volume-trading-strategies SKILL.md skillA
volume-trading-strategies from nirholas/three.ws is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nirholas/three.ws/volume-trading-strategies@git:20260501.87cefc9Pins git:20260501.87cefc9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nirholas/three.ws
- Path
data/skills/trading/volume-trading-strategies/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260501.87cefc9, committed May 1, 2026
- Size
- 19,859 bytes
- Repository stars
- 269
- License
- Apache-2.0
Complete mastery guide for volume trading and market making in crypto — understanding order book dynamics, bid-ask spreads, volume profile analysis, VWAP/TWAP execution, market making strategies, liquidity provision, wash trading detection, volume manipulation tactics and defenses, and building automated trading bots. Covers CEX and DEX volume mechanics, on-chain analytics for detecting artificial volume, and legitimate strategies for bootstrapping liquidity in new token launches.
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
# Volume Trading Strategies — From First Principles This skill teaches you to understand, analyze, and execute volume-based trading strategies. You'll learn why volume is the most important signal in any market, how to read it, and how to use it — both for legitimate market making and for detecting manipulation. ## Why Volume Matters ``` ┌─────────────────────────────────────────────────────────┐ │ THE VOLUME TRUTH │ ├─────────────────────────────────────────────────────────┤ │ │ │ Price tells you WHERE the market is. │ │ Volume tells you WHETHER the market MEANS IT. │ │ │ │ Price up + Volume up = Strong trend (real buyers) │ │ Price up + Volume down = Weak trend (fading momentum) │ │ Price down + Volume up = Capitulation (watch reversal) │ │ Price down + Volume dn = Drift (no conviction either) │ │ │ │ Volume PRECEDES price. Always. │ │ │ …
Read the whole file at its exact version.
How to install
mdr add nirholas/three.ws/volume-trading-strategies@sha256:31fd3d1eeb38be80The line at the top of this page pins the label git:20260501.87cefc9, 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_fdna5m5nvhluhqpn)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 1, 2026.
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 (19859 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
nirholas/three.ws · 269 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fdna5m5nvhluhqpn GET https://markdownregistry.com/api/v1/resolve?ref=nirholas/three.ws/volume-trading-strategies GET https://markdownregistry.com/api/v1/blob/31fd3d1eeb38be8034708833d8e0774f4c93511c83bf0fef07ef3697dc8e08fa
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.