broker-side-order-throttle-detection SKILL.md skillA

broker-side-order-throttle-detection from himanshuj16/algo-trading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add himanshuj16/algo-trading-skills/broker-side-order-throttle-detection@v3.0.0

Pins v3.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
himanshuj16/algo-trading-skills
Path
skills/broker-side-order-throttle-detection/SKILL.md
Versions recorded
5
Latest version
v3.0.0, committed Sep 3, 2026
First version recorded
Jul 30, 2026
Size
9,420 bytes
Repository stars
50
License
Apache-2.0

Use when a venue queues excess order messages instead of rejecting them, so congestion shows up only as acknowledgement latency. Detects undeclared throttling from an EWMA ACK round-trip baseline and paces dispatch with AIMD backoff.

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

## When to Use

Invoke this skill when a bot dispatches order flow to a venue that **queues or paces
excess messages instead of rejecting them**, so congestion never appears as an error
code and shows up only as acknowledgment latency.

The Interactive Brokers TWS API is the reference case: it "is designed to accept up to
fifty messages per second coming from the client side," and beyond that rate messages
are queued and delayed rather than refused. The `+PACEAPI` connect option makes TWS
pace the client at 50/s instead of disconnecting it. In neither case does the client
receive a signal — the only observable is ACK RTT rising.

Use it to establish a latency baseline that a sustained throttle cannot quietly move,
to detect acknowledgments that never arrive at all, and to slow dispatch until the
condition clears.

## When NOT to Use

- **When the venue tells you.** Binance returns HTTP 429 on a rate-limit breach and
  HTTP 418 once an IP is auto-banned for continuing to send after 429s, both carrying a
  `Retry-After` header; the IBKR *Web* API returns 429 and may put the IP in a 10-minute
  penalty box. An explicit response is authoritative and a latency inference is not —
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add himanshuj16/algo-trading-skills/broker-side-order-throttle-detection@sha256:bd6832d1d0b196b1

The line at the top of this page pins the label v3.0.0, 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_3lao6fh4hcvicu4f.svg)](https://markdownregistry.com/a/art_3lao6fh4hcvicu4f)

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

Versions

The registry has recorded 5 versions of this file, between Jul 30, 2026 and Sep 3, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
v3.0.0 latest2026-09-03 8527a51 9,420 BA view · diff
v3.0.02026-09-03 64e8b01 9,477 BA view · diff
v3.0.02026-08-20 269df51 9,435 BA view · diff
v2.0.02026-08-07 89d1436 3,525 BA view · diff
v2.02026-07-30 dfc60c7 3,523 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 (9420 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

himanshuj16/algo-trading-skills · 50 stars · license Apache-2.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3lao6fh4hcvicu4f
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/broker-side-order-throttle-detection
GET https://markdownregistry.com/api/v1/blob/bd6832d1d0b196b127aaa2828ffa42595aba2121cbd098640bdc4e129ea6d15f

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.

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