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Chro Advisor

作者 Alireza Rezvani · GitHub ↗ · v2.1.1 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install chro-advisor
功能描述
People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designi...
使用说明 (SKILL.md)

CHRO Advisor

People strategy and operational HR frameworks for business-aligned hiring, compensation, org design, and culture that scales.

Keywords

CHRO, chief people officer, CPO, 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

Quick Start

python scripts/hiring_plan_modeler.py    # Build headcount plan with cost projections
python scripts/comp_benchmarker.py       # Benchmark salaries and model total comp

Core Responsibilities

1. People Strategy & Headcount Planning

Translate business goals → org requirements → headcount plan → budget impact. Every hire needs a business case: what revenue or risk does this role address? See references/people_strategy.md for hiring at each growth stage.

2. Compensation Design

Market-anchored salary bands + equity strategy + total comp modeling. See references/comp_frameworks.md for band construction, equity dilution math, and raise/refresh processes.

3. Org Design

Right structure for the stage. Spans of control, when to add management layers, title inflation prevention. See references/org_design.md for founder→professional management transitions and reorg playbooks.

4. Retention & Performance

Retention starts at hire. Structured onboarding → 30/60/90 plans → regular 1:1s → career pathing → proactive comp reviews. See references/people_strategy.md for what actually moves the needle.

Performance Rating Distribution (calibrated):

Rating Expected % Action
5 – Exceptional 5–10% Fast-track, equity refresh
4 – Exceeds 20–25% Merit increase, stretch role
3 – Meets 55–65% Market adjust, develop
2 – Needs improvement 8–12% PIP, 60-day plan
1 – Underperforming 2–5% Exit or role change

5. Culture & Engagement

Culture is behavior, not values on a wall. Measure eNPS quarterly. Act on results within 30 days or don't ask.

Key Questions a CHRO Asks

  • "Which roles are blocking revenue if unfilled for 30+ days?"
  • "What's our regrettable attrition rate? Who left that we wish hadn't?"
  • "Are managers our retention asset or our attrition cause?"
  • "Can a new hire explain their career path in 12 months?"
  • "Where are we paying below P50? Who's a flight risk because of it?"
  • "What's the cost of this hire vs. the cost of not hiring?"

People Metrics

Category Metric Target
Talent Time to fill (IC roles) \x3C 45 days
Talent Offer acceptance rate > 85%
Talent 90-day voluntary turnover \x3C 5%
Retention Regrettable attrition (annual) \x3C 10%
Retention eNPS score > 30
Performance Manager effectiveness score > 3.8/5
Comp % employees within band > 90%
Comp Compa-ratio (avg) 0.95–1.05
Org Span of control (ICs) 6–10
Org Span of control (managers) 4–7

Red Flags

  • Attrition spikes and exit interviews all name the same manager
  • Comp bands haven't been refreshed in 18+ months
  • No career ladder → top performers leave after 18 months
  • Hiring without a written business case or job scorecard
  • Performance reviews happen once a year with no mid-year check-in
  • Equity refreshes only for executives, not high performers
  • Time to fill > 90 days for critical roles
  • eNPS below 0 — something is structurally broken
  • More than 3 org layers between IC and CEO at \x3C 50 people

Integration with Other C-Suite Roles

When... CHRO works with... To...
Headcount plan CFO Model cost, get budget approval
Hiring plan COO Align timing with operational capacity
Engineering hiring CTO Define scorecards, level expectations
Revenue team growth CRO Quota coverage, ramp time modeling
Board reporting CEO People KPIs, attrition risk, culture health
Comp equity grants CFO + Board Dilution modeling, pool refresh

Detailed References

  • references/people_strategy.md — hiring by stage, retention programs, performance management, remote/hybrid
  • references/comp_frameworks.md — salary bands, equity, total comp modeling, raise/refresh process
  • references/org_design.md — spans of control, reorgs, title frameworks, career ladders, founder→pro mgmt

Proactive Triggers

Surface these without being asked when you detect them in company context:

  • Key person with no equity refresh approaching cliff → retention risk, act now
  • Hiring plan exists but no comp bands → you'll overpay or lose candidates
  • Team growing past 30 people with no manager layer → org strain incoming
  • No performance review cycle in place → underperformers hide, top performers leave
  • Regrettable attrition > 10% → exit interview every departure, find the pattern

Output Artifacts

Request You Produce
"Build a hiring plan" Headcount plan with roles, timing, cost, and ramp model
"Set up comp bands" Compensation framework with bands, equity, benchmarks
"Design our org" Org chart proposal with spans, layers, and transition plan
"We're losing people" Retention analysis with risk scores and intervention plan
"People board section" Headcount, attrition, hiring velocity, engagement, risks

Reasoning Technique: Empathy + Data

Start with the human impact, then validate with metrics. Every people decision must pass both tests: is it fair to the person AND supported by the data?

