quant-desk SKILL.md skillA
quant-desk from senpi-ai/senpi-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add senpi-ai/senpi-skills/quant-desk@v1.49.3Pins v1.49.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- senpi-ai/senpi-skills
- Path
quant-desk/SKILL.md- Versions recorded
- 28
- Latest version
- v1.49.3, committed Nov 5, 2026
- First version recorded
- Sep 17, 2026
- Size
- 55,735 bytes
- Repository stars
- 144
- License
- MIT
**Quant Desk** — the desk your **AI Quant** produces. Users reach it by either name, spaced or hyphenated: "run AI quant", "run ai-quant", "run quant", "run quant desk", "run quant-desk". Paste ANY Hyperliquid address (0x…) and get the desk — what the trader has actually been doing (a strategy read with a critique), a quant score with six explained dimensions, the market they are trading in right now and how they trade each regime, the live book with a protection audit, leaks priced as…
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
# Senpi Quant Desk — the desk your AI Quant produces, for any Hyperliquid address
Built for one thing first: **the user's own book.** A trader joins senpi, pastes their Hyperliquid
wallet, and gets their desk — the book they actually run, scored, protected and improved, in the second
person, with the next steps recommended to them. That is the default and the experience to design for:
**"run AI quant on 0x…" means the user is 0x…**, whoever the address belongs to. The same engine
also reads **someone else's book** — **"run AI quant analyst on 0x…"**, "review this trader", a
leaderboard pick, a whale — to learn from it (third person, learn-from-them follow-ups, a side-by-side
compare). Run it plain (`--mine`) unless the user asks for the analyst read; then `--other` (alias
`--analyst`), and never let that desk say "you".
**HARD RULES — obey these even if you skim the rest.**
0. **ONE desk at a time, and NEVER re-run one that is still going.** A desk is a long command, so
`exec` hands you back `{"status":"running", "sessionId": …}` and the real result arrives on a
later `process` poll. That handoff is not a failure. **Poll the session you already have.**
…Read the whole file at its exact version.
How to install
mdr add senpi-ai/senpi-skills/quant-desk@sha256:5d8f362395c56005The line at the top of this page pins the label v1.49.3, 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_kr7tlctatfzkffpn)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 28 versions of this file, between Sep 17, 2026 and Nov 5, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.49.3 latest | 2026-11-05 | 260326b | 55,735 B | A | view · diff |
| v1.49.2 | 2026-11-03 | 5e5cea9 | 55,627 B | A | view · diff |
| v1.49.1 | 2026-10-21 | b1916b1 | 55,627 B | A | view · diff |
| v1.49.0 | 2026-10-16 | 2e64c8a | 54,711 B | A | view · diff |
| v1.48.0 | 2026-10-16 | 62a34e1 | 54,711 B | A | view · diff |
| v1.48.0 | 2026-10-16 | b4c64ec | 54,242 B | A | view · diff |
| v1.46.0 | 2026-10-16 | 04e0d7c | 54,711 B | A | view · diff |
| v1.46.0 | 2026-10-16 | 4a924cb | 54,692 B | A | view · diff |
| v1.45.0 | 2026-10-09 | 0fbe35a | 54,242 B | A | view · diff |
| v1.41.0 | 2026-10-06 | 6815160 | 49,189 B | A | view · diff |
| v1.40.0 | 2026-09-29 | f12c13d | 46,295 B | A | view · diff |
| v1.38.0 | 2026-09-25 | 6ad5f31 | 44,856 B | A | view · diff |
| v1.37.0 | 2026-09-25 | 00e0bb4 | 39,227 B | A | view · diff |
| v1.36.0 | 2026-09-25 | 1667d3f | 39,116 B | A | view · diff |
| v1.33.0 | 2026-09-25 | 65a674c | 39,116 B | A | view · diff |
| v1.32.0 | 2026-09-24 | ae76fa5 | 37,155 B | A | view · diff |
| v1.26.2 | 2026-09-23 | ef6bfbb | 35,363 B | A | view · diff |
| v1.26.1 | 2026-09-22 | 6b33036 | 34,407 B | A | view · diff |
| v1.26.0 | 2026-09-22 | 9898f6f | 33,339 B | A | view · diff |
| v1.25.3 | 2026-09-22 | b36068e | 31,487 B | A | view · diff |
| v1.25.2 | 2026-09-22 | 65ec9e3 | 31,341 B | A | view · diff |
| v1.12.2 | 2026-09-21 | c0c14f8 | 27,104 B | A | view · diff |
| v1.12.1 | 2026-09-21 | fa347d1 | 27,104 B | A | view · diff |
| v1.12.0 | 2026-09-21 | 6f4956f | 27,104 B | A | view · diff |
| v1.11.2 | 2026-09-21 | 130ef92 | 27,104 B | A | view · diff |
| v1.11.1 | 2026-09-21 | 7d4a3fd | 26,551 B | A | view · diff |
| v1.3.0 | 2026-09-19 | b6d9cc1 | 18,024 B | A | view · diff |
| v1.3.0 | 2026-09-17 | c17cdad | 17,997 B | A | view |
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 (55735 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
senpi-ai/senpi-skills · 144 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kr7tlctatfzkffpn GET https://markdownregistry.com/api/v1/resolve?ref=senpi-ai/senpi-skills/quant-desk GET https://markdownregistry.com/api/v1/blob/5d8f362395c5600539b856c8875dac2ea2b5b01f1aadc5f971ef5fae87774727
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.