adaptive-execution-under-volatility-spikes SKILL.md skillA
adaptive-execution-under-volatility-spikes from himanshuj16/algo-trading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add himanshuj16/algo-trading-skills/adaptive-execution-under-volatility-spikes@v1.2.0Pins v1.2.0 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/adaptive-execution-under-volatility-spikes/SKILL.md- Versions recorded
- 5
- Latest version
- v1.2.0, committed Sep 3, 2026
- First version recorded
- Jul 30, 2026
- Size
- 7,275 bytes
- Repository stars
- 50
- License
- Apache-2.0
Use before each child-order decision in a TWAP, VWAP or POV schedule when a volatility spike should bound participation, child size and limit offset; fails closed when the volatility feed is stale or missing.
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 Use this overlay before each child-order decision in a TWAP, VWAP, or POV schedule when a trusted real-time feed supplies a short-horizon volatility signal. It classifies the signal into `NORMAL`, `HIGH_VOLATILITY`, or `CRITICAL_SHOCK` and returns bounded execution parameters. The engine is deliberately advisory. It does not place, cancel, replace, or route orders and it does not enforce broker, exchange, or portfolio risk controls. ## When NOT to Use - Do not use it as a substitute for broker or exchange pre-trade controls, trading-pause handling, limit-up/limit-down validation, or a portfolio kill switch. - Do not use it when the volatility feed is stale, unavailable, improperly calibrated, or mixes incompatible instruments or sessions. - Do not use it as a standalone market-impact, liquidity, best-execution, or smart-order-routing model; volatility alone does not measure spread, depth, toxicity, or venue availability. - Do not route an order solely because this engine returns `NORMAL`; the parent scheduler and independent risk gates must still approve it. ## Prerequisites - Python 3.10+. …
Read the whole file at its exact version.
How to install
mdr add himanshuj16/algo-trading-skills/adaptive-execution-under-volatility-spikes@sha256:a3c5530ceee7a672The line at the top of this page pins the label v1.2.0, 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.
[](https://markdownregistry.com/a/art_gf4ltloksbdpsjex)
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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.0 latest | 2026-09-03 | 8527a51 | 7,275 B | A | view · diff |
| v1.2.0 | 2026-09-03 | eb7108c | 7,329 B | A | view · diff |
| v1.1.0 | 2026-08-13 | 097e217 | 5,415 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 89d1436 | 2,303 B | A | view · diff |
| v1.0.0 | 2026-07-30 | dfc60c7 | 2,278 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7275 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
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_gf4ltloksbdpsjex GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/adaptive-execution-under-volatility-spikes GET https://markdownregistry.com/api/v1/blob/a3c5530ceee7a672699d736dd932e8d37ce835d33a142a7a1afd1be6795c84eb
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.