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Agent Skill · 研究检索

high-output-management(高产出管理)

high-output-management 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

high-output-management 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,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 26,147。

总安装 3,623周安装 148GitHub Stars 85下载 1,172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
unknown

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:high-output-management(高产出管理)
来源仓库:https://github.com/guia-matthieu/clawfu-skills
仓库路径:skills/high-output-management
安装命令:
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill high-output-management
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill high-output-management

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。

用于查找、检索和筛选相关信息,支持关键词和任务场景定位。适合在 Codex、Claude、Cursor、Gemini CLI 中快速获取候选结果。可结合来源仓库和原始 README 核验具体用法。

安装方式:npx skills add https://github.com/guia-matthieu/clawfu-skills --skill high-output-management。建议确认权限范围、维护状态及是否触发联网或文件读写。

来源仓库内路径:skills/high-output-management

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/guia-matthieu/clawfu-skills --skill high-outpu…;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

high-output-management 怎么安装?

在终端执行 npx skills add https://github.com/guia-matthieu/clawfu-skills --skill high-output-manageme…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

high-output-management 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

high-output-management 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

high-output-management 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

high-output-management 用的人多吗?

公开数据是累计安装 3,623 次,近一周安装 148 次,下载 1,172 次,GitHub 85 星。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。

high-output-management 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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 Codex,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。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
high-output-management

高产出管理 · 本页

3,62385只读未明确通过

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

High Output Management

Think like Intel's legendary CEO. Apply Andy Grove's management operating system to maximize your team's output through leverage, OKRs, and systematic decision-making.

When to Use This Skill

  • Scaling a team when individual contribution isn't enough
  • Performance management to measure and improve output
  • Meeting optimization to make meetings productive
  • Decision-making in management contexts
  • New manager transition from individual contributor
  • Organizational design for efficiency

Methodology Foundation

AspectDetails
SourceAndy Grove - High Output Management (1983)
Core Principle"A manager's output = Output of their organization + Output of neighboring organizations under their influence."
Why This MattersManagement is a skill, not just a title. Grove's engineering approach to management created modern tech management practices, including OKRs (used by Google, Intel, LinkedIn, etc.).

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures analysis frameworksStrategic priorities
Synthesizes market dataCompetitive positioning
Identifies opportunitiesResource allocation
Creates strategic optionsFinal strategy selection
Suggests implementation approachesExecution decisions

What This Skill Does

  1. Defines management as output - Measurable, not abstract
  2. Teaches leverage - Maximize output per unit of management time
  3. Structures 1:1s and meetings - For information gathering and decision-making
  4. Introduces OKRs - Objectives and Key Results framework
  5. Builds management rhythm - Systematic operating cadence
  6. Improves performance management - Task-relevant maturity

How to Use

Design Your Management System

I'm managing a team of [X] people doing [type of work].
Help me design a Grove-style management operating system.

Improve Your Leverage

I'm spending my time on [activities].
Apply High Output Management thinking to improve my leverage.

Set Up OKRs

Help me create OKRs for [team/individual/company].
Context: [current goals, challenges]

Instructions

Step 1: Understand Management as Production

## The Production Principle

### Grove's Key Insight

Management isn't about status or authority.
Management is about OUTPUT.

**A manager's output =**
Output of their team +
Output of other teams they influence

### The Factory Analogy

Think of your team as a production line:
- Raw materials → Work in progress → Finished goods
- Input → Process → Output

**Your job:**
1. Identify limiting steps
2. Remove bottlenecks
3. Increase throughput
4. Maintain quality

### Manager Activities

Everything you do falls into three categories:

**1. Information gathering**
- 1:1s
- Staff meetings
- Reports
- Walking around

**2. Information giving**
- Direction setting
- Teaching
- Decisions communicated
- Feedback

**3. Decision-making**
- Prioritization
- Resource allocation
- Hiring/firing
- Process design

### The Leverage Equation

**Leverage = Output / Activity**

High leverage activities:
- Training (multiplies across many people)
- Decisions (unlock blocked work)
- Systems (automate repeated work)

Low leverage activities:
- Doing work others could do
- Meetings without decisions
- Reviewing what's already done well

Step 2: Master Management Leverage

## Types of Leverage

### High Leverage Activities

**1. Training**
An hour spent training 10 people = 10 hours of improved output.
Training has the highest ROI of any management activity.

