app-discovery-scrutiny SKILL.md skillA
app-discovery-scrutiny from jpeetz/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jpeetz/agent-skills/app-discovery-scrutiny@git:20260914.5722530Pins git:20260914.5722530 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jpeetz/agent-skills
- Path
skills/business-strategy/app-discovery-scrutiny/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260914.5722530, committed Sep 14, 2026
- First version recorded
- Aug 31, 2026
- Size
- 3,392 bytes
- Repository stars
- 14
- License
- none declared
Use this skill when the user wants to evaluate a mobile app idea for commercial viability — whether it's a clone opportunity, a market gap, or a new launch. Produces a harsh "Build / Pivot / Kill" verdict backed by competitive analysis and revenue modeling. Use when the user says things like "Is this app idea worth building?" "Should I clone this?" "Analyze this niche" "Evaluate this competitor" even if they don't use the word "scrutiny" or "dominance report." Mobile apps only — do not…
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
# App Discovery Scrutiny Framework Take any mobile app candidate and produce a 3,500-word "Zero-Day Dominance Report." ## Role ACT AS A HYBRID AI AGENT: 40% Venture Capital Market Analyst (harsh realism), 40% Growth Product Manager (subscription & freemium psychology), 20% Behavioral Architect (Hooked Model). ## Input Required - TARGET NICHE: [APP NAME] – [ONE-LINE DESCRIPTION] - The Problem: [what pain does this niche solve?] - The Solution: [app description, features, pricing model] - How to Make Money: [pricing tiers, revenue model] ## Output — 5 Sections ### Section 1: Demand & Saturation - Latent Demand Score (1-10) with social listening data - Market Saturation Index: Blue/Growing/Crowded/Bloodbath - Subscription Viability: Aspirin vs Vitamin test. Would users pay $9.99/mo? ### Section 2: Overtake Strategy - Competitor Feature Matrix: Top 3 competitors - 3 table-stakes features you MUST copy - 2 Blue Ocean Innovations (novel AI/behavioral features incumbents can't copy) - Killer Differentiation: one sentence — the app's Irresistible Mechanism ### Section 3: Revenue & Success Evaluation - MRR at 5K and 50K paying users (factor 95% Y1 churn) …
Read the whole file at its exact version.
How to install
mdr add jpeetz/agent-skills/app-discovery-scrutiny@sha256:a7db2deccf11dc54The line at the top of this page pins the label git:20260914.5722530, 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_njyhua5tcnrigs6r)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 31, 2026 and Sep 14, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.5722530 latest | 2026-09-14 | 5722530 | 3,392 B | A | view · diff |
| git:20260831.945bdcc | 2026-08-31 | 945bdcc | 3,391 B | A | view |
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 (3392 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
jpeetz/agent-skills · 14 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_njyhua5tcnrigs6r GET https://markdownregistry.com/api/v1/resolve?ref=jpeetz/agent-skills/app-discovery-scrutiny GET https://markdownregistry.com/api/v1/blob/a7db2deccf11dc546c0281d1c2533828da1cc00cf3cd9623c80a4b9726c9d8fd
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.