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Agent Skill · 研究检索

commercial-discovery-proposal(商业发现提案)

commercial-discovery-proposal 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。

commercial-discovery-proposal 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 67,721。

总安装 242周安装 10GitHub Stars 1下载 79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:commercial-discovery-proposal(商业发现提案)
来源仓库:https://github.com/piperubio/ai-agents
仓库路径:skills/commercial-discovery-proposal
安装命令:
npx skills add https://github.com/piperubio/ai-agents --skill commercial-discovery-proposal
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/piperubio/ai-agents --skill commercial-discovery-proposal

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。

commercial-discovery-proposal 将模糊问题转化为可执行的实施方案,作为独立付费服务对外销售。适用于高不确定性项目,通过 Discovery Service 输出估算依据与实施蓝图,支撑后续提案定价。核心原则是将探索过程本身作为可售卖的服务,其成果可能导向也可能不导向正式项目交付。

使用前需核实客户预算与决策链,避免将本技能输出误作最终项目计划,造成交付预期偏差。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/commercial-discovery-proposal

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/piperubio/ai-agents --skill commercial-discove…;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

commercial-discovery-proposal 怎么安装?

在终端执行 npx skills add https://github.com/piperubio/ai-agents --skill commercial-discovery-proposa…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

commercial-discovery-proposal 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。

commercial-discovery-proposal 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。

commercial-discovery-proposal 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。

commercial-discovery-proposal 用的人多吗?

公开数据是累计安装 242 次,近一周安装 10 次,下载 79 次,GitHub 1 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。

commercial-discovery-proposal 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
commercial-discovery-proposal

商业发现提案 · 本页

2421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

Commercial Discovery Proposal

Purpose

Produce a commercial proposal for Strategic Discovery as a standalone paid engagement.

This skill handles Branch B of the commercial pipeline — when scope uncertainty is too high to generate a credible implementation proposal directly. The Discovery Service is sold as an independent engagement with its own commercial lifecycle, not as a precursor step bundled into the implementation price.

Key principle: Discovery converts an ambiguous problem into an executable plan with defensible estimation. It is a service the client buys. Its output may or may not lead to an implementation opportunity with us.

Core selling principle: If the client will not invest in understanding the problem, they will not invest in solving it. A prospect who resists paying for structured understanding is signaling that the problem, urgency, or budget may not be real. Conviction in Discovery's value is non-negotiable — doubt in the seller transmits directly to the buyer.

When to Use This Skill (Branch B Criteria)

Apply this skill when qualification reveals:

  • Scope cannot be defined with estimation accuracy better than +/- 30%.
  • Client has vague requirements or multiple undecided directions.
  • Technical complexity requires investigation before architecture can be proposed.
  • Multiple systems, domains, or stakeholders need assessment before scoping.
  • Client has a problem but does not know what solution they need.
  • Qualification scorecard shows confidence: Low or scope-changing assumptions > 3.

See Branch A vs. Branch B guidance in the commercial-core-agent lifecycle documentation.

Inputs

  • qualification-scorecard.md — from commercial-qualification (required: verdict must be Pursue).
  • discovery-notes.md — from commercial-discovery (primary source of context and pain points).
  • prospect-profile.md — from commercial-prospecting (company and stakeholder context).
  • commercial-state.md — current pipeline state.
  • user_input — discovery sizing preference (S/M/L), rate parameters, specific deliverables requested.

Workflow

  1. Assess uncertainty level: Review qualification scorecard for scope-changing assumptions and confidence level. Confirm Branch B is the right path.
  2. Size the Discovery: Determine S/M/L sizing based on domain count, stakeholder groups, and technical complexity (see references/discovery-service-playbook.md).
  3. Define deliverables: Select the Discovery deliverables relevant to this client's situation from the standard checklist.
  4. Price the engagement: Apply fixed-price based on effort estimate for the Discovery only. Validate with user before including in proposal.
  5. Write the proposal: Use the template below. Reference the playbook for phase descriptions and exclusions.
  6. Prepare for the close: Review the Discovery-specific closing scripts, objection handlers, positioning directives, and the Smart Clause in references/discovery-closing-playbook.md. Select the relevant objection scripts based on what is known about this prospect.
  7. Prepare negotiation brief: Key scripts and objection responses for the Discovery sale (see references/negotiation-playbook.md).
  8. Plan linked opportunity: Document the potential implementation opportunity that may follow if Discovery closes won.