**Questions:**
- Who on my team could I train?
- What knowledge do I have that would help them?
- How can I systematize training?

**2. Decisions that unblock work**
When your decision is the bottleneck, make it.
Delayed decisions multiply delays.

**Questions:**
- What decisions are people waiting on?
- Which decisions must be mine vs. delegated?
- How fast am I making decisions?

**3. Motivation and recognition**
Peak performance requires motivation, not just direction.
Recognition costs you nothing but drives output.

**Questions:**
- Who deserves recognition this week?
- What motivates each person on my team?
- Am I providing meaning, not just tasks?

### Low Leverage Traps

**1. Doing work yourself**
If someone else can do it 70% as well, delegate.
Your job is enabling output, not doing output.

**2. Attending meetings you don't need**
Every meeting is time not doing high-leverage work.
Audit: "Would this meeting happen without me?"

**3. Over-reviewing work**
Review is valuable. Over-review is micromanagement.
Match review depth to risk and skill level.

### The Meddling Trap

**Signs you're meddling:**
- Making decisions your team should make
- Reviewing work that doesn't need review
- Being in every meeting
- People wait for your approval on everything

**The fix:**
Delegate. Then don't take it back.

Step 3: Run Effective Meetings

## Grove on Meetings

### Two Types of Meetings

**Process-oriented meetings (Regular)**
- 1:1s
- Staff meetings
- Operations reviews

Purpose: Information flow, coordination, rhythm

**Mission-oriented meetings (Ad hoc)**
- Decisions needed
- Problems to solve
- Opportunities to evaluate

Purpose: Make a decision, then disband

### The 1:1

**Purpose:**
- Information exchange (both ways)
- Mutual teaching and coaching
- Problem surfacing
- Relationship building

**Frequency:**
Depends on task-relevant maturity (more often for newer/struggling people).
Weekly is baseline. Bi-weekly for senior/independent people.

**Agenda:**
Report's agenda, not manager's.
Manager asks questions, doesn't lecture.

**Structure:**
1. Report shares what's going well
2. Report shares challenges/blockers
3. Manager asks clarifying questions
4. Discussion of development/priorities
5. Manager shares relevant context

**Key principle:**
The 1:1 is their meeting, not yours.

### Staff Meetings

**Purpose:**
- Cross-team information sharing
- Peer-level problem solving
- Coordination decisions

**What doesn't belong:**
- Reporting what could be read
- Manager lecturing
- Decisions without the right people

**Facilitation:**
Manager as facilitator, not star.
"What does the group think?"

### Operations Reviews

**Purpose:**
- Present to senior management
- Teaching tool (everyone learns)
- Accountability mechanism

**Format:**
Formal presentation + Q&A
Monthly or quarterly

### Decision Meetings

**Purpose:**
Make a specific decision

**Requirements:**
- Clear decision to be made
- Right people in the room
- Data/options prepared
- End with decision + owner

**Rule:**
If you didn't make a decision, the meeting failed.

Step 4: Implement OKRs

## Objectives and Key Results

### Origin

Andy Grove invented OKRs at Intel.
John Doerr brought them to Google.
Now used by thousands of companies.

