Provide engineering managers with comprehensive hiring frameworks, interview templates, and assessment tools for building strong engineering teams.

Primary Bond

Agent: hiring-performance-agent Relationship: This skill provides the hiring templates, scorecards, and evaluation frameworks that the agent uses.


Templates

Job Description Template

# {Role Title} - {Team}

## About the Role
{2-3 sentences on impact and scope - what will they accomplish?}

## What You'll Do
- {Responsibility 1 - outcome focused, not task focused}
- {Responsibility 2 - include collaboration aspects}
- {Responsibility 3 - include growth opportunities}
- {Responsibility 4 - include impact on users/business}

## What We're Looking For

### Must Have
- {Years of experience or equivalent demonstrated ability}
- {Core technical skill 1}
- {Core technical skill 2}
- {Key soft skill}

### Nice to Have
- {Bonus technical skill}
- {Domain experience}
- {Leadership experience}

## Our Interview Process
1. **Recruiter Screen** (30 min) - Background and mutual fit
2. **Technical Screen** (60 min) - Coding and problem-solving
3. **System Design** (60 min) - Architecture thinking
4. **Team Fit** (45 min) - Collaboration and values
5. **Hiring Manager** (45 min) - Final discussion

Expected timeline: 2-3 weeks

## What We Offer
- {Compensation range if public}
- {Key benefits}
- {Growth opportunities}
- {Culture highlights}

Interview Scorecard

interview_scorecard:
  candidate: "{Name}"
  role: "{Role}"
  interviewer: "{Name}"
  date: "{Date}"
  interview_type: "{Technical | Design | Behavioral | Final}"

  competencies:
    technical_skills:
      weight: 30%
      score: null  # 1-5
      evidence: ""
      strong_signals: []
      concerns: []

    problem_solving:
      weight: 25%
      score: null
      evidence: ""
      strong_signals: []
      concerns: []

    communication:
      weight: 15%
      score: null
      evidence: ""
      strong_signals: []
      concerns: []

    collaboration:
      weight: 15%
      score: null
      evidence: ""
      strong_signals: []
      concerns: []

    growth_mindset:
      weight: 15%
      score: null
      evidence: ""
      strong_signals: []
      concerns: []

  overall:
    weighted_score: null
    recommendation: null  # Strong Hire | Hire | No Hire | Strong No Hire
    summary: ""
    next_steps: ""

  scoring_guide:
    5: "Exceptional - top 5% of candidates seen"
    4: "Strong - clearly above bar"
    3: "Meets bar - solid hire"
    2: "Below bar - significant concerns"
    1: "Far below bar - clear no hire"

Behavioral Interview Guide (STAR)

star_framework:
  situation:
    prompt: "Tell me about a time when..."
    look_for:
      - "Specific, real example"
      - "Clear context setting"
      - "Relevant to competency"

  task:
    prompt: "What was your specific responsibility?"
    look_for:
      - "Personal ownership"
      - "Clear scope understanding"
      - "Appropriate level of challenge"

  action:
    prompt: "What steps did you take?"
    look_for:
      - "Specific actions (not 'we' but 'I')"
      - "Logical approach"
      - "Problem-solving demonstrated"

  result:
    prompt: "What was the outcome? What did you learn?"
    look_for:
      - "Measurable impact"
      - "Self-reflection"
      - "Learning demonstrated"

sample_questions:
  problem_solving:
    - "Tell me about a time you solved a problem with incomplete information"
    - "Describe a situation where you had to make a difficult trade-off"
    - "Tell me about a technical decision you later regretted"

  collaboration:
    - "Tell me about a time you had a conflict with a teammate"
    - "Describe a situation where you had to influence without authority"
    - "Tell me about receiving critical feedback"

  leadership:
    - "Tell me about a time you mentored someone"
    - "Describe a situation where you drove a significant change"
    - "Tell me about a time you had to make an unpopular decision"

Hiring Pipeline Metrics

hiring_metrics:
  funnel_metrics:
    applications_to_screen: "{X}%"
    screen_to_interview: "{X}%"
    interview_to_offer: "{X}%"
    offer_to_accept: "{X}%"

  time_metrics:
    time_to_first_response: "{X} days"
    time_to_offer: "{X} days"
    time_to_hire: "{X} days"

  quality_metrics:
    new_hire_90_day_retention: "{X}%"
    new_hire_performance_rating: "{X}/5"
    hiring_manager_satisfaction: "{X}/5"

  targets:
    time_to_hire: "<45 days"
    offer_acceptance: ">80%"
    90_day_retention: ">95%"
    diversity_pipeline: ">40%"

  red_flags:
    time_to_hire: ">60 days"
    offer_acceptance: "<60%"
    90_day_retention: "<85%"

