chaos-engineering-for-trading-infrastructure SKILL.md skillA

chaos-engineering-for-trading-infrastructure 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/chaos-engineering-for-trading-infrastructure@v2.0.0

Pins v2.0.0 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/chaos-engineering-for-trading-infrastructure/SKILL.md
Versions recorded
5
Latest version
v2.0.0, committed Sep 3, 2026
First version recorded
Jul 26, 2026
Size
11,462 bytes
Repository stars
50
License
Apache-2.0

Use when failover, timeout and gap-recovery paths have never actually run under fault; injects reproducible latency, message loss and simulated process death at an I/O boundary, behind an activation gate and never near live capital.

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 trading system has recovery paths that have never been
executed under fault: a secondary FIX session that has never taken over, a
sequence-gap recovery that has only ever run in a unit test, a heartbeat timeout
nobody has watched fire. Network jitter, dropped messages and process death are not
hypothetical in production — the question is only whether the first real occurrence
is also the first *observed* occurrence.

`ChaosInjector` wraps a callable that stands in for a network or IPC boundary (a FIX
send, a REST call, a websocket read, a queue publish) and injects three fault classes
against it:

1. **Added latency and jitter** — the "grey failure" case: the connection stays open
   and keeps answering, just far too slowly. This is the fault that bypasses TCP
   disconnect handling entirely and is usually more dangerous than a hard failure.
2. **Message loss** (`ConnectionAbortedError`) — exercises reconnect logic, sequence
   gap-fill, and the decision about whether an unacknowledged order was actually sent.
3. **Simulated process death** (`SimulatedProcessCrash`) — exercises heartbeat
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add himanshuj16/algo-trading-skills/chaos-engineering-for-trading-infrastructure@sha256:4f2ce4460f404719

The line at the top of this page pins the label v2.0.0, 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_2tooxc5qzzykyqx6.svg)](https://markdownregistry.com/a/art_2tooxc5qzzykyqx6)

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

Versions

The registry has recorded 5 versions of this file, between Jul 26, 2026 and Sep 3, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-03 8527a51 11,462 BA view · diff
v2.0.02026-08-22 3ed130d 11,536 BA view · diff
v1.0.02026-08-07 89d1436 3,026 BA view · diff
v1.0.02026-07-30 dfc60c7 3,024 BA view · diff
v1.0.02026-07-26 fee1cf4 3,037 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 (11462 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_2tooxc5qzzykyqx6
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/chaos-engineering-for-trading-infrastructure
GET https://markdownregistry.com/api/v1/blob/4f2ce4460f404719f4e3c078b2b9012cba03d95b862425721bcd8439eda7507a

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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