app-discovery-scrutiny

app-discovery-scrutiny is a skill for Claude Code, Codex from JPeetz/agent-skills. It costs 125 tokens per session (835 once invoked), scanned A, original, no licence file.

A skill for judging whether a mobile-app idea is commercially worth pursuing, including whether it should be built, changed, or abandoned.

In plain words
What is it for?
It helps assess clone opportunities, new launches, competitors, and revenue models, then produces a Build, Pivot, or Kill decision.
Why use it?
It addresses the uncertainty around competition, market gaps, and possible revenue before development begins.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It helps assess clone opportunities, new launches, competitors, and revenue models, then produces a Build, Pivot, or Kill decision.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jpeetz/agent-skills/app-discovery-scrutiny
Install

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.

Any agent
npx skills add JPeetz/agent-skills --skill app-discovery-scrutiny
Clone the repo
git clone --depth 1 https://github.com/JPeetz/agent-skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for app-discovery-scrutiny

README.md
[![agentmods](https://agentmods.dev/badge/skills/jpeetz/agent-skills/app-discovery-scrutiny/github.svg)](https://agentmods.dev/skills/jpeetz/agent-skills/app-discovery-scrutiny)
Your own site
<a href="https://agentmods.dev/skills/jpeetz/agent-skills/app-discovery-scrutiny"><img src="https://agentmods.dev/badge/skills/jpeetz/agent-skills/app-discovery-scrutiny/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.

agentmods 80×15 button for app-discovery-scrutiny

Your own site · 80×15
<a href="https://agentmods.dev/skills/jpeetz/agent-skills/app-discovery-scrutiny"><img src="https://agentmods.dev/badge/skills/jpeetz/agent-skills/app-discovery-scrutiny.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 125 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 835 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00125 $0.00835
Opus 5 $0.00063 $0.00417
Sonnet 5 $0.00025 $0.00167
Haiku 4.5 $0.00013 $0.00084

Measured 11d ago against content hash f83f7b864c87, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

app-discovery-scrutiny 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 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/score.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/business-strategy/app-discovery-scrutiny/SKILL.md · 62 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 11d ago First seen · 62 lines · 125 tokens per session scan A f83f7b864c87

Subscribe to this mod's changes

app-discovery-scrutiny is a skill published in the GitHub repository JPeetz/agent-skills (8 stars, last pushed 4d ago), with no licence file. It adds 125 tokens to every session and 835 once invoked, about $0.0006 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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