scout SKILL.md skillA

scout from vanducng/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vanducng/skills/scout@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vanducng/skills
Path
skills/scout/SKILL.md
Versions recorded
5
Latest version
v1.1.0, committed Sep 11, 2026
First version recorded
Jun 17, 2026
Size
6,304 bytes
Repository stars
8
License
MIT

Fast, parallel codebase scouting across software, data-engineering, devops, and analytics surfaces. Use to locate files, dbt models, dashboards, IaC, pipeline DAGs, K8s manifests, secrets, and CI workflows before changes. Supports internal (Explore subagents) and external (Gemini/OpenCode CLI) modes.

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

# Scout

Token-efficient parallel scouting that finds the right files before you touch them. Tuned for multi-discipline repos: app code, data pipelines, IaC, and BI artifacts.

## Modes

| Argument | What | When |
|---|---|---|
| _(none)_ | **Internal** - Explore subagents in parallel (`references/internal-scouting.md`) | Default in Claude Code. Best for ≥6 logical segments. |
| `ext` | **External** - Gemini / OpenCode CLI in parallel (`references/external-scouting.md`) | Large surfaces (1M+ ctx) and you have one of the CLIs installed. SCALE 1-5. |

Internal mode needs the Task/Explore tool (Claude Code). In a runtime without it (e.g. Codex), use `ext` mode - run its `gemini`/`opencode` bash commands sequentially - or fall back to inline `Glob`/`Grep` sweeps.

## When to use
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vanducng/skills/scout@sha256:274d7be6cc220ca3

The line at the top of this page pins the label v1.1.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yapxhv4lghddmxms.svg)](https://markdownregistry.com/a/art_yapxhv4lghddmxms)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 17, 2026 and Sep 11, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-09-11 9e58ef3 6,304 BA view · diff
v1.0.02026-08-19 204f73f 8,022 BA view · diff
v1.0.02026-07-24 51405ee 8,026 BA view · diff
v1.0.02026-07-10 6f1e7cf 8,078 BA view · diff
v1.0.02026-06-17 55fdabe 7,862 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6304 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

GitHub

vanducng/skills · 8 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yapxhv4lghddmxms
GET https://markdownregistry.com/api/v1/resolve?ref=vanducng/skills/scout
GET https://markdownregistry.com/api/v1/blob/274d7be6cc220ca338b9ea251e3dcb6906636873252f89d5139f0c23a862d150

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.

More from vanducng/skills

AGENTS.md AGENTS.md file
vanducng/skills · AGENTS.md
git:20260724.51405ee · audit A · 8 stars
CLAUDE.md CLAUDE.md file
vanducng/skills · CLAUDE.md
git:20260603.3672559 · audit B · 8 stars
agent-browser SKILL.md skill
vanducng/skills · skills/agent-browser/SKILL.md · Drive web pages with the agent-browser CLI (Playwright engine) - the primary local browser driver. Connect over CDP to…
v0.2.0 · audit A · 8 stars
agent-readiness SKILL.md skill
vanducng/skills · skills/agent-readiness/SKILL.md · Scores how ready a repository is for AI coding agents to work in it effectively, then remediates the gaps - grades…
v1.1.0 · audit A · 8 stars
alter SKILL.md skill
vanducng/skills · skills/alter/SKILL.md · Inspect and safely change Alter, the native macOS AI assistant from alterhq.com, without going through its GUI. Audit…
v1.0.0 · audit A · 8 stars
apidesign SKILL.md skill
vanducng/skills · skills/apidesign/SKILL.md · Design stable, hard-to-misuse interfaces - REST/GraphQL endpoints, module boundaries, type contracts, component props…
v0.2.0 · audit A · 8 stars
asciinema SKILL.md skill
vanducng/skills · skills/asciinema/SKILL.md · Record a scripted terminal demo of a CLI or TUI with asciinema: hidden fixture setup, commands typed on screen, TUI…
v1.0.0 · audit A · 8 stars
aside-browser SKILL.md skill
vanducng/skills · skills/aside-browser/SKILL.md · Read when you need a browser, or have to work across user's logged-in websites (e.g. Gmail, Slack, cloud consoles…
v3 · audit B · 8 stars
astro-airflow SKILL.md skill
vanducng/skills · skills/astro-airflow/SKILL.md · Inspect and debug Airflow on Astronomer (Astro) deployments - DAG runs, task logs, container logs, env vars, and…
v1.2.0 · audit A · 8 stars
auto-loop SKILL.md skill
vanducng/skills · skills/auto-loop/SKILL.md · Drive a Claude Code session toward a verifiable goal until done or a hard cap fires - autonomous loop, no user…
v1.0.0 · audit A · 8 stars
aws SKILL.md skill
vanducng/skills · skills/aws/SKILL.md · Operate AWS accounts and services with the AWS CLI using identity-first, read-before-write, evidence-backed workflows…
v0.1.1 · audit A · 8 stars
better-ui SKILL.md skill
vanducng/skills · skills/better-ui/SKILL.md · Applies exact UI polish values: concentric border radius, optical alignment, layered surface shadows, neutral image…
v1.0.1 · audit A · 8 stars

Every file in vanducng/skills

Other files named scout

scout SKILL.md skill
huytieu/cog-second-brain · .agents/skills/scout/SKILL.md · Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip
git:20260730.acf9b42 · audit A · 1,350 stars
scout SKILL.md skill
huytieu/cog-second-brain · .claude/skills/scout/SKILL.md · Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip
git:20260319.941fd34 · audit A · 1,350 stars
scout SKILL.md skill
huytieu/cog-second-brain · skills/scout/SKILL.md · Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip
git:20260807.b852369 · audit A · 1,350 stars
scout SKILL.md skill
onewave-ai/claude-skills · plugins/scout/skills/scout/SKILL.md · Analyzes current conversation context to recommend the best skills and subagents for the task at hand. Use proactively…
git:20261002.fc5b785 · audit A · 421 stars
scout SKILL.md skill
onewave-ai/claude-skills · scout/SKILL.md · Analyzes current conversation context to recommend the best skills and subagents for the task at hand. Use proactively…
git:20260225.059b9f3 · audit A · 421 stars
scout SKILL.md skill
simota/agent-skills · scout/SKILL.md · Investigating bugs via root cause analysis, reproduction steps, and impact assessment. Investigation-only — finds why…
git:20261015.41329a6 · audit A · 99 stars
scout SKILL.md skill
anton-abyzov/vskill · .claude/skills/scout/SKILL.md · START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills…
v1.0.3 · audit B · 47 stars
scout SKILL.md skill
anton-abyzov/vskill · plugins/skills/skills/scout/SKILL.md · START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills…
v1.0.6 · audit A · 47 stars

Browse by kind, by grade A, or by owner.