himanshuj16/algo-trading-skills · skills/adaptive-sampling-under-extreme-tick-rates/SKILL.md

adaptive-sampling-under-extreme-tick-rates skillA

adaptive-sampling-under-extreme-tick-rates is agent-read markdown (skill) from himanshuj16/algo-trading-skills: Use when a trade-tick stream exceeds a consumer's measured processing ceiling and you must emit 1:N samples that still preserve traded volume and notional. Not for order-book, quote or compliance feeds that need every message..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add himanshuj16/algo-trading-skills/adaptive-sampling-under-extreme-tick-rates@v1.2.0
Exact content
mdr add himanshuj16/algo-trading-skills/adaptive-sampling-under-extreme-tick-rates@sha256:dfebcfa5a11804cb

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
v1.2.0 latest2026-09-03 8527a51 6,324 BA view · diff
v1.2.02026-09-03 eb7108c 6,410 BA view · diff
v1.1.02026-08-13 097e217 5,553 BA view · diff
v1.0.02026-08-07 89d1436 3,052 BA view · diff
v1.02026-07-30 dfc60c7 3,050 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

himanshuj16/algo-trading-skills · 2 stars · license Apache-2.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7pbvmoznn6uqbigv
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/adaptive-sampling-under-extreme-tick-rates
GET https://markdownregistry.com/api/v1/blob/dfebcfa5a11804cb60fc7c07944389521cffa0b41f533278c7c8792b8f2dbb28