### The Framework

**Objective:**
What do we want to achieve?
- Qualitative
- Inspirational
- Time-bound (usually quarterly)

**Key Results:**
How will we know we achieved it?
- Quantitative
- Measurable
- 3-5 per objective

### Good OKRs

**Objective:** Become the preferred CRM for mid-market companies

**Key Results:**
1. Increase NPS from 42 to 55
2. Grow mid-market ARR from $5M to $8M
3. Reduce mid-market churn from 8% to 5%
4. Launch 3 features identified by mid-market research

### Bad OKRs

**Objective:** Improve the product

**Key Results:**
1. Ship features
2. Fix bugs
3. Make customers happy

**Problems:**
- Objective is vague
- Key results aren't measurable
- No targets to aim for

### OKR Principles

**1. Cascading alignment**
Company OKRs → Team OKRs → Individual OKRs
Each level supports the level above.

**2. Stretch goals**
70% achievement = success
100% = you aimed too low
If you always hit OKRs, they're not ambitious enough.

**3. Public and transparent**
Everyone can see everyone's OKRs.
Creates alignment and accountability.

**4. Separate from compensation**
OKRs are for focus and alignment.
Don't tie to bonuses (creates sandbagging).

### OKR Cadence

**Quarterly:**
- Set new OKRs at quarter start
- Review at quarter end
- Score (0.0 to 1.0)

**Weekly:**
- Check in on key results
- Adjust activities
- Surface blockers

**Never:**
- Change OKRs mid-quarter (unless massive shift)
- Let OKRs become task lists
- Forget to review

Step 5: Task-Relevant Maturity

## Matching Management to Maturity

### The Framework

**Task-Relevant Maturity (TRM):**
How experienced/capable is this person at THIS specific task?

Note: Not overall experience. Task-specific.

### TRM Levels and Management Style

**Low TRM:**
- New to task
- Uncertain, needs guidance
- Might fail without support

**Management style:** Structured
- Clear instructions
- Defined process
- Frequent check-ins
- More directive

**Medium TRM:**
- Some experience
- Can do basics independently
- Needs coaching for advanced

**Management style:** Coaching
- Ask more than tell
- Check results, not process
- Problem-solve together
- Guide decisions

**High TRM:**
- Expert at this task
- Knows more than you might
- Self-directed

**Management style:** Delegation
- Set objectives, let them run
- Infrequent check-ins
- Available when needed
- Trust their judgment

### The Matching Principle

**Wrong match = Problems:**

High TRM + Directive = Demotivation
"You're micromanaging me!"

Low TRM + Delegation = Failure
"I didn't know what I was doing and no one helped."

### TRM Is Task-Specific

**Example:**
A senior engineer (High TRM at coding) who becomes a manager
is Low TRM at management. Manage them accordingly.

**Reassess when:**
- New tasks/responsibilities
- New environment
- Declining performance
- Explicit request for support

Examples

Example 1: Management Operating System Design

Input:

"I manage a team of 8 engineers. I feel like I'm in meetings all day and not adding value. Help me design a Grove-style management system."

Output:

Management Operating System: Engineering Team

Current State Analysis

8 direct reports = Full management load

Grove recommends 6-8 direct reports maximum. You're at capacity. Focus on leverage.

Weekly Rhythm

DayAMPM
Monday1:1s (2)Team Planning
Tuesday1:1s (2)Focus Time
Wednesday1:1s (2)Cross-Team Sync
Thursday1:1s (2)Focus Time
FridayStaff MeetingDecision Time

Total 1:1 time: 4-8 hours/week (30-60 min each) Total meeting time: ~12 hours/week Focus/leverage time: ~20 hours/week

Meeting Structure

1:1s (30-60 min each)

Template:
1. How are you doing? (5 min)
   - Energy, mood, blockers

2. What did you accomplish? (10 min)
   - Celebrate wins
   - Surface issues early

3. What's challenging? (15 min)
   - Blocker removal
   - Coaching opportunities

4. What's next? (10 min)
   - Priorities aligned
   - Support needed

5. Anything else? (5 min)
   - Open floor

Staff Meeting (Friday, 60 min)

