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Agent Skill · 研究检索

bookforge-startup-traction-strategy-by-phase(Bookforge 初创公司分阶段牵引策略)

bookforge-startup-traction-strategy-by-phase 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。

bookforge-startup-traction-strategy-by-phase 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为调用外部服务;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 38,892。

总安装 1,497周安装 63GitHub Stars 公开资料未说明下载 524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

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请帮我安装这个 Agent Skill:bookforge-startup-traction-strategy-by-phase(Bookforge 初创公司分阶段牵引策略)
来源仓库:https://github.com/quochungto/bookforge-startup-traction-strategy-by-phase
安装命令:
openclaw skills install bookforge-startup-traction-strategy-by-phase
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。

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ClawHubOpenClaw
openclaw skills install bookforge-startup-traction-strategy-by-phase

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。

按发展阶段诊断并制定牵引增长战略。覆盖产品验证、市场拓展到规模化各阶段需求。提供阶段性行动框架与关键指标指引。适用于 OpenClaw 中的战略规划辅助场景。建议配合实际运营数据评估适用性。

bookforge-startup-traction-strategy-by-phase 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 bookforge-startup-traction-strategy-by-phase;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

    它需要调用外部服务,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

bookforge-startup-traction-strategy-by-phase 怎么安装?

在终端执行 openclaw skills install bookforge-startup-traction-strategy-by-phase。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

bookforge-startup-traction-strategy-by-phase 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。

bookforge-startup-traction-strategy-by-phase 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

bookforge-startup-traction-strategy-by-phase 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。

bookforge-startup-traction-strategy-by-phase 用的人多吗?

公开数据是累计安装 1,497 次,近一周安装 63 次,下载 524 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。

bookforge-startup-traction-strategy-by-phase 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
bookforge-startup-traction-strategy-by-phase

Bookforge 初创公司分阶段牵引策略 · 本页

1,497—调用外部服务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

name
startup-traction-strategy-by-phase
description
Guide startup growth strategy by diagnosing which phase the startup is in (Phase I: making something people want, Phase II: marketing something people want, Phase III: scaling) and selecting phase-appropriate traction channels. Use whenever a startup founder, growth marketer, or product leader is deciding how to split time between product and traction, asking whether they have product-market fit, choosing which channels fit their current stage, dealing with rising CAC or saturating channels, wondering if they should pivot, applying the 50% Rule, or escaping the Product Trap ('if we build it they will come'). Activates on phrases like 'product-market fit', 'phase I', 'phase II', 'scaling', 'growth strategy', 'should we pivot', '50% rule', 'product trap', 'traction vs product', 'which channels for our stage', 'moving the needle'.
version
1.0.0
homepage
https://github.com/bookforge-ai/bookforge-skills/tree/main/books/traction/skills/startup-traction-strategy-by-phase
metadata
{"openclaw":{"emoji":"📚","homepage":"https://github.com/bookforge-ai/bookforge-skills"}}
status
draft
source-books
title
Traction: A Startup Guide to Getting Customers
authors
["Gabriel Weinberg", "Justin Mares"]
chapters
[4]
domain
startup-growth
tags
[startup-growth, growth-strategy, startup-phases, product-market-fit, marketing-strategy]
depends-on
[]
execution
tier
1
mode
hybrid
inputs
description
Startup state — metrics, team size, product maturity, current traction activities
tools-required
[Read, Write]
tools-optional
[AskUserQuestion]
mcps-required
[]
environment
Plain-text working directory for phase diagnosis and channel strategy documents
discovery
goal
Diagnose the startup's current phase and produce a phase-appropriate traction strategy
tasks
audience
roles
[startup-founder, growth-marketer, head-of-marketing]
experience
beginner-to-intermediate
when_to_use
triggers
prerequisites
[]
not_for
environment
codebase_required
false
codebase_helpful
false
works_offline
true
quality
scores
with_skill
null
baseline
null
delta
null
tested_at
null
eval_count
0
assertion_count
12
iterations_needed
0

Startup Traction Strategy by Phase

When to Use

The startup is somewhere on the growth curve and needs a phase-appropriate traction strategy. Use this skill when:

  • The founder can't tell if they have product-market fit yet
  • Growth has plateaued and the channels that worked before aren't working now
  • The founder is spending 90%+ of their time on product
  • A pivot is being considered
  • The user asks "what should we focus on for growth right now?"

