Agent skill

Solo Business Idea Finder

by manor-os in manor-os/manor-ai

Generate and rank practical one-person business ideas from a founder's experience, reachable buyers, credibility, reusable assets, distribution, delivery ability, time, budget, and risk limits.

Custom licenceAuto-check passedAgent Workflows

Install Solo Business Idea Finder

skills CLI
$ npx skills add manor-os/manor-ai --skill solo-business-idea-finder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install manor-os/manor-ai solo-business-idea-finder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/manor-os/manor-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/core/ai/skills/solo-business-idea-finder .claude/skills/solo-business-idea-finder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
solo-business-idea-finder
GitHub stars
162
Token cost
~3.2k tokens
SKILL.md length
1,628 words
Files
11 (incl. references)
Skills in repo
21
Repo updated
First seen
Licence
Custom licence

At a glance

Generate and rank practical one-person business ideas from a founder's experience, reachable buyers, credibility, reusable assets, distribution, delivery ability, time, budget, and risk limits.

  • Works in 7 steps: Define the founder's decision → Build an opportunity inventory → Generate a deliberately varied candidate… → …
  • Business ideation
  • SKILL.md covers Operating Contract, Modes, Dependency Rule and Source Routes, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Solo Business Idea Finder is an agent skill from manor-os/manor-ai. Generate and rank practical one-person business ideas from a founder's experience, reachable buyers, credibility, reusable assets, distribution, delivery ability, time, budget, and risk limits. Use for business ideation, side projects, productized services, digital products, niche tools, creator offers, or comparing possible solo-founder directions. Produces evidence-labeled idea cards, solo-operability rankings, and cheap first tests without claiming untested demand is validated.

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including reference files (for example `config.json`, `examples/professional-solo-business-ideas.md` and `references/founder-inventory.md`).

It sits in Agent Workflows, covering Brainstorming. The repository describes itself as: Source-available, self-hosted AI agent workspace for small businesses and lean teams — with BYOK, workflows, tools, and human approvals.

When your agent uses it

  • Business ideation
  • Productized services
  • Digital products
  • Comparing possible solo-founder directions

Example prompts

  • “/solo-business-idea-finder”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Define the founder's decision
  2. Build an opportunity inventory
  3. Generate a deliberately varied candidate set
  4. Apply hard filters before scoring
  5. Rank with evidence caps
  6. Recommend a portfolio, not a prophecy
  7. Deliver at the requested depth

What it can do on your machine

Read from SKILL.md and the folder at commit 140c09a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Solo Business Idea Finder loads about 3.2k tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 128 tokens; SKILL.md has 1,628 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~128
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~15k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,628 words (~3,210 tokens).

“Generate ideas from the founder's actual starting position, not from a generic trend list. Every candidate must connect a reachable customer problem to a credible founder advantage, an offer that one person can deliver, and a cheap way to learn…”

— opening of SKILL.md by manor-os, Custom licence
name
solo-business-idea-finder
version
1.1.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 10 other files (references) in packages/core/ai/skills/solo-business-idea-finder of manor-os/manor-ai.

  • SKILL.md
  • config.json
  • examples/professional-solo-business-ideas.md
  • references/founder-inventory.md
  • references/idea-generation-patterns.md
  • references/idea-ranking-rubric.md
  • references/manor-execution-map.md
  • references/opc-case-patterns.md
  • references/output-template.md
  • references/starter-idea-library.md
  • references/upstream-sources.md

Open the folder on GitHubat commit 140c09a

Compare with similar skills

Solo Business Idea Finder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Solo Business Idea Finder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Solo Business Idea Finder this skillmanor-os/manor-ai162—~3.2kAutomated safety check: PassCustom licence
Idea Refinementaddyosmani/agent-skills105k6 repos~2kAutomated safety check: PassMIT
Business Brainstormcoreyhaines31/makerskills851—~1.7kAutomated safety check: PassMIT
Sebastian ThrunK-Dense-AI/mimeo282—~1.7kAutomated safety check: PassMIT
AI Meeting RoomLeoYeAI/openclaw-master-skills2.2k—~2.2kAutomated safety check: PassMIT
Brainstormingobra/superpowers297k1 repos~2.5kAutomated safety check: PassMIT

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Categories

Questions about Solo Business Idea Finder

What does Solo Business Idea Finder do?

Generate and rank practical one-person business ideas from a founder's experience, reachable buyers, credibility, reusable assets, distribution, delivery ability, time, budget, and risk limits. Solo Business Idea Finder is an agent skill from manor-os/manor-ai. Generate and rank practical one-person business ideas from a founder's experience, reachable buyers, credibility, reusable assets, distribution, delivery ability, time, budget, and risk limits.

When should I use Solo Business Idea Finder?

Solo Business Idea Finder fits situations like: business ideation; productized services; digital products; comparing possible solo-founder directions.

How do I install Solo Business Idea Finder in Claude Code?

Run `npx skills add manor-os/manor-ai --skill solo-business-idea-finder -a claude-code`. Or copy the skill folder (packages/core/ai/skills/solo-business-idea-finder in manor-os/manor-ai) into .claude/skills/solo-business-idea-finder in your project. Claude Code loads it when a task matches its description.

How do I install Solo Business Idea Finder in Codex?

Run `npx skills add manor-os/manor-ai --skill solo-business-idea-finder -a codex`. Or copy the skill folder (packages/core/ai/skills/solo-business-idea-finder in manor-os/manor-ai) into .agents/skills/solo-business-idea-finder in your project. Codex loads it when a task matches its description.

Can I use Solo Business Idea Finder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add manor-os/manor-ai --skill solo-business-idea-finder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/solo-business-idea-finder, .gemini/skills/solo-business-idea-finder, .github/skills/solo-business-idea-finder and .opencode/skills/solo-business-idea-finder in your project.

What does Solo Business Idea Finder need to run?

SKILL.md names no scripts, command-line tools or credentials: Solo Business Idea Finder is instructions for the agent only.

Does Solo Business Idea Finder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Solo Business Idea Finder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Solo Business Idea Finder use?

Solo Business Idea Finder has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Solo Business Idea Finder use?

About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to Solo Business Idea Finder?

Skills that share tags, products or a category with Solo Business Idea Finder: Idea Refinement (addyosmani/agent-skills, 105k stars), Business Brainstorm (coreyhaines31/makerskills, 851 stars), Sebastian Thrun (K-Dense-AI/mimeo, 282 stars) and AI Meeting Room (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Solo Business Idea Finder?

manor-os (a GitHub organization) maintains it in manor-os/manor-ai, which has 162 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 7, 2026.

Source: manor-os/manor-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.