himanshuj16/algo-trading-skills · skills/adaptive-batch-size-tuning-under-load/SKILL.md

adaptive-batch-size-tuning-under-load skillA

adaptive-batch-size-tuning-under-load is agent-read markdown (skill) from himanshuj16/algo-trading-skills: Use when writing high-volume ticks or order logs into TimescaleDB, ClickHouse or Kafka and one static batch size either stalls in quiet markets or floods the sink in a burst; adapts batch size and flush timeout from EWMA sink latency..

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-batch-size-tuning-under-load@v2.0.0
Exact content
mdr add himanshuj16/algo-trading-skills/adaptive-batch-size-tuning-under-load@sha256:b8a9ac04a3081bed

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

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yg77dru33sfmqqkn.svg)](https://markdownregistry.com/a/art_yg77dru33sfmqqkn)

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Versions

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-03 8527a51 15,635 BA view · diff
v2.0.02026-09-03 eb7108c 15,817 BA view · diff
v1.1.02026-08-13 097e217 10,437 BA view · diff
v1.0.02026-08-07 89d1436 3,156 BA view · diff
v1.02026-07-30 dfc60c7 3,154 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_yg77dru33sfmqqkn
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/adaptive-batch-size-tuning-under-load
GET https://markdownregistry.com/api/v1/blob/b8a9ac04a3081bed58f7b4f10e111117c6fc1f988c9b12d4bcfc81683632e870