scout

Map task scope, datasets, metrics, and baselines for ambiguous quests.

2|Updated Apr 26, 2026
One-click install
npx skills add https://github.com/Rycen7822/DeepScientist-hermes --skill scout-rycen7822
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scout
Source: https://github.com/Rycen7822/DeepScientist-hermes/tree/main/resources/skills/scout
Command: npx skills add https://github.com/Rycen7822/DeepScientist-hermes --skill scout-rycen7822

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Scout helps identify task framing and discovery needs when a quest is ambiguous, by surfacing framing questions, relevant literature, and a durable evaluation contract.

Core Features & Use Cases

  • Frames ambiguous quests into a concrete task definition, evaluation contract, and baseline shortlist.
  • Performs literature reconnaissance to map task-relevant papers, benchmarks, and official repos.
  • Produces durable artifacts (brief, plan, literature scouting report) to guide next anchors.

Quick Start

Begin by clarifying the quest objective, then assemble a framing report and a baseline shortlist to proceed.

Frequently Asked Questions about scout

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I frame an ambiguous research quest into a concrete task definition?

Framing an ambiguous research quest requires mapping the task scope, datasets, metrics, and baselines. You clarify the objective, assemble a framing report, and produce a baseline shortlist to guide next steps.

What is literature scouting and how does it help define an evaluation contract?

Literature scouting maps task-relevant papers, benchmarks, and official repos to establish a durable evaluation contract. It enforces disciplined memory and known references to define metrics and baselines for your quest.

How do I create a baseline shortlist for a project with no defined evaluation metrics?

Creating a baseline shortlist involves performing literature reconnaissance to find known references and benchmarks. You map these to your task scope to establish a clear evaluation contract for next steps.

When do I need to map task scope and datasets for a research project?

You need to map task scope and datasets when your quest objective is unclear and the repo's literature is not yet defined. This framing identifies task discovery needs and surfaces relevant evaluation contracts.

What's the best way to structure durable artifacts for an undefined research quest?

The best way to structure durable artifacts is to produce a brief, a plan, and a literature scouting report. These artifacts capture the framing questions and baseline shortlist to guide subsequent anchors.

Can I use scouting to evaluate task discovery needs without prior benchmarks?

Yes, you can use scouting to evaluate task discovery needs without prior benchmarks. It surfaces framing questions and performs literature reconnaissance to map task-relevant papers and establish a baseline shortlist.