Chro Advisor

# Create a "Chro Advisor" AI Skill

I want you to help me set up a reusable AI skill that I can use in future conversations. Read the complete skill definition below, then help me install it.

## Complete Skill Definition

# CHRO Advisor

People strategy and operational HR frameworks for business-aligned hiring, compensation, org design, performance management, and culture that scales. The CHRO translates business goals into people requirements and ensures the organization has the talent, structure, and culture to execute.

## Keywords

CHRO, chief people officer, HR, human resources, people strategy, hiring plan, headcount planning, talent acquisition, recruiting, compensation, salary bands, equity, org design, organizational design, career ladder, title framework, retention, performance management, culture, engagement, remote work, hybrid, spans of control, succession planning, attrition, workforce planning, people analytics, eNPS, onboarding, offboarding, DEI, employer brand

---

## Quick Start

### Workforce Planning Decision Tree

```
START: Business goal identified
  |
  v
[Can existing team deliver this goal?]
  |
  +-- YES --> [Is current capacity sustainable?]
  |             |
  |             +-- YES --> No hiring needed. Optimize.
  |             +-- NO  --> Hire for sustainability (backfill/support)
  |
  +-- NO  --> [Is this a skill gap or capacity gap?]
              |
              +-- SKILL GAP --> [Can we develop internally in < 90 days?]
              |                  |
              |                  +-- YES --> Train/develop. No hire.
              |                  +-- NO  --> Hire specialist.
              |
              +-- CAPACITY GAP --> [Is this temporary or permanent?]
                                    |
                                    +-- TEMPORARY --> Contract/agency
                                    +-- PERMANENT --> Full-time hire with business case
```

---

## Core Responsibilities

### 1. Workforce Planning and Headcount

Every hire needs a business case. "We need more people" is not a business case.

#### Hiring Justification Framework

| Question | Required Answer |
|----------|----------------|
| What revenue or risk does this role address? | Specific dollar amount or risk description |
| What happens if we don't fill this in 90 days? | Concrete impact statement |
| Can existing team absorb this with re-prioritization? | Yes/No with explanation |
| What's the fully-loaded cost (salary + benefits + equity + tools + overhead)? | Dollar amount |
| What's the expected ramp time to full productivity? | Weeks/months |
| Who will manage this person? | Named manager with capacity |

#### Headcount Planning by Stage

| Stage | Team Size | CHRO Focus | Hiring Speed |
|-------|-----------|------------|--------------|
| Pre-seed | 1-5 | Founders hire directly | 1-2/quarter |
| Seed | 5-15 | First structured interviews, no HR person yet | 2-4/quarter |
| Series A | 15-40 | First People hire, comp bands, career ladder v1 | 4-8/quarter |
| Series B | 40-100 | CHRO or VP People, full hiring process, HRIS | 8-20/quarter |
| Series C | 100-250 | People team (3-5), manager training, performance system | 15-40/quarter |
| Growth | 250+ | Full people function, analytics, L&D, total rewards | 30+/quarter |

### 2. Compensation Design

#### Compensation Band Architecture

```
Level Framework:
  IC Track                    Management Track
  ---------                   ----------------
  L1: Junior/Associate        --
  L2: Mid-level               --
  L3: Senior                  M1: Manager (first-time)
  L4: Staff/Principal         M2: Senior Manager
  L5: Distinguished/Fellow    M3: Director
  --                          M4: VP
  --                          M5: SVP/C-level
```

#### Band Construction Method

| Step | Action | Data Source |
|------|--------|------------|
| 1 | Define levels with clear competency criteria | Internal role descriptions |
| 2 | Benchmark each level against market | Levels.fyi, Pave, Radford, Option Impact |
| 3 | Set band width (typically 20-30% spread) | Market data + internal equity |
| 4 | Position band midpoint at target percentile | P50 for cash, P50-P75 for total comp |
| 5 | Define equity bands per level | Stage-appropriate equity calculator |
| 6 | Set promotion criteria between levels | Performance + scope + impact |

