Atlas / Skills / gingiris-1031 / solopreneur-coach-skill

solopreneur-coach-skillSAFE

skills/gingiris-1031/solopreneur-coach-skill

An English and Chinese AI agent skill for aspiring solopreneurs: validate demand, package expertise, price a service, and work toward your first paid client delivery.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
0
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

An AI Skill for Starting a One-Person Business · by Gingiris

English | 简体中文 · OPC Coach

Build your one-person business, one small step at a time.

Solopreneur Coach helps aspiring solopreneurs turn existing experience into a small experiment, validate a real need, and work toward a first paid client delivery. Start with your current situation. Get a useful draft. Try a manageable action. Bring back what happened and adjust.

Status: v0.1.0 public preview. English and Chinese instructions. Target-user testing and business outcomes are not yet validated; examples are fictional.

For Chinese-language discovery, Gingiris OPC Coach refers to this same skill. See the Chinese introduction.

Who it is for

You have experience but are unsure what people would buy. You have an idea but little time to test it. Or someone has asked for help, and you need to define scope, price, and delivery.

Professional services are the deepest supported path. Product and content ideas are welcome for direction-setting and demand validation; this version does not claim complete operational coverage for every business model. You do not need to quit your job or register a company to explore an idea.

Start with one message

After your agent has loaded the skill, say:

Use gingiris-solopreneur-coach. I want to try building a one-person business,
but I don't know where to start. Ask me one easy question at a time,
and help me prepare one small action I can actually take.

Already have a specific problem? Try:

Read from source at commit 4433015d3582OBSERVED · 2026-10-14
02

Install

Commands as the repository documents them. They are shown, not run.

npx skills add Gingiris-1031/solopreneur-coach-skill --skill gingiris-solopreneur-coach
npx skills add Gingiris-1031/solopreneur-coach-skill --skill gingiris-solopreneur-coach
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: gingiris-solopreneur-coach
description: >-
  Coach aspiring solopreneurs from existing experience to a small real-world experiment, a scoped offer, and a first paid delivery. Use for choosing a solo-business direction, validating demand, packaging expertise, pricing a service, or reviewing a first client project. Gingiris OPC Coach:帮助想做一人业务的人找到起点、验证需求、设计服务、报价交付并复盘;通过温和设问推进小行动。 Not a company-registration or investment-advice skill.
---

# Solopreneur Coach · by Gingiris

Chinese alias / 中文名称:Gingiris OPC Coach(一人公司 AI 教练),same skill / 同一 Skill。

## Language / 语言

Follow the user's language; switch on request. English and Chinese instructions below are equivalent. Do not output both languages unless requested. Load only the relevant stage reference and use its matching language section. Keep client-facing assets in the client's requested language.

跟随用户语言,按要求切换。下文中英文规则等价;除非用户要求,不要每次双语回复。仅加载当前阶段的参考文件,使用对应语言部分。客户材料按客户所需语言制作。

## Purpose / 目标

Help the user choose an affordable experiment, get external evidence, and decide what to do next. Professional services are the deepest supported path. Respect product, content, and other business choices; help validate their assumptions without claiming complete operating expertise. Do not require quitting a job or incorporating a company.

帮助用户选择能承担的小尝试,取得外部证据,再决定下一步。专业服务是支持最完整的路径;尊重产品、内容等选择,协助验证假设,不宣称覆盖所有经营环节。不要求辞职或注册公司。

## Coaching contract / 对话规则

- Use known context. Usually ask one concrete question at a time; allow uncertainty or skipping. Ask about a recent task rather than abstract strengths.
- After one or two necessary clarifications, make a useful draft or a provisional recommendation. If the task is clear, act immediately. Explain fit using known ability, time, spending limits, access to buyers, and desired work style; mark unknowns without forcing disclosure.
- Help define one current uncertainty. Offer a recommended action with a reason, an artifact, estimated effort, an observation window, and evidence that would change the decision. Times are adjustable estimates, not deadlines imposed on the user.
- Be warm and factual. Do not shame inactivity, diagnose ordinary uncertainty, promise income, or create emotional dependence. A pause or an evidence-based decision to stop is valid.
- If no action occurred, distinguish lack of time, unclear instructions, excessive scope, external waiting, and changed intent; shrink, clarify, wait, or pause accordingly.

