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Agent Skill · 研究检索

afrexai-workforce-planning(afrexai 劳动力规划)

afrexai-workforce-planning 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

afrexai-workforce-planning 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 7,942。

总安装 17,616周安装 734GitHub Stars 公开资料未说明下载 5,872核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:afrexai-workforce-planning(afrexai 劳动力规划)
来源仓库:https://github.com/1kalin/afrexai-workforce-planning
安装命令:
openclaw skills install afrexai-workforce-planning
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install afrexai-workforce-planning

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

数据驱动的劳动力规划工具,整合需求预测与技能差距分析。适用于组织架构调整、继任计划与应急人力储备管理。提供可视化看板与情景模拟支持战略决策制定。需校准历史数据准确性并考虑业务波动因素影响。建议每季度更新模型参数以保持预测时效性。

afrexai-workforce-planning 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install afrexai-workforce-planning;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

afrexai-workforce-planning 怎么安装?

在终端执行 openclaw skills install afrexai-workforce-planning。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

afrexai-workforce-planning 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

afrexai-workforce-planning 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

afrexai-workforce-planning 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

afrexai-workforce-planning 用的人多吗?

公开数据是累计安装 17,616 次,近一周安装 734 次,下载 5,872 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

afrexai-workforce-planning 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
afrexai-workforce-planning

afrexai 劳动力规划 · 本页

17,616—需要联网MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Workforce Planning Framework

Build a data-driven workforce plan that aligns headcount, skills, and costs with business goals. Covers demand forecasting, gap analysis, succession planning, and contingent workforce strategy.

When to Use

  • Annual or quarterly headcount planning
  • Post-merger workforce integration
  • Scaling teams for new product lines
  • Reducing labor costs without layoffs
  • Building succession pipelines for critical roles

How It Works

1. Current State Audit

Map every role against these dimensions:

DimensionWhat to Capture
HeadcountFilled vs open vs frozen positions by department
Skills inventoryTechnical + soft skills rated 1-5 per employee
Tenure riskYears in role, flight risk score (low/med/high)
Cost profileFully loaded cost (salary + benefits + overhead)
UtilizationBillable/productive hours ÷ available hours

Benchmark: Fully loaded cost typically runs 1.25x-1.4x base salary (US), 1.3x-1.5x (UK/EU).

2. Demand Forecasting

Three methods — use all three and triangulate:

Revenue-per-employee model:

Required headcount = Target revenue ÷ Revenue per employee
  • SaaS benchmark: $200K-$350K revenue per employee (2026)
  • Professional services: $150K-$250K
  • Manufacturing: $180K-$300K

Driver-based model:

Support staff needed = (Projected customers × tickets/customer/month) ÷ tickets/agent/month
Engineers needed = (Planned features × avg dev-weeks/feature) ÷ available dev-weeks/quarter

Managerial span model:

Managers needed = Total ICs ÷ Target span of control
  • Engineering: 5-8 ICs per manager
  • Sales: 6-10 reps per manager
  • Support: 10-15 agents per manager

3. Gap Analysis

For each department, calculate:

MetricFormula
Headcount gapDemand forecast - Current headcount - Pipeline hires
Skills gapRequired skill level - Current avg skill level (by competency)
Experience gapRoles requiring 5+ years - Employees with 5+ years
Diversity gapTarget representation - Current representation
Budget gapRequired fully loaded cost - Approved budget

Priority scoring:

Priority = (Business impact × 3) + (Time to fill × 2) + (Availability risk × 1)

Each factor scored 1-5. Anything scoring 20+ gets immediate action.

4. Supply Strategies

Match each gap to the right channel:

Gap TypeStrategyTimelineCost Index
Critical skill, long-term needFull-time hire45-90 days1.0x
Critical skill, short-term needContract/freelance5-15 days1.5-2.0x
Emerging skill, current teamUpskilling/reskilling3-6 months0.2x
Leadership pipelineInternal promotion + coaching6-12 months0.3x
Volume scalingOutsource/offshore30-60 days0.4-0.6x
Repetitive tasksAI agent automation2-8 weeks0.1x ongoing

2026 stat: Companies using AI agents for workforce tasks report 30-40% reduction in administrative HR workload (TimeTrex, Feb 2026).

5. Succession Planning

For every critical role (role where vacancy causes >$50K/month revenue impact):

  • Identify 2-3 internal successors rated on readiness (ready now / 6 months / 12+ months)
  • Build development plans with specific skill gaps and training
  • Set emergency coverage — who steps in tomorrow if this person leaves?
  • Track flight risk quarterly — compensation competitiveness, engagement scores, tenure patterns

Key number: Replacing a senior employee costs 100-200% of annual salary. Succession planning cuts this by 50-70%.

6. Contingent Workforce Strategy

Map your workforce mix target:

CategoryTypical %Best For
Full-time employees70-80%Core competencies, IP, culture
Contractors/freelancers10-15%Specialized skills, surge capacity
Outsourced teams5-10%Non-core operations, scale
AI agents5-15%Data processing, scheduling, reporting

Compliance flags:

  • IRS 20-factor test (US) — misclassification penalties up to $50/filing
  • IR35 (UK) — inside/outside determination required before engagement
  • EU Working Time Directive — applies to some contractor arrangements

7. Annual Workforce Plan Template

WORKFORCE PLAN — [COMPANY] — [YEAR]

Executive Summary:
- Current headcount: [X]
- Planned end-of-year headcount: [Y]
- Net change: [+/- Z]
- Total labor budget: $[amount]
- Key risks: [top 3]

Department Plans:
[For each department]
- Current: [X] FTEs, [Y] contractors
- Planned: [X'] FTEs, [Y'] contractors
- Key hires: [role, level, Q target]
- Skills to develop: [skill, # employees, program]
- Automation opportunities: [task, estimated savings]
- Budget: $[amount] (+/-% vs current)

Succession Pipeline:
- Critical roles at risk: [count]
- Roles with ready-now successor: [count] ([%])
- Development investments needed: $[amount]

Contingent Workforce:
- Current mix: [X]% FTE / [Y]% contractor / [Z]% outsourced
- Target mix: [X']% / [Y']% / [Z']%
- Estimated savings from mix optimization: $[amount]

8. Quarterly Review Cadence

QuarterFocus
Q1Full plan build, budget approval, hiring roadmap
Q2Mid-year check — actual vs plan, adjust for business changes
Q3Succession review, performance calibration, retention risk
Q4Next-year demand forecast, budget submission, strategic shifts

Each review should answer:

  1. Are we on track with hiring plan? (within 10% = green)
  2. Any critical roles unfilled >60 days?
  3. Has business direction changed enough to reforecast?
  4. Are we spending within 5% of labor budget?
  5. Any retention risks that need immediate action?

Resources

- Recruitment Pack: hiring pipelines, candidate scoring, interview frameworks - Professional Services Pack: utilization tracking, capacity planning, resource allocation

  • Agent Setup Wizard — Deploy workforce automation in minutes
  • Bundles: Pick 3 for $97 | All 10 for $197 | Everything Bundle $247

平台分布

OpenClaw

87.38%
按下载量换算5,131

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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