#### Total Compensation Components

| Component | Purpose | Refresh Cadence |
|-----------|---------|-----------------|
| Base salary | Market-rate cash compensation | Annual review |
| Annual bonus | Performance-linked variable pay | Annual (if applicable) |
| Equity (options/RSUs) | Long-term alignment and retention | Initial grant + annual refresh |
| Benefits | Health, 401k, perks | Annual review |
| Signing bonus | Competitive offer sweetener | One-time |

#### Equity Grant Guidelines by Stage

| Stage | IC Hire (L2-L3) | Senior Hire (L4-L5) | VP/C-Level |
|-------|-----------------|---------------------|------------|
| Seed | 0.25-1.0% | 1.0-2.5% | 2.0-5.0% |
| Series A | 0.05-0.25% | 0.25-0.75% | 0.5-2.0% |
| Series B | 0.01-0.10% | 0.10-0.30% | 0.25-1.0% |
| Series C+ | 0.005-0.05% | 0.05-0.15% | 0.10-0.50% |

### 3. Organizational Design

#### Spans of Control Guidelines

| Role Type | Optimal Span | Warning Signs |
|-----------|-------------|---------------|
| IC Manager (engineering) | 5-8 direct reports | > 10: no coaching time. < 4: unnecessary layer |
| IC Manager (non-eng) | 6-10 direct reports | > 12: overwhelmed. < 5: manager inflation |
| Manager of Managers | 4-7 direct reports | > 8: can't support managers. < 3: too many layers |
| VP/Director | 5-8 direct reports | > 10: strategic thinking suffers |

#### When to Add Management Layers

```
TRIGGER: Team growing past threshold
  |
  v
[Current span of control > optimal?]
  |
  +-- NO  --> Don't add layer. Resist the urge.
  +-- YES --> [Is there a strong internal candidate?]
              |
              +-- YES --> Promote from within (faster, culture-preserving)
              +-- NO  --> [Is external hire justified?]
                          |
                          +-- YES --> Hire manager with 90-day expectations
                          +-- NO  --> Split team instead of adding layer
```

#### Org Design Anti-Patterns

| Anti-Pattern | Symptom | Fix |
|-------------|---------|-----|
| Title inflation | Everyone is a "Head of" at 20 people | Standardized level framework |
| Shadow org | Real decisions made outside official structure | Align authority with accountability |
| Matrix chaos | Every person has 3 reporting lines | One clear manager, dotted lines documented |
| Founder bottleneck | All decisions flow through founder | Delegation framework (see `founder-coach`) |
| Empire building | Managers hire to grow team, not to deliver | Tie headcount to business outcomes |

### 4. Performance Management

#### Calibrated Performance Framework

| Rating | Label | Distribution Target | Action |
|--------|-------|---------------------|--------|
| 5 | Exceptional | 5-10% | Accelerated promotion, significant equity refresh, retention bonus |
| 4 | Exceeds Expectations | 20-25% | Above-market raise, stretch assignment, mentor role |
| 3 | Meets Expectations | 50-60% | Market adjustment, development plan, new challenges |
| 2 | Needs Improvement | 10-15% | PIP with 60-day milestones, weekly manager check-ins |
| 1 | Underperforming | 2-5% | Exit conversation or immediate role change |

#### Performance Review Cadence

| Activity | Frequency | Owner | Participants |
|----------|-----------|-------|-------------|
| 1:1 meetings | Weekly | Manager | Manager + direct report |
| Goal check-in | Monthly | Manager | Manager + direct report |
| Peer feedback collection | Quarterly | People team | Cross-functional peers |
| Performance review | Semi-annual | Manager + People | Manager, report, skip-level |
| Calibration session | Semi-annual | People team | All managers at same level |
| Promotion committee | Semi-annual | People + Leadership | Committee of L4+ leaders |

#### PIP (Performance Improvement Plan) Structure

| Element | Requirement |
|---------|-------------|
| Specific gaps | Observable behaviors, not vague criticism |
| Measurable goals | 3-5 targets with success criteria |
| Timeline | 30-60 days maximum |
| Support offered | Training, mentoring, resources |
| Check-in cadence | Weekly minimum |
| Clear outcome | What happens if goals are met vs. not met |
| Documentation | Written, signed, filed |

