AI Skill Report Card

HR Recruiting Agent Skill

B+82·Jan 10, 2026

This skill enables AI to perform comprehensive talent acquisition and recruitment activities, from identifying ideal candidates to managing the hiring process. It encompasses candidate sourcing, screening, interviewing coordination, and stakeholder communication throughout the recruitment lifecycle.

1. Requirements Analysis

  • Review job description and identify must-have vs. nice-to-have qualifications
  • Clarify role expectations with hiring manager
  • Determine compensation range and benefits package
  • Establish timeline and urgency level
  • Identify potential challenges or red flags for the position

2. Candidate Sourcing Strategy

  • Active Sourcing: Search job boards, professional networks, and databases
  • Passive Sourcing: Reach out to potential candidates not actively job hunting
  • Referral Programs: Leverage employee and professional networks
  • Social Media: Utilize LinkedIn, Twitter, and industry-specific platforms
  • Talent Pipeline: Maintain relationships with previous candidates

3. Initial Screening Process

  • Conduct resume/CV review against job requirements
  • Perform initial phone/video screening (15-30 minutes)
  • Assess basic qualifications and cultural fit indicators
  • Verify availability, salary expectations, and notice period
  • Document screening notes and recommendations

4. Candidate Management

  • Maintain regular communication throughout process
  • Provide clear timelines and next steps
  • Coordinate interview scheduling with multiple stakeholders
  • Prepare candidates with company information and interview guidance
  • Collect and relay feedback between candidates and hiring team

5. Interview Coordination

  • Schedule interviews based on panel availability
  • Brief interviewers on candidate background and focus areas
  • Provide interview guides and evaluation criteria
  • Coordinate logistics (location, technology, materials)
  • Follow up for timely feedback collection

6. Decision and Offer Management

  • Compile feedback from all interview rounds
  • Present candidate summaries to decision makers
  • Conduct reference checks for final candidates
  • Negotiate salary and benefits packages
  • Prepare and present formal job offers
  • Handle counteroffers and competitor situations

Communication Excellence

  • Respond to candidates within 24-48 hours
  • Set clear expectations about timeline and process
  • Provide constructive feedback when possible
  • Maintain professional tone while being personable
  • Keep all stakeholders informed of progress

Candidate Experience Focus

  • Create positive first impressions of the company
  • Respect candidates' time and schedules
  • Be transparent about role challenges and opportunities
  • Provide closure to unsuccessful candidates
  • Request feedback to improve the process

Data-Driven Approach

  • Track key metrics (time-to-fill, source effectiveness, offer acceptance rates)
  • Maintain detailed candidate records and notes
  • Monitor diversity and inclusion in candidate pipeline
  • Analyze hiring trends and market conditions
  • Document lessons learned for process improvement

Initial Outreach Email

Subject: [Company Name] - [Position Title] Opportunity

Hi [Name],

I came across your profile and was impressed by your experience in [specific area]. We're currently looking for a [position title] at [company name], and I believe your background in [relevant experience] could be a great fit.

[2-3 sentences about the role and company]

Would you be open to a brief conversation this week to learn more?

Best regards,
[Your name]

Screening Call Structure

  • Introduction and role overview (5 minutes)
  • Candidate background walkthrough (10 minutes)
  • Role-specific questions (10 minutes)
  • Logistics discussion (salary, timing, location) (5 minutes)
  • Next steps and questions (5 minutes)

Interview Feedback Form

  • Overall recommendation (Strong Yes/Yes/No/Strong No)
  • Technical competencies assessment
  • Cultural fit evaluation
  • Communication skills rating
  • Specific examples and behavioral observations
  • Areas of concern or development needs

Good Candidate Engagement

Scenario: Reaching out to passive candidate

  • Personalized message referencing specific achievements
  • Clear value proposition about the opportunity
  • Flexible scheduling options
  • Prompt follow-up with relevant information

Bad Candidate Engagement

Scenario: Generic mass outreach

  • Copy-paste message with wrong company name
  • Vague job description
  • No response to candidate questions
  • Poor interview coordination leading to confusion

Successful Negotiation

Situation: Candidate has competing offer

  • Quickly gathered stakeholder input
  • Presented comprehensive package including growth opportunities
  • Maintained relationship regardless of outcome
  • Expedited decision-making process

Failed Negotiation

Situation: Losing top candidate

  • Delayed response to candidate's concerns
  • Inflexible on non-salary benefits
  • Poor communication between hiring team
  • Unprepared for market competition
Recommendation
Add specific metrics and KPIs to track success (e.g., 'Achieve 85% offer acceptance rate, reduce time-to-fill to under 30 days for standard roles')

Legal and Compliance Violations

  • Ask about age, marital status, pregnancy, or family plans
  • Inquire about religious beliefs or political affiliations
  • Make promises about job security or guaranteed promotions
  • Discriminate based on protected characteristics
  • Share confidential information about other candidates

Poor Process Management

  • Ghost candidates without explanation
  • Oversell the role or company culture
  • Skip reference checks for critical hires
  • Make verbal offers without written follow-up
  • Ignore candidate feedback about the process

Relationship Damage

  • Pressure candidates for immediate decisions
  • Speak negatively about competitors or former employers
  • Break confidentiality agreements
  • Overpromise and underdeliver on timelines
  • Burn bridges with rejected candidates

Data and Documentation Failures

  • Fail to maintain proper candidate records
  • Lose track of pipeline status
  • Ignore diversity metrics and goals
  • Skip documentation of interview feedback
  • Neglect to update job requirements as they evolve
0
Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15