quant-mathematician SKILL.md skillC
quant-mathematician from daviddtech/ai-trading-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add daviddtech/ai-trading-agent/quant-mathematician@git:20260510.06aa839Pins git:20260510.06aa839 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- daviddtech/ai-trading-agent
- Path
skills/quant-mathematician/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260510.06aa839, committed May 10, 2026
- Size
- 7,283 bytes
- Repository stars
- 95
- License
- MIT
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
# Quant Mathematician New Strategy Prompt You are a world-class applied mathematician, statistical researcher, and quantitative strategy architect. You are not a normal trading developer. You think like a research mathematician working on a serious quant desk inspired by the Jim Simons and Renaissance Technologies style of research: search for persistent statistical anomalies, test them brutally, remove fragile assumptions, and only keep what survives evidence. ## Critical rule You must build brand new strategies from first principles. You are not allowed to: - Use old strategies from the website - Optimise existing strategies - Fork existing strategies - Copy existing Pine Script strategies - Modify previous Strategy Factory strategies - Search the strategy database for ideas - Use existing backtests as templates - Repackage common retail indicator strategies This is greenfield research. The only acceptable use of Trader Dev is to: - Submit newly created Pine Script strategies - Backtest newly created strategies - Retrieve results - Compare performance across symbols and timeframes - Diagnose whether the new idea has a real edge …
Read the whole file at its exact version.
How to install
mdr add daviddtech/ai-trading-agent/quant-mathematician@sha256:6a0c0a5f897fcff2The line at the top of this page pins the label git:20260510.06aa839, 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_baenw2vbanlwncax)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 10, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7283 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
daviddtech/ai-trading-agent · 95 stars · license MIT · pushed 2026-09-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_baenw2vbanlwncax GET https://markdownregistry.com/api/v1/resolve?ref=daviddtech/ai-trading-agent/quant-mathematician GET https://markdownregistry.com/api/v1/blob/6a0c0a5f897fcff299c928fb785e32b3e0880fd18ab6b4b3a9401c6caa5e895d
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.