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AGENTS.mdA

AGENTS.md from ginlix-ai/langalpha is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add ginlix-ai/langalpha/AGENTS.md@git:20261101.1663d2c

Pins git:20261101.1663d2c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
ginlix-ai/langalpha
Path
AGENTS.md
Versions recorded
27
Latest version
git:20261101.1663d2c, committed Nov 1, 2026
First version recorded
Aug 19, 2026
Size
22,977 bytes
Repository stars
2,249
License
Apache-2.0

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

# langalpha

Core AI agent service of the Ginlix financial research platform. One agent, the **PTC agent**, wired with a full Daytona, E2B or Docker sandbox, or the user's own machine over SSH, and the complete toolset (code execution, MCP financial-data tools, charts, subagent orchestration), in one of two roles per turn. PTC = **Programmatic Tool Calling** (see [PTC pattern](#ptc-pattern)); it names the technique, not a product.

- **Analyst** (default): the agent inside a workspace. Does the R&D and produces the deliverables, which stay in that workspace.
- **Chief of Staff**: the agent for work in no particular workspace (named "Chief of Staff" in the web UI; the chat apps still offer it as "All workspaces"). Runs in a `Home` folder on the user's computer beside the workspace folders, where everything it produces is kept. It answers quick questions and anything the workspaces already hold itself, reading their folders and past threads, and hands new work to the workspace's analyst, which reports back when done.

> Single source of truth for AI coding agents. `CLAUDE.md` imports this via `@AGENTS.md`; Codex/Cursor/Copilot read it directly. Edit here, not there.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ginlix-ai/langalpha/AGENTS.md@sha256:cd53c71322d9928a

The line at the top of this page pins the label git:20261101.1663d2c, 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_eaycnpdqdg3v7xh2.svg)](https://markdownregistry.com/a/art_eaycnpdqdg3v7xh2)

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

Versions

The registry has recorded 27 versions of this file, between Aug 19, 2026 and Nov 1, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261101.1663d2c latest2026-11-01 1663d2c 22,977 BA view · diff
git:20261101.408c5972026-11-01 408c597 22,781 BA view · diff
git:20261029.e0467842026-10-29 e046784 22,755 BA view · diff
git:20261025.20c54f62026-10-25 20c54f6 21,677 BA view · diff
git:20261024.4a7c7932026-10-24 4a7c793 20,227 BA view · diff
git:20261023.bce96292026-10-23 bce9629 20,167 BA view · diff
git:20261022.934d6392026-10-22 934d639 19,545 BA view · diff
git:20261021.97f78b32026-10-21 97f78b3 19,337 BA view · diff
git:20261021.b5153992026-10-21 b515399 17,755 BA view · diff
git:20261018.e6dd55d2026-10-18 e6dd55d 17,024 BA view · diff
git:20261017.0a1701a2026-10-17 0a1701a 17,004 BA view · diff
git:20261012.c2cc3f22026-10-12 c2cc3f2 17,481 BA view · diff
git:20261008.255a21d2026-10-08 255a21d 17,402 BA view · diff
git:20261006.21628dd2026-10-06 21628dd 16,328 BA view · diff
git:20261002.2ae14672026-10-02 2ae1467 14,984 BA view · diff
git:20261002.0e5c9252026-10-02 0e5c925 14,496 BA view · diff
git:20261002.0e12e6f2026-10-02 0e12e6f 14,325 BA view · diff
git:20261002.48726bf2026-10-02 48726bf 14,353 BA view · diff
git:20261002.a9754ef2026-10-02 a9754ef 14,180 BA view · diff
git:20260928.de2d0b42026-09-28 de2d0b4 12,347 BA view · diff
git:20260928.0bc50192026-09-28 0bc5019 12,187 BA view · diff
git:20260921.86907f82026-09-21 86907f8 12,106 BA view · diff
git:20260913.8fae40d2026-09-13 8fae40d 11,681 BA view · diff
git:20260908.5a02f842026-09-08 5a02f84 11,513 BA view · diff
git:20260901.8f22df92026-09-01 8f22df9 10,855 BA view · diff
git:20260826.8da358a2026-08-26 8da358a 10,432 BA view · diff
git:20260819.a0ff5d92026-08-19 a0ff5d9 9,563 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (22977 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

ginlix-ai/langalpha · 2,249 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eaycnpdqdg3v7xh2
GET https://markdownregistry.com/api/v1/resolve?ref=ginlix-ai/langalpha/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/cd53c71322d9928aa90d7edeb63ef6e7d727b674fdff833f5c209a01752d5115

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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