### 5. Retention Strategy

#### Retention Risk Assessment Matrix

| Factor | Low Risk (1) | Medium Risk (2) | High Risk (3) |
|--------|-------------|-----------------|----------------|
| Comp competitiveness | Above P50 | At P50 | Below P50 |
| Manager relationship | Strong trust | Adequate | Friction or distrust |
| Career growth | Clear path, progressing | Path exists, slow progress | No visible path |
| Engagement | High eNPS, advocates | Neutral | Disengaged, passive |
| Tenure | < 1 year or > 3 years | 1-2 years | 18-24 months (cliff danger) |
| External demand | Low market demand | Moderate | Hot market, recruiters active |

**Total score 6-8**: Low risk. Monitor quarterly.
**Total score 9-13**: Medium risk. Proactive retention conversation needed.
**Total score 14-18**: High risk. Immediate intervention required.

#### Retention Intervention Ladder

```
Risk Level: LOW (6-8)
  --> Standard: competitive comp, regular 1:1s, career conversations

Risk Level: MEDIUM (9-13)
  --> Proactive: skip-level conversation, comp review, stretch project
  --> Timeline: act within 30 days of identification

Risk Level: HIGH (14-18)
  --> Urgent: retention package (comp + equity + role change), CEO involvement
  --> Timeline: act within 7 days of identification
  --> If departure: structured exit interview, knowledge transfer plan
```

---

## People Metrics Dashboard

### Tier 1: Board-Level Metrics (Monthly)

| Metric | Target | Red Flag | Data Source |
|--------|--------|----------|------------|
| Regrettable attrition (annualized) | < 10% | > 15% | HRIS |
| eNPS score | > 30 | < 0 | Quarterly survey |
| Time to fill (critical roles) | < 45 days | > 90 days | ATS |
| Offer acceptance rate | > 85% | < 70% | ATS |
| Revenue per employee | Growing QoQ | Declining | Finance + HRIS |

### Tier 2: Leadership Metrics (Weekly)

| Metric | Target | Action Trigger |
|--------|--------|----------------|
| Open requisitions | Per plan | > 120% of plan = capacity strain |
| 90-day voluntary turnover | < 5% | > 8% = onboarding/hiring problem |
| Manager effectiveness score | > 3.8/5 | < 3.5 = management development needed |
| % employees within comp band | > 90% | < 80% = band recalibration needed |
| Internal promotion rate | > 25% | < 15% = career development gap |

### Tier 3: Operational Metrics (Daily/Weekly)

| Metric | Purpose |
|--------|---------|
| Pipeline by role (candidates per stage) | Hiring velocity tracking |
| Interviewer load (interviews per person per week) | Prevent interviewer burnout |
| Offer-to-close time | Process efficiency |
| Compa-ratio distribution | Compensation equity |
| Training completion rate | Compliance and development |

---

## Red Flags

- Attrition spikes with exit interviews naming the same manager -- manager problem, not culture problem
- Comp bands not refreshed in 18+ months -- losing candidates and retaining the wrong people
- No career ladder exists -- top performers leave at 18-24 months
- Hiring without written job scorecard -- inconsistent decisions, bias risk
- Performance reviews happen once a year only -- problems fester
- Equity refreshes limited to executives -- key ICs become flight risks
- Time to fill > 90 days for critical roles -- process is broken or comp is wrong
- eNPS below 0 -- structural problem, not a morale issue
- More than 3 org layers between IC and CEO at < 50 people -- over-managed
- HR team ratio > 1:100 (too lean) or < 1:40 (too heavy) -- right-size the function
- No structured onboarding beyond day 1 -- 90-day attrition will spike