Agenda:
1. Announcements (5 min)
   - Company updates, logistics

2. Metrics review (10 min)
   - Key team metrics
   - Trends, anomalies

3. Around the horn (20 min)
   - Each person: 2 min
   - What's going well, what's stuck

4. Discussion topic (20 min)
   - One deep dive
   - Rotating owner each week

5. Decisions needed (5 min)
   - Quick decisions or schedule decision meeting

Leverage Analysis

High Leverage Activities (Increase these):

ActivityCurrentTargetHow
Training/coaching2 hr/wk5 hr/wkAdd 30 min to each 1:1 for skill building
Decision-makingReactiveProactiveSchedule "Decision Time" Friday PM
System building0 hr/wk3 hr/wkOne system improvement per week

Low Leverage Activities (Reduce these):

ActivityCurrentAction
Status meetings4 hr/wkAsync updates, meeting only for discussion
Code review5 hr/wkReduce to critical PRs only
Attending meetingsManyAsk: "Do they need me?"

Management Dashboard

Track weekly:

## Week of [Date]

### Team Output
- [ ] Shipped: [features/projects]
- [ ] Velocity: [points/items]
- [ ] Quality: [bugs, incidents]

### My Activities
- [ ] 1:1s completed: 8/8
- [ ] High leverage hours: [X]
- [ ] Decisions made: [list]
- [ ] Blockers removed: [list]

### Next Week Focus
- [ ] [Priority 1]
- [ ] [Priority 2]
- [ ] [Priority 3]

Example 2: OKR Creation

Input:

"Help me create OKRs for my product marketing team. We're focused on launching a new product line and improving our competitive positioning."

Output:

Q2 OKRs: Product Marketing Team

Objective 1: Successfully launch Product Line X

Key Results:

KRMetricCurrentTarget
1.1Launch assets delivered on timeN/A100%
1.2Sales team trained0%100% enabled
1.3Pipeline generated in first 30 days$0$500K
1.4Analyst coverage secured03 analysts

Initiatives:

  • Create launch messaging and positioning
  • Build sales enablement kit
  • Execute launch campaign
  • Brief analysts

Objective 2: Establish clear competitive differentiation

Key Results:

KRMetricCurrentTarget
2.1Sales win rate vs. competitor A35%50%
2.2Battle cards usage by sales20%80%
2.3Competitive content produced2 assets10 assets
2.4Sales confidence score (survey)3.2/54.2/5

Initiatives:

  • Deep competitive analysis
  • Create/update battle cards
  • Competitive training sessions
  • Win/loss program

Objective 3: Improve product marketing efficiency

Key Results:

KRMetricCurrentTarget
3.1Time from product brief to launch8 weeks5 weeks
3.2Asset reuse rate15%40%
3.3Sales satisfaction with PMM3.5/54.5/5

Initiatives:

  • Templatize launch playbook
  • Build reusable content library
  • Weekly sales sync

OKR Tracking Cadence

Weekly:

  • Update key result progress
  • Identify blockers
  • Adjust activities (not OKRs)

Monthly:

  • OKR review in staff meeting
  • Score progress (0.0-1.0)
  • Course correct

End of Quarter:

  • Final scoring
  • Retrospective
  • Input to next quarter OKRs

OKR Scoring Guide

ScoreMeaning
0.0-0.3Failed to make progress
0.4-0.6Progress but fell short
0.7-0.9Strong delivery
1.0Fully achieved (maybe too easy?)

Target: Average 0.7 across OKRs


Example 3: Task-Relevant Maturity Assessment

Input:

"I have a team member who's been an engineer for 5 years but just got promoted to tech lead. How do I manage them?"

Output:

TRM Assessment: New Tech Lead

Analysis

Overall experience: High (5 years engineering) Task-relevant maturity for leadership: Low

Why Low TRM for leadership:

  • First time leading
  • Different skills required
  • New failure modes
  • New stakeholder relationships

Recommended Management Approach

Phase 1: First 30 Days - Structured Support

ActivityFrequencyPurpose
1:1s2x/weekClose monitoring
Check-insDailySurface problems early
ShadowingKey meetingsTeach by example

Coaching focus:

  • How to run 1:1s with their team
  • How to give feedback
  • How to delegate effectively
  • How to communicate up

Explicit guidance: "For the first month, I want you to tell me before you make these decisions: [list]. Not because I don't trust you, but because I want to help you learn the judgment behind them."