Context & Input Gathering

Required Context (must have — ask if missing)

  • Current metrics: users, revenue, growth rate (even rough)

→ Check prompt for: numeric counts, percentages, trends → If missing, ask: "What are your current metrics? Rough numbers are fine — users, paying customers, monthly growth."

  • Time allocation: how the founder/team is currently splitting effort

→ Check prompt for: "spending X% on", "we focus on", "most of our time" → If missing, ask: "Roughly how is your week split between product work and getting customers?"

  • Current traction activities: what's actively being tried

→ Check prompt for: "we do X for growth", channel names → If missing, ask: "What are you doing right now to get new customers?"

Observable Context

  • Product maturity: MVP, v1, v2+
  • Team size and composition
  • How customers currently describe the product (satisfaction signals)

Default Assumptions

  • If user count is under 1,000 and no clear growth rate exists → assume Phase I
  • If rough product-market fit signals exist (paying customers, word-of-mouth, retention) → Phase II
  • If established business model with consistent growth → Phase III

Sufficiency Threshold

SUFFICIENT: metrics + time allocation + current activities known
PROCEED WITH DEFAULTS: metrics known; assume time is 90/10 product/traction (the common failure mode)
MUST ASK: metrics are completely unknown (can't diagnose phase)

Process

Use TodoWrite:

  • [ ] Step 1: Diagnose phase
  • [ ] Step 2: Audit time allocation against 50% Rule
  • [ ] Step 3: Map phase-appropriate channels
  • [ ] Step 4: Apply the moving-the-needle filter
  • [ ] Step 5: Produce phase strategy document

Step 1: Diagnose Phase (I / II / III)

ACTION: Classify the startup into one of three phases based on observable signals:

  • Phase I — Making something people want. No product-market fit yet. Signals: low user count, high churn, constant product revision, customers don't obviously stick. The core job is building a product worth marketing.
  • Phase II — Marketing something people want. Product-market fit established. Signals: customers stick, grow by word of mouth, revenue or engagement climbs. The core job is building a sustainable customer-acquisition engine.
  • Phase III — Scaling the business. Business model established, market position significant. Signals: consistent growth rate, unit economics work, the question is how to dominate the market. The core job is scaling proven channels.

Write the diagnosis with one paragraph of evidence to phase-diagnosis.md.

WHY: Every downstream decision depends on phase. A Phase I startup doing Phase III tactics (mass advertising, PR campaigns, full sales teams) wastes money on channels that can't compound without a sticky product. A Phase III startup doing Phase I tactics (personal outreach, hand-holding each customer) underuses scale. Phase mismatch is the most common strategy error.

IF signals are mixed between Phase I and II → default to the earlier phase. The cost of over-investing in traction before fit is higher than the cost of under-investing briefly after fit.

Step 2: Audit Time Allocation Against the 50% Rule

ACTION: Calculate how the founder/team is actually splitting time between product work and traction work. Compare to the 50% Rule: 50% of time on product, 50% on traction — at all times, in parallel, regardless of phase.

If the split is 90/10 product/traction (the common default), name it explicitly. Quote the Product Trap warning: the #1 reason investors pass on otherwise-good founders is focus on product to the exclusion of everything else.

WHY: Most founders wildly over-invest in product. Marc Andreessen: "Almost every failed startup has a product. What failed startups don't have are enough customers." The Product Trap is the belief that "if we build it, they will come." Without explicit time-budget accountability, traction work gets crowded out by product work that always feels more urgent. The 50% Rule is a forcing function, not a guideline.

IF the user resists 50/50 because "the product isn't ready" → that's exactly when you need traction experiments, because channel feedback shapes the product. IF the user is 50/50 already → excellent, skip to Step 3.