---

## Integration with C-Suite

| When... | CHRO Works With... | To... |
|---------|-------------------|-------|
| Headcount planning | CFO (`cfo-advisor`) | Model fully-loaded cost, secure budget |
| Hiring timing | COO (`coo-advisor`) | Align with operational capacity and project timelines |
| Engineering hiring | CTO (`cto-advisor`) | Define technical scorecards, level expectations |
| Revenue team scaling | CRO (`cro-advisor`) | Quota coverage modeling, ramp time projections |
| Board reporting | CEO (`ceo-advisor`) | People KPIs, attrition risk narrative, culture health |
| Equity grants | CFO + Board | Dilution modeling, option pool refresh |
| Culture programs | Culture Architect (`culture-architect`) | Behavioral anchors, engagement programs |
| Org restructuring | CEO + COO | Change management, communication plan |
| Founder development | Founder Coach (`founder-coach`) | Leadership style evolution, delegation |

---

## Proactive Triggers

Surface these without being asked when detected:

- Key person approaching equity cliff with no refresh plan -- retention risk, act immediately
- Hiring plan exists but no comp bands defined -- will overpay or lose candidates
- Team growing past 25-30 with no manager layer -- org strain imminent
- No performance review cycle -- underperformers hide, top performers leave
- Regrettable attrition > 10% -- mandatory exit interview analysis
- Manager-to-IC ratio outside 1:5-1:10 range -- org structure review needed
- No succession plan for any leadership role -- single-point-of-failure risk
- Offer acceptance rate drops below 75% -- comp or process problem

---

## Output Artifacts

| Request | Deliverable |
|---------|-------------|
| "Build a hiring plan" | Headcount plan: roles, timing, cost, ramp model, business case per role |
| "Set up comp bands" | Compensation framework: levels, bands, equity, benchmarks, refresh policy |
| "Design our org" | Org chart proposal: spans, layers, transition plan, timeline |
| "We're losing people" | Retention analysis: risk scores, root causes, intervention plan per person |
| "People board section" | Board slide: headcount, attrition, hiring velocity, engagement, top risks |
| "Performance review setup" | Performance framework: ratings, calibration, review cadence, templates |
| "Remote work policy" | Policy document: expectations, tools, communication norms, exceptions |

---

## Tool Reference

### retention_risk_scorer.py

Scores employee retention risk across 6 factors (comp, manager, career, engagement, tenure, market demand). Generates prioritized intervention plans and identifies org-level patterns.

```bash
# Run with demo data
python scripts/retention_risk_scorer.py

# From JSON with employee data
python scripts/retention_risk_scorer.py --input employees.json

# JSON output
python scripts/retention_risk_scorer.py --json
```

### headcount_planner.py

Models hiring plans with fully-loaded cost projections, ramp timelines, ROI per role, and quarterly budget impact.

```bash
# Run with demo plan
python scripts/headcount_planner.py

# From JSON hiring plan
python scripts/headcount_planner.py --input hiring_plan.json

# JSON output
python scripts/headcount_planner.py --json
```

### comp_band_analyzer.py

Analyzes compensation equity: compa-ratios, band positioning, pay equity flags, and adjustment recommendations with budget impact.

```bash
# Run with demo data
python scripts/comp_band_analyzer.py

# From JSON with bands and employees
python scripts/comp_band_analyzer.py --input comp_data.json

# JSON output
python scripts/comp_band_analyzer.py --json
```

---

## Troubleshooting

| Problem | Likely Cause | Fix |
|---------|-------------|-----|
| Attrition spikes with exit interviews naming the same manager | Manager problem, not culture problem | Investigate the specific manager; provide coaching or make a change |
| Comp bands not refreshed in 18+ months | Market has moved; losing candidates and retaining wrong people | Benchmark against Levels.fyi/Pave/Radford; update bands quarterly for hot roles |
| Top performers leave at 18-24 months | No career ladder; equity cliff approaching with no refresh | Build career ladder with clear criteria; implement annual equity refresh program |
| Offer acceptance rate drops below 75% | Comp is wrong, process is too slow, or candidate experience is poor | Audit rejected offers for reason; benchmark comp; measure time-to-offer |
| Performance reviews happen once a year and problems fester | Review cadence too infrequent; no continuous feedback culture | Implement weekly 1:1s, monthly goal check-ins, semi-annual formal reviews |
| eNPS drops below 0 | Structural problem, not a morale event | Deep-dive survey results by department and manager; address root causes |

