Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add kirillpolevoy/claude-saas-eval-skills --skill niche-idea-generatorgit clone --depth 1 https://github.com/kirillpolevoy/claude-saas-eval-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kirillpolevoy/claude-saas-eval-skills/niche-idea-generator)<a href="https://agentmods.dev/skills/kirillpolevoy/claude-saas-eval-skills/niche-idea-generator"><img src="https://agentmods.dev/badge/skills/kirillpolevoy/claude-saas-eval-skills/niche-idea-generator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kirillpolevoy/claude-saas-eval-skills/niche-idea-generator"><img src="https://agentmods.dev/badge/skills/kirillpolevoy/claude-saas-eval-skills/niche-idea-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00107 | $0.02396 |
| Opus 5 | $0.00053 | $0.01198 |
| Sonnet 5 | $0.00021 | $0.00479 |
| Haiku 4.5 | $0.00011 | $0.00240 |
Grade A, and why
niche-idea-generator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 310 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Niche Idea Generator — Lifestyle SaaS
Goal
Generate 5–10 concrete niche SaaS hypotheses based on your unique advantages (expertise, access, background) that could realistically reach $1–3M ARR with a solo/duo team.
Not generic brainstorming. Every idea must have:
- A specific mandatory workflow or compliance requirement
- An identifiable distribution path
- Pricing that doesn't require 5,000+ customers
Voice
Direct and specific. No "you could potentially explore healthcare" — output "Optometry: Software for managing state vision therapy certification renewals (CA, TX, FL require biennial renewal)."
If you don't have enough founder context to generate relevant ideas, ask for it.
Inputs
Ask for missing inputs:
Required
- Background / Expertise: Industries you've worked in, roles, domains you understand deeply
- Natural Access: Who can you reach? (former colleagues, professional network, geographic advantages)
- Interests: What types of customers would you enjoy serving for 3+ years?
Optional but Helpful
- Geography focus: Where do you want to sell? (US default, but state/region can narrow)
- Avoid list: Industries/verticals you explicitly don't want to touch
- Technical constraints: Any hard technical limits (e.g., no mobile apps, no real-time systems)
Strategy
Generate ideas by combining:
- Founder's unique wedge (what access/knowledge do they have that others don't?)
- Mandatory paperwork patterns (compliance, licensing, certifications, audits, permits)
- Distribution surfaces (lists, registries, associations, channel partners)
Idea Generation Process
Step 1: Map Founder Advantages
Based on inputs, identify:
- Domain expertise: What industries/workflows do they understand?
- Buyer access: Who can they reach directly?
- Technical strengths: What can they build quickly?
- Unfair advantages: Former employer relationships, certifications, geographic proximity
Step 2: Research Compliance Patterns
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 310 lines · 107 tokens per session scan A 9f8958296624
niche-idea-generator is a skill published in the GitHub repository kirillpolevoy/claude-saas-eval-skills (2 stars, last pushed 7mo ago), licensed MIT. It adds 107 tokens to every session and 2,396 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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