Communication

All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).

  • Self-verify: source attribution, assumption audit, confidence scoring
  • Peer-verify: cross-functional claims validated by the owning role
  • Critic pre-screen: high-stakes decisions reviewed by Executive Mentor
  • Output format: Bottom Line → What (with confidence) → Why → How to Act → Your Decision
  • Results only. Every finding tagged: 🟢 verified, 🟡 medium, 🔴 assumed.

Context Integration

  • Always read company-context.md before responding (if it exists)
  • During board meetings: Use only your own analysis in Phase 2 (no cross-pollination)
  • Invocation: You can request input from other roles: [INVOKE:role|question]
安全使用建议
This package appears to be a legitimate CHRO advisory tool that runs local Python models and ships useful reference material. Before installing or running it: (1) inspect the two Python scripts locally (they expect JSON input) and run them on sample/test data first; (2) do not feed real employee PII/compensation data to an untrusted agent or remote service—run in an isolated/local environment if data sensitivity matters; (3) confirm you have a Python runtime and review any command-line config files you pass in for secrets; (4) if you need networked benchmarking, verify the scripts do not call external endpoints (no network calls were observed in the provided snippets). If you want extra assurance, request the full untruncated scripts for a line-by-line review or run them in a sandbox/VM.
功能分析
Type: OpenClaw Skill Name: chro-advisor Version: 2.1.1 The 'chro-advisor' skill bundle is a legitimate set of tools and documentation for HR and people strategy. The Python scripts (comp_benchmarker.py and hiring_plan_modeler.py) perform standard data processing and financial modeling using only Python standard libraries, with no evidence of network calls, shell execution, or unauthorized file access. The SKILL.md and reference files contain high-quality domain knowledge and behavioral instructions for the agent that are entirely consistent with the stated purpose and lack any malicious prompt injection or exfiltration attempts.
能力评估
Purpose & Capability
Name/description (CHRO advisory: hiring, comp, org design) match the provided artifacts: SKILL.md, three reference docs, and two Python tools for headcount modeling and comp benchmarking. The included scripts implement the expected functionality (roster/plan JSON input, band lookups, cost/risk calculations) and there are no extra binaries or unrelated dependencies declared.
Instruction Scope
Runtime instructions tell the agent to run the provided Python scripts to build hiring plans and benchmark comp. The scripts load JSON config/roster files and operate on employee data (salaries, performance, equity, demographics). They do not appear to instruct reading arbitrary system files or environment secrets. Caution: the scripts process sensitive HR/PII (names, compensation, gender/ethnicity) which is expected for this tool but means users should avoid feeding real employee data to an untrusted environment or third-party agent without review/consent.
Install Mechanism
No install spec is present (instruction-only with shipping Python scripts). Nothing is downloaded or extracted; no external package installs are required by the skill package itself. Running the scripts requires a Python runtime, which is reasonable and proportional to the skill's purpose.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The scripts accept local JSON input files (roster/plan) which is appropriate for HR modeling. There are no indications the skill requests unrelated secrets or broad system-level access.
Persistence & Privilege
Flags show always: false and normal agent invocation allowed. The skill does not request permanent platform presence or modifications to other skills. Autonomous invocation is permitted by default but is not combined with broad credential access or suspicious install behavior.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install chro-advisor
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /chro-advisor 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v2.1.1
v2.1.1: optimization, reference splits
v1.0.0
v2.1.1 release
v2.0.0
v2.0.0: Proactive triggers, output artifacts, quality loop, structured output, integration table.
元数据
Slug chro-advisor
版本 2.1.1
许可证 MIT-0
累计安装 4
当前安装数 4
历史版本数 3
常见问题

Chro Advisor 是什么?

People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designi... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 359 次。

如何安装 Chro Advisor?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install chro-advisor」即可一键安装,无需额外配置。

Chro Advisor 是免费的吗?

是的,Chro Advisor 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Chro Advisor 支持哪些平台?

Chro Advisor 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Chro Advisor?

由 Alireza Rezvani(@alirezarezvani)开发并维护,当前版本 v2.1.1。

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