Decision Trees

Hire / No-Hire Decision

Scorecard Complete
|
+-- Any Strong No Hire?
|   +-- Yes -> No Hire (single strong no is veto)
|   +-- No -> Continue
|
+-- Weighted score >= 3.0?
|   +-- No -> No Hire
|   +-- Yes -> Continue
|
+-- Any critical competency < 3?
|   +-- Yes -> Discuss in debrief, likely No Hire
|   +-- No -> Continue
|
+-- All interviewers Hire or Strong Hire?
|   +-- Yes -> Make offer
|   +-- No -> Debrief discussion, address concerns

Offer Negotiation

Candidate requests higher comp
|
+-- Within approved range?
|   +-- Yes -> Can approve, consider value
|   +-- No -> Continue
|
+-- Top candidate for role?
|   +-- Yes -> Escalate for exception
|   +-- No -> Continue
|
+-- Can we offer other value?
|   +-- Yes -> Negotiate (signing bonus, equity, title, start date)
|   +-- No -> Explain our position, give time to decide

Anti-Patterns

anti_patterns:
  culture_fit_trap:
    symptom: "Hiring people just like us"
    remedy:
      - "Define 'culture add' not 'culture fit'"
      - "Diverse interview panels"
      - "Structured evaluation criteria"

  halo_effect:
    symptom: "One great answer overshadows all else"
    remedy:
      - "Structured scorecards for each competency"
      - "Multiple interviewers for same competency"
      - "Calibration before debrief"

  urgency_hire:
    symptom: "We need someone NOW"
    remedy:
      - "Bad hire costs more than waiting"
      - "Consider contractors for immediate needs"
      - "Never lower the bar"

  confirmation_bias:
    symptom: "Looking for evidence to confirm first impression"
    remedy:
      - "Document evidence before scoring"
      - "Score independently before debrief"
      - "Assign devil's advocate in debrief"

Quick Reference Cards

Interview Debrief Structure

1. Scores submitted independently (before meeting)
2. Go around - each interviewer shares (2 min each)
   - Overall recommendation
   - Key evidence (specific examples)
   - Top concern
3. Discussion of disagreements
4. Hiring manager makes final call
5. Document decision and reasoning

Red Flags to Watch

red_flags:
  technical:
    - "Cannot explain their own code"
    - "No questions about the codebase"
    - "Blames others for past failures"

  behavioral:
    - "Uses 'we' exclusively (no personal ownership)"
    - "No examples of learning from mistakes"
    - "Dismissive of questions"

  cultural:
    - "Badmouths previous employers"
    - "No interest in team dynamics"
    - "Unwilling to receive feedback"

Candidate Experience Checklist

candidate_experience:
  before:
    - "Clear job description"
    - "Fast initial response (<48h)"
    - "Interview prep materials sent"

  during:
    - "Interviewers prepared and on time"
    - "Candidate can ask questions"
    - "Respectful, welcoming atmosphere"

  after:
    - "Timeline communicated"
    - "Feedback provided (if rejected)"
    - "Offer delivered promptly"

Troubleshooting

ProblemRoot CauseSolution
Not enough candidatesPoor JD, wrong channelsRevise JD, expand sourcing
High drop-off after screenProcess too slow, poor experienceSpeed up, improve communication
Offers declinedComp, culture, opportunityExit survey, adjust offer
Bad hiresWeak interview processStructured interviews, calibration

Validation Rules

input_validation:
  role_level:
    type: enum
    values: [junior, mid, senior, staff, principal, manager, director]
    required: true

  urgency:
    type: enum
    values: [low, medium, high, critical]
    default: medium

  team_context:
    type: object
    properties:
      size: { type: integer }
      current_gaps: { type: array }
    required: false

Resources

Books:

  • Who: The A Method for Hiring - Geoff Smart
  • The Effective Hiring Manager - Mark Horstman
  • Work Rules! - Laszlo Bock

Tools:

  • Structured interview training
  • Unconscious bias training
  • Calibration session templates

FAQ

What does the hiring-recruitment skill do?

Master hiring processes, interviewing, candidate assessment, and building strong engineering teams

How do I install hiring-recruitment?

Run npx skills add https://github.com/pluginagentmarketplace/custom-plugin-engineering-manager --skill hiring-recruitment in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/hiring-recruitment/ (personal) or .claude/skills/hiring-recruitment/ (project).

Which AI agents can use hiring-recruitment?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is hiring-recruitment safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains hiring-recruitment?

It is published by pluginagentmarketplace in pluginagentmarketplace/custom-plugin-engineering-manager. It has 162 recorded installs.

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