Discovery Sizing Reference

For detailed sizing table, pricing guidelines, and deliverables checklist: see references/discovery-service-playbook.md — Section 8.

Quick guide:

  • Small (2-3 weeks): 1-2 domains, clear problem, low integration complexity.
  • Medium (3-5 weeks): 3-5 domains, multiple stakeholder groups, medium complexity.
  • Large (5-8 weeks): 6+ domains, complex architecture assessment, proof-of-concept required.

References

FilePurpose
references/discovery-service-playbook.mdPhase model, sizing table, deliverables checklist, commercial rules, pricing guidelines
references/negotiation-playbook.mdNegotiation stages, economic qualification, budget calibration, post-Discovery number presentation, objection handling (price/scope/discount), closing scripts
references/discovery-closing-playbook.mdDiscovery-specific closing: positioning directive, 4-step presentation structure, objection scripts (why pay to quote, deliverables independence, no budget defined), Smart Clause, close/no-close signals, silence technique, pre-close readiness checklist

Outputs (Contract)

Output 1: discovery-proposal-{company-slug}.md

# Strategic Discovery Proposal: {Company Name}

**Prepared by**: {Consulting Firm}
**Date**: YYYY-MM-DD
**Valid until**: YYYY-MM-DD (30 days default)
**Version**: 1.0

---

## 1. Executive Summary

[2-3 paragraphs. State: the problem and its business impact, why a structured
Discovery is needed before committing to implementation, what the Discovery will
produce, and the investment required. This section must stand alone.]

---

## 2. The Challenge

### Current Situation
[From discovery notes: current state, pain points, business impact. Use client's
own words where possible — they carry the most weight.]

### Why a Direct Proposal Is Not the Right Answer Yet
[Explain honestly why the scope cannot be reliably estimated without structured
investigation. Frame this as responsible consulting, not a limitation.]

### Cost of Proceeding Without Discovery
[What happens if they skip this step: scope creep, cost overruns, wrong solution
built, rework costs. Quantify if possible.]

---

## 3. The Discovery Engagement

### Objective
Convert an ambiguous problem into an executable plan with a defensible estimation
and clear implementation strategy.

### Approach
[2-3 sentences describing the methodology: stakeholder interviews, technical
assessment, architecture workshops, etc.]

### Deliverables

| # | Deliverable | Description |
|---|-------------|-------------|
| 1 | Executive Summary of Findings | ... |
| 2 | Current State Assessment | ... |
| 3 | Problem Prioritization Matrix | ... |
| 4 | High-Level Solution Architecture | ... |
| 5 | Technology Recommendations | ... |
| 6 | Phased Implementation Roadmap | ... |
| 7 | Effort Estimation (+/- 20%) | ... |
| 8 | Risk Register | ... |
| 9 | Team Composition Recommendation | ... |
| 10 | Implementation Strategy | ... |

[Include only the deliverables relevant to this engagement. Add or remove rows.]

### What Is NOT Included
- Productive development or implementation.
- Final technical designs or implementation specs.
- Any code, infrastructure, or integrations.
- Ongoing support or advisory after delivery.

### Duration and Team

| Item | Detail |
|------|--------|
| Duration | X weeks |
| Consulting hours | X - Y person-hours |
| Team size | X consultants |
| Client time required | X hours/week (stakeholder interviews, reviews) |

### Exit Criteria
At the end of Discovery, you will have:
- [ ] Scope defined and validated.
- [ ] Critical risks identified.
- [ ] Estimation with margin <= +/- 20%.
- [ ] Clear recommendation for implementation approach.

