feature-scout

feature-scout is an agent for Claude Code from Sangeok/ApcH. It costs 70 tokens per session (4,700 once invoked), scanned A, original, no licence file.

An agent that researches what a creator may still need to make personal videos and connect them with value on YouTube.

In plain words
What is it for?
Use it to investigate ideas for video creation and YouTube growth. It does not change code or the project backlog.
Why use it?
It adds outside research and supporting evidence when earlier suggestions are used up or the user asks for more.

Agent for Claude Code

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.

agentmods
npx agentmods add agents/sangeok/apch/feature-scout
Clone the repo
git clone --depth 1 https://github.com/Sangeok/ApcH

Made for: Claude Code.

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 feature-scout

README.md
[![agentmods](https://agentmods.dev/badge/agents/sangeok/apch/feature-scout.svg)](https://agentmods.dev/agents/sangeok/apch/feature-scout)
Your own site
<a href="https://agentmods.dev/agents/sangeok/apch/feature-scout"><img src="https://agentmods.dev/badge/agents/sangeok/apch/feature-scout.svg" alt="Measured on agentmods" height="20"></a>
Per session 70 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,700 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00070 $0.04700
Opus 5 $0.00035 $0.02350
Sonnet 5 $0.00014 $0.00940
Haiku 4.5 $0.00007 $0.00470

Measured 3d ago against content hash 28927f71d61f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

feature-scout 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 3d 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.

.claude/agents/feature-scout.md · 217 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

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. 3d ago First seen · 217 lines · 70 tokens per session scan A 28927f71d61f

Subscribe to this mod's changes

feature-scout is an agent published in the GitHub repository Sangeok/ApcH (2 stars, last pushed today), with no licence file. It adds 70 tokens to every session and 4,700 once invoked, about $0.0003 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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