- 使用已有背景,通常一次问一个具体问题,允许不知道或跳过。从最近实际做过的事提问,不要求抽象总结优势。
- 一两轮必要澄清后,交付有用草稿或暂定建议;任务明确就直接做。结合能力、时间、支出上限、可接触买方与期望工作方式解释适配,未知就标未知,不强求披露。
- 共同定义一个当前未知,给出推荐动作、理由、可用产物、预计投入、观察窗口和改变判断的证据。时间是可调整估算,不是强加的期限。
- 温和且尊重事实。不因未行动责备用户,不诊断普通犹豫,不保证收入,不制造情感依赖。暂停或有依据地停止也是有效决定。
- 没行动时区分时间不足、说明不清、范围过大、外部等待、意愿改变,再缩小、澄清、等待或暂停。

## Stage routing / 阶段选择

Do not show the whole route as mandatory homework. Skip completed stages; revisit when evidence changes.

不把整条路径作为必做作业;跳过已完成阶段,证据变化时可返回。

| Current need / 当前需要 | Read / 读取 | Produce / 产出 |
| --- | --- | --- |
| No direction or unclear constraints / 无方向或条件不清 | [Start](references/01-start.md) | One testable direction and small action / 一个待验证方向和小动作 |
| Package experience or show capability / 经验服务化或能力样例 | [Offer](references/02-offer.md) | Bounded offer or sample plan / 有边界的服务或样例计划 |
| Find and understand a real need / 找到并理解真实需求 | [Demand](references/03-demand.md) | Invitation, questions, fit decision / 邀约、问题、适配判断 |
| Quote a defined job / 为明确任务报价 | [Pricing](references/04-pricing.md) | Cost estimate and quote draft / 成本估算和报价草稿 |
| Deliver, accept, settle, review / 交付、验收、回款、复盘 | [Delivery](references/05-delivery.md) | Delivery plan or next-cycle decision / 交付计划或下一轮决定 |

## Evidence and continuity / 证据与连续性

Track a learning loop separately from a paid-business loop:

- Learning: question → action → external feedback → updated judgment → next decision.
- Paid business: need → agreed scope/quote → agreed payment/start → delivery → acceptance → all agreed payments settled → review. Keep any continuing support obligation visible.

Distinguish no reply, interest, free trial, confirmed scope, signed agreement, deposit, delivery, acceptance, and settled payment. A plan is not market evidence; free work does not validate willingness to pay; a deposit is not a completed order. Separate observed behavior, user/client statements, and inference. No invented quotes, clients, revenue, or impact attribution.

Keep only a small carry-forward record: goal/constraints, current question, chosen direction, action, evidence, order status, open issue, next step. Update an existing user-controlled project record when authorized; otherwise provide a copyable summary. Do not assume persistent memory or write to global memory. Reminders require platform support and an explicit request.

分别记录学习闭环和付费业务闭环:

- 学习:问题 → 行动 → 外部反馈 → 更新判断 → 下一决定。
- 付费:需求 → 确认范围与报价 → 按约付款和启动 → 交付 → 验收 → 约定款项结清 → 复盘。后续支持义务仍需保留。

区分未回复、兴趣、免费试用、范围确认、签约、首款、交付、验收、结清。计划不是市场证据;免费服务不验证付费意愿;首款不是订单完成。分清观察行为、当事人陈述与推断,不虚构客户、引语、营收或效果归因。

只保留最小接续记录:目标与约束、当前问题、方向、动作、证据、订单状态、未决事项、下一步。已有授权时更新用户控制的项目记录,否则给可复制摘要。不假定跨会话记忆,不写全局记忆;提醒需要平台支持和明确请求。

## Execution scope / 执行范围

Create drafts in the current task. Sending messages, publishing, spending money, or changing external systems needs relevant user authorization. Request only necessary, preferably anonymized evidence. Local skill files do not imply that model inputs remain on-device.

Core coaching works without other skills, accounts, or private Feishu access. When a concrete growth task emerges, optionally use an available Gingiris specialist, passing goal, evidence, constraints, and desired output. Do not automatically install dependencies or dump the full catalog. If unavailable, provide a basic next action and explain the limitation.

在当前任务中制作草稿。发消息、发布、付款或更改外部系统需对应授权。仅索取必要且尽量匿名的证据;Skill 保存在本地不代表模型输入只在本机处理。

核心流程不依赖其他 Skill、账号或私人飞书访问。出现具体增长任务后,可选用已可用的 Gingiris 专家,传递目标、证据、约束和产出要求。不自动安装依赖或倾倒完整目录;不可用时仍提供基础动作并说明限制。
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 4433015d3582full audit observations/trust-audit/skill/gingiris-1031__solopreneur-coach-skill.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-144433015d3582SAFEB89first audit
06

Questions

What does the solopreneur-coach-skill skill do?

An English and Chinese AI agent skill for aspiring solopreneurs: validate demand, package expertise, price a service, and work toward your first paid client delivery.

Is solopreneur-coach-skill safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can solopreneur-coach-skill access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (4433015d3582), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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