---

## 4. Investment

### Pricing Model: Fixed Price

| Item | Amount |
|------|--------|
| Discovery Engagement | $X,XXX |
| **Total** | **$X,XXX** |

### Payment Schedule

| Milestone | Trigger | Amount |
|-----------|---------|--------|
| Kickoff | SOW signed | 50% |
| Delivery | Final deliverables accepted | 50% |

### What Happens After Discovery
The Discovery deliverables include a full implementation roadmap and refined
estimation. At that point, you will have everything needed to:
- Proceed with implementation with confidence.
- Evaluate implementation vendors (including us) with a complete brief.
- Make an informed build/buy/partner decision.

There is no obligation to proceed with implementation through us.

---

## 5. Why Invest in Discovery

### The Risk of Skipping It
[1-2 specific examples or analogies: what happens when organizations build without
proper discovery — scope creep, wrong solutions, sunk costs.]

### What You Get
- Confidence before committing to a larger investment.
- A plan you can take to any implementation vendor.
- Internal alignment across stakeholders before execution starts.

---

## 6. About Us

### Relevant Experience
[1-2 brief examples of similar discoveries or assessments completed.]

### Our Approach
[How we work: collaborative, transparent, client-capability-building.]

---

## 7. Next Steps

1. Review this proposal and provide feedback by YYYY-MM-DD.
2. Schedule a 30-minute alignment call to resolve any questions.
3. Sign the SOW and define kickoff date.
4. Target Discovery start: YYYY-MM-DD.

---

**Contact**: {Name}, {Title}, {Email}

---

*This proposal is valid for 30 days from the date above.*

Output 2: Negotiation Brief (inline, not a separate file)

After the proposal, provide a brief negotiation guide for this specific opportunity:

## Negotiation Brief — {Company Name} Discovery

**Key objection risks** (based on discovery notes):
- [Most likely objection based on what you know about the client]

**Budget calibration script**:
> "Projects like this typically involve a Discovery investment of $X to $Y.
> Is that in the range you have considered?"

**If they say "we need to think about it"**:
> "What criteria will you use to make the decision?"
> Then: "When would it make sense to reconnect — would [specific date] work?"

**Pre-close question** (use in the meeting before the close):
> "If the investment is aligned, is there anything else you need to move forward?"

**Closing question**:
> "Is there anything preventing you from moving forward today?"

For the full negotiation playbook including all scripts, objection handlers, and closing techniques: see references/negotiation-playbook.md.

Output 3: Updated commercial-state.md

Update the opportunity with:

  • type: discovery_service — marks this as a Discovery Service opportunity (Branch B).
  • stage: proposal — proposal has been generated.
  • branch: B — pipeline branch indicator.
  • linked_impl_opp: TBD — placeholder for the potential implementation opportunity.
  • next_action: schedule proposal walkthrough meeting.

Guardrails

  1. Discovery is sold as an independent engagement by default. Never bundle Discovery price with implementation price in the base proposal. Exception: the Smart Clause (see references/discovery-closing-playbook.md) may be deployed as an optional negotiation lever when the prospect is qualified, the decision-maker is present, and the hesitation is specifically financial rather than a signal of low commitment. Never lead with the Smart Clause — only deploy it when the prospect has shown genuine intent and a budget range for the full project has been validated.
  2. Never promise that Discovery leads to implementation with us — it is the client's choice.
  3. Always include a "What is NOT Included" section — prevent scope disputes on day one.
  4. Fixed price only — Discovery must not be T&M; it is a bounded, defined service.
  5. Never skip the exit criteria — client must know exactly what done looks like.
  6. Validate pricing with the user before including in the proposal — never invent rates.
  7. Frame Discovery as risk reduction, not a prerequisite — it is something they buy because it protects them, not a hoop they jump through. Never use the phrase "gather requirements" — use "structure the solution responsibly" or equivalent. See positioning directive in references/discovery-closing-playbook.md.
  8. If qualification confidence is High and scope is clear — flag that Branch A (direct implementation proposal) may be more appropriate.

平台分布

Codex

32.51%
按下载量换算26

Claude

31.22%
按下载量换算25

Cursor

18.76%
按下载量换算15

Gemini CLI

8.75%
按下载量换算7

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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