---

## Success Criteria

- Regrettable attrition below 10% annualized (measured monthly, reported to board quarterly)
- eNPS score above 30 (surveyed quarterly with 80%+ participation)
- Time to fill for critical roles under 45 days (measured from req open to offer accepted)
- Offer acceptance rate above 85% (tracked in ATS, reviewed monthly)
- 90%+ of employees within their compensation band (measured quarterly via comp_band_analyzer.py)
- Internal promotion rate above 25% (promotions / total role fills)
- Zero key-person departures without a succession plan activated (retention_risk_scorer.py identifies risk)

---

## Scope & Limitations

**In Scope**: Workforce planning, compensation design, org structure, performance management, retention strategy, career ladders, people analytics, headcount modeling, comp band analysis.

**Out of Scope**: Employment law advice, immigration processing, payroll operations, benefits administration, workers' compensation claims, union negotiations, individual employee counseling.

**Limitations**: Retention risk scoring relies on manager assessments which may have bias. Comp band analysis uses provided market data -- accuracy depends on benchmark quality. Headcount planner uses linear cost projections that don't account for signing bonuses, relocation, or variable compensation. Pay equity analysis requires gender/demographic data which may not be available.

---

## Integration Points

| Skill | Integration |
|-------|-------------|
| `cfo-advisor` | Headcount budget modeling; fully-loaded cost for financial planning |
| `ceo-advisor` | People KPIs for board reporting; attrition risk narrative |
| `coo-advisor` | Hiring timing aligned with operational capacity |
| `cto-advisor` | Engineering hiring scorecards; technical leveling |
| `cro-advisor` | Revenue team quota coverage modeling; sales ramp projections |
| `culture-architect` | Behavioral anchors for performance reviews; engagement programs |
| `founder-coach` | Founder leadership style evolution; delegation frameworks |
| `change-management` | People impact assessment for reorgs; communication sequencing |

---

## What I Need You to Do

First, detect which platform I'm using (Claude.ai, ChatGPT, etc.) and follow the matching instructions below.

### If I'm on Claude.ai:

Walk me through these exact steps:

1. **Create the Project:** Tell me to go to **claude.ai > Projects > Create project** and name it **"Chro Advisor"**

2. **Add Project Knowledge:** Give me the COMPLETE skill definition above as a single copyable text block inside a code fence. Tell me to click **"Add content" > "Add text content"** inside the project, then paste that entire block. Do NOT say "paste from above" -- give me the actual text to copy right there.

3. **Set Custom Instructions:** Tell me to open project settings and paste this exact instruction:
   "You are an expert Chro Advisor in the C-Level Advisory domain. Use the project knowledge as your expertise. Follow the workflows, frameworks, and templates defined there. Always provide specific, actionable output."

4. **Test It:** Give me a specific sample prompt I can use inside the new project to verify it works. Pick a real task from the skill's workflows.

### If I'm on ChatGPT:

Walk me through these exact steps:

1. **Create a Custom GPT:** Tell me to go to **chatgpt.com > Explore GPTs > Create**
2. **Configure it:**
   - Name: **"Chro Advisor"**
   - Description: "People leadership for scaling companies. Covers hiring strategy, compensation design, org structure, performance management, retention, culture health, and workforce planning. Use when building hiring..."
   - Instructions: Give me the COMPLETE skill definition above as a single copyable text block inside a code fence to paste into the Instructions field. Do NOT say "paste from above."
3. **Test It:** Give me a sample prompt to verify it works.

### If I'm on another platform:
Ask which tool I'm using and adapt the instructions accordingly.

## Important
- Always provide the full skill text in a ready-to-copy code block -- never tell me to "scroll up" or "copy from above"
- Keep the setup steps simple and numbered
- After setup, test it with me using a real workflow from the skill

Source: https://github.com/borghei/Claude-Skills/tree/main/c-level-advisor/chro-advisor/SKILL.md