Phase 2: Days 30-90 - Coaching Mode

ActivityFrequencyPurpose
1:1sWeeklyReflection and learning
Check-ins2x/weekLighter touch
DebriefAfter key situationsExtract learnings

Coaching focus:

  • "What did you try? What happened?"
  • "What would you do differently?"
  • "What's your read on [situation]?"

Gradually:

  • Remove decision approval requirements
  • Ask more questions, give less direction
  • Celebrate growing independence

Phase 3: Day 90+ - Delegation Mode

ActivityFrequencyPurpose
1:1sWeekly or bi-weeklyPartnership
Check-insAs neededAvailable when called

By now:

  • They're making most decisions independently
  • They come to you for advice, not approval
  • They're developing their own team

Warning Signs to Watch

Struggling (intervene):

  • Team complaining about lack of direction
  • Decisions being avoided
  • Burnout signs
  • Reverting to IC work

Thriving (celebrate):

  • Team is productive
  • Confident in decisions
  • Seeking new challenges
  • Developing others

The Transition Conversation

"[Name], you've been a strong engineer, and I'm excited about your move to tech lead. I want to be clear: this is a new job with new skills.

For the first month, I'm going to be more hands-on than usual. Not because I don't trust you—because I do—but because leadership has different failure modes than engineering, and I want to set you up to succeed.

As you get more comfortable, I'll step back. My goal is for you to be running your team independently within 90 days.

What questions do you have? What are you most nervous about?"


Checklists & Templates

Weekly Management Review

## Week of [Date] - Management Review

### Team Output
- Shipped: [list]
- Progress: [key initiatives]
- Quality: [issues, wins]

### Leverage Assessment
- High leverage hours: [X] / Target: [Y]
- Low leverage activities cut: [list]
- Decisions made: [list]
- Blockers removed: [list]

### People
- 1:1s completed: [X]/[Y]
- Development conversations: [who]
- Recognition given: [who, what]
- Performance concerns: [who, what]

### Improvement
- What did I do this week that only I could do?
- What did I do that someone else should do?
- What should I do more of next week?

1:1 Template

## 1:1 with [Name] - [Date]

### Check-in
- How are you doing? (1-10)
- What's your energy like?

### Their Agenda
-
-
-

### My Questions
-
-

### Discussion Notes

### Decisions/Commitments
- [ ]
- [ ]

### Follow-ups
- [ ] Me:
- [ ] Them:

### Next 1:1
- Date:
- Topic to revisit:

Skill Boundaries

What This Skill Does Well

  • Structuring strategic analysis
  • Identifying market opportunities
  • Creating strategic frameworks
  • Synthesizing competitive data

What This Skill Cannot Do

  • Replace market research
  • Guarantee strategic success
  • Know proprietary competitor info
  • Make executive decisions

References

  • Grove, Andy. "High Output Management" (1983, updated 1995)
  • Doerr, John. "Measure What Matters" (2018) - OKRs
  • Intel management practices
  • Google OKR implementation
  • Ben Horowitz on Grove's influence

Related Skills


Skill Metadata

  • Mode: centaur
name: high-output-management
category: leadership
subcategory: management
version: 1.0
author: MKTG Skills
source_expert: Andy Grove
source_work: High Output Management
difficulty: intermediate
estimated_value: $5,000+ management training
tags: [management, Andy Grove, Intel, OKRs, leverage, meetings, performance]
created: 2026-01-25
updated: 2026-01-25

平台分布

Codex

39.06%
按下载量换算458

Claude

31.02%
按下载量换算364

Cursor

17.33%
按下载量换算203

Gemini CLI

10.12%
按下载量换算119

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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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