Step 3: Map Phase-Appropriate Channels

ACTION: Based on the diagnosed phase, list which channels typically work and which typically don't. Use the mapping in references/phase-channel-fit.md.

Flag any current channel that's mismatched with the phase. Common mismatches:

  • Phase I startup running SEM ads without product-market fit → burning budget on churning users
  • Phase II startup still relying only on personal outreach → hitting volume ceiling
  • Phase III startup ignoring PR → missing biggest growth lever

WHY: Channels have phase fit. "Some traction channels will move the needle early on but fail to work later. Others are hard to get working in Phase I but are major sources of traction in the later phases." Running a Phase I playbook in Phase II means growth stalls. Running a Phase III playbook in Phase I means spending on customers you can't retain. Matching phase to channel is the core of the book's strategy advice.

Step 4: Apply the Moving-the-Needle Filter

ACTION: For each proposed or current traction activity, ask: "Can this plausibly deliver enough new customers to meaningfully advance our traction goal at our current scale?"

Do a back-of-envelope calculation: (target new customers) ÷ (realistic conversion rate, 1-5%) = audience you need to reach. Compare that to the channel's realistic reach. If the math doesn't work, the activity is off the needle.

Phase I needle ≠ Phase III needle:

  • In Phase I, a tweet from a respected person or a speech to 300 people *can* move the needle.
  • In Phase III, if you have 10,000 visitors/day, a blog post that sends 200 visitors is noise.

WHY: Founders waste time on activities that feel productive but can't meaningfully affect growth. The moving-the-needle filter is a math check: does the channel even have the volume to matter? Running a Facebook ad with $100 budget in Phase III is not a test — it's rounding error.

IF an activity can't pass the needle filter → cut it. Put the time back into the 50% traction budget.

Step 5: Produce the Phase Strategy Document

ACTION: Write phase-strategy.md containing:

  1. Phase diagnosis with evidence
  2. Current time allocation vs 50% Rule (and the correction needed)
  3. Phase-appropriate channels — which to pursue, which to cut
  4. Moving-the-needle audit — activities cut, activities kept
  5. Next 4 weeks of traction experiments, sized to the phase

WHY: A written strategy is a forcing function for accountability. "We're Phase I and the 50% Rule says we need more unscalable outreach" is easier to hold the team to than a verbal agreement. The document also makes phase transitions legible — in 3 months, re-read it and ask "what phase are we in now?"

Inputs

  • Startup metrics (users, revenue, growth rate)
  • Current time allocation (product vs traction)
  • Current traction activities
  • Traction goal (if user has one)

Outputs

Three markdown files:

  1. phase-diagnosis.md — Phase (I/II/III) with evidence
  2. phase-strategy.md — Complete strategy with time allocation correction and channel map
  3. weekly-traction-plan.md — Next 4 weeks of phase-appropriate experiments

Key Principles

  • Phase determines everything. A channel that's a hit in Phase II can be a disaster in Phase I. WHY: The same tactic at the wrong time is a waste. Speed and volume needs change dramatically across phases — Phase I rewards unscalable tactics, Phase III punishes them.
  • 50/50 is non-negotiable. Not 80/20 in favor of product "because we're early". Not 20/80 "because we need customers fast". Always 50/50. WHY: Product and traction co-evolve. Traction experiments reveal what customers actually want. Product changes shape what traction channels work. Decoupling them is how startups die with "a great product nobody wanted."
  • The Product Trap has a specific detection signal. If the founder says "the product isn't ready for marketing yet", that's the trap. WHY: The product is never "ready." Marc Andreessen: "The number one reason we pass on entrepreneurs is focusing on product to the exclusion of everything else." Ready for marketing means ready for feedback, not ready for perfection.
  • Re-diagnose phase quarterly. Phases aren't permanent. What was Phase I six months ago might be Phase II now. WHY: Phase transitions are easy to miss from the inside. The channels that served you in Phase I will saturate as you enter Phase II. If you don't re-diagnose, you'll keep running Phase I tactics and watch growth flatten.
  • **Unscalable tactics are a Phase I *strategy*, not a failure mode.** Paul Graham's "do things that don't scale" is phase-specific advice. In Phase I, it's correct. In Phase III, it's a trap. WHY: The same advice applied in the wrong phase produces opposite outcomes. Don't let "unscalable = bad" reflexes push you to premature scaling in Phase I.

