saas-idea-finder SKILL.md skillA
saas-idea-finder from valtterimelkko/agent-workflow-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add valtterimelkko/agent-workflow-skills/saas-idea-finder@git:20260611.919d9c9Pins git:20260611.919d9c9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- valtterimelkko/agent-workflow-skills
- Path
skills/saas-idea-finder/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260611.919d9c9, committed Jun 11, 2026
- Size
- 20,031 bytes
- Repository stars
- 2
- License
- MIT
Uses rotating lenses (7 different daily perspectives) to discover trending topics from HackerNews, HN Algolia, DEV.to, GitHub, arXiv, Stack Exchange, GDELT, SerpAPI, YouTube, Reddit, Twitter/X, and Instagram. Generates actionable Micro-SaaS ideas using deep research with viability scoring (0-100), enhanced templates, and JTBD framework. Daily automated discovery with deduplication. Use when: (1) User asks for SaaS/startup ideas, (2) User wants to discover trending topics in tech/business, (3)…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# SaaS Idea Finder Automatically discover trending topics from multiple sources and generate actionable Micro-SaaS ideas based on real research and market signals. ## Overview This skill implements a 3-stage pipeline that: 1. **Discovers trends** from HackerNews, HN Algolia Search, DEV.to, GitHub, arXiv, Stack Exchange, GDELT, SerpAPI, YouTube, **Reddit (self-hosted)**, and social media (Twitter/X, Instagram via Xpoz MCP) 2. **Researches topics** using GPT Researcher with comprehensive web analysis 3. **Generates SaaS ideas** using AI based on researched pain points and opportunities, with viability scoring (0-100) Uses a rotating lens system (7 daily perspectives) to ensure fresh, diverse ideas with automatic deduplication. ## Pipeline Timing Expectations **Total Pipeline Duration: ~3-6 minutes per topic** | Stage | Component | Expected Time | Notes | |-------|-----------|---------------|-------| | **Stage 1: Discovery** | | **~30-60s** | | | | HackerNews | 2-3s | Fast, reliable | | | GitHub | 3-5s | Depends on API response | | | DEV.to | 2-3s | Usually fast | | | HN Algolia | 2-3s | Fast | | | NewsAPI | 2-3s | Fast | | | Product Hunt | 2-3s | Fast | …
Read the whole file at its exact version.
How to install
mdr add valtterimelkko/agent-workflow-skills/saas-idea-finder@sha256:c6fbd8479fbbdadfThe line at the top of this page pins the label git:20260611.919d9c9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_z4hvxta4smmzmss5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20031 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
valtterimelkko/agent-workflow-skills · 2 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z4hvxta4smmzmss5 GET https://markdownregistry.com/api/v1/resolve?ref=valtterimelkko/agent-workflow-skills/saas-idea-finder GET https://markdownregistry.com/api/v1/blob/c6fbd8479fbbdadf9c5849647576cb614d847a2eb31316dee1b40d347efda805
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.