Examples

Scenario: "We're 3 months in, 200 users, growth has stalled"

Trigger: "Built a note-taking app for lawyers. 200 users in 3 months, mostly from Twitter. Growth has stalled the last 4 weeks. Only I'm doing marketing; 2 engineers on product."

Process: (1) Diagnose Phase I — low user count, no repeat customer signals, team still iterating product. (2) Time audit: founder estimates 70% product, 30% traction → flag the gap. Apply 50% Rule → founder needs to reclaim 20% of product time for traction. (3) Phase-appropriate channels: unscalable tactics work best here — targeting blogs (legal industry blogs), speaking at small legal conferences, direct outreach to named lawyers. Cut: any paid ads (wrong phase), no SEO (too slow for Phase I). (4) Moving-the-needle filter: founder was about to run $500 Facebook ads — kill that. $500 goes to sponsoring a legal-industry newsletter instead. (5) Produce 4-week plan: 10 cold emails/week to named lawyers, 1 guest post on a legal blog, outreach to 2 legal podcast hosts.

Output: Clear Phase I diagnosis, Product Trap flagged (70/30 instead of 50/50), and a concrete unscalable-first plan.

Scenario: "Great growth for 18 months, now slowing"

Trigger: "B2B SaaS, $200k MRR, 30% YoY growth. Content marketing drove most of our growth. Last 3 months growth has flattened to 5%. What's happening?"

Process: (1) Diagnose: likely Phase II → Phase III transition. Product-market fit clearly there. Content marketing is saturating (the Law of Shitty Click-Throughs). (2) Time audit: 50/50 seems maintained — that's good. (3) Phase-appropriate channels: Phase III should leverage channels with bigger volume ceilings. Consider PR (first big feature), paid ads at scale, BD with integration partners. (4) Moving-the-needle filter: a new blog post that sends 500 visitors no longer moves the needle at this scale. (5) Produce plan: kick off PR push (3 pitches to industry media), add SEM for bottom-funnel keywords, negotiate 2 integration partnerships.

Output: Phase II→III transition identified; next-phase channels selected; content remains but isn't the growth engine anymore.

Scenario: The classic Product Trap

Trigger: "We've been building for 8 months, launching soon, want to plan a big marketing push for launch day."

Process: (1) Diagnose Phase I — not launched, no customers. (2) Time audit: user says "we haven't done marketing yet because the product isn't ready" → Product Trap diagnosis, quote Andreessen. (3) 50% Rule applied retroactively — what traction experiments should have been running for the last 8 months? At minimum: building an email list, talking to 20 prospective customers weekly, finding 10 blogs where the audience lives. (4) Moving-the-needle: a "big launch day push" without a list or audience is a guaranteed flop. (5) Strategy: delay launch by 4 weeks, spend those weeks building traction groundwork (email list, blog relationships, 20 customer conversations), so launch lands on an audience that already cares.

Output: Product Trap named and corrected; launch plan now has traction preamble; founder understands the rule going forward.

References

License

This skill is licensed under CC-BY-SA-4.0. Source: BookForge — Traction: A Startup Guide to Getting Customers by Gabriel Weinberg and Justin Mares.

Related BookForge Skills

Install related skills from ClawhHub:

  • clawhub install bookforge-bullseye-channel-selection — Select specific channels within your phase strategy
  • clawhub install bookforge-traction-channel-testing — Run cheap tests on the channels you pick
  • clawhub install bookforge-startup-critical-path-planning — Set quantified traction goals by phase

Or install the full book set from GitHub: bookforge-skills

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