automated-rollback-triggers-on-anomaly-detection SKILL.md skillA
automated-rollback-triggers-on-anomaly-detection 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/automated-rollback-triggers-on-anomaly-detection@v2.1.0Pins v2.1.0 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/automated-rollback-triggers-on-anomaly-detection/SKILL.md- Versions recorded
- 5
- Latest version
- v2.1.0, committed Sep 4, 2026
- First version recorded
- Aug 13, 2026
- Size
- 10,549 bytes
- Repository stars
- 50
- License
- Apache-2.0
Use immediately after deploying a trading algorithm, to watch post-deployment health metrics and roll back automatically on a deployment defect, with flapping and rollback-loop protection. Not for strategy underperformance.
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 skill within your CI/CD pipeline immediately following a deployment of a trading algorithm (e.g., during a Canary Release or Blue/Green deployment). In algorithmic trading, milliseconds of malfunction can cause catastrophic financial damage. This self-healing engine continuously monitors post-deployment telemetry (technical metrics like latency/errors and trading metrics like order reject rates) and, if a metric breaches its safety threshold for a confirmed number of consecutive samples, fires an automated rollback trigger that minimizes Mean Time to Recovery (MTTR). ## When NOT to Use Do not wire automated rollback as the *primary* control loop for market-data alerts or strategy underperformance — those are human/postmortem signals, not deployment-defect signals. Automated rollback is appropriate only when a deployment temporally correlates with the anomaly onset (a deployment-correlated rollback gate). For non-deployment anomalies (e.g. a venue-wide outage), rollback cannot help and may itself cause harm by reverting to a version that lacks the current degradation handling. ## Prerequisites - Python 3.10+ …
Read the whole file at its exact version.
How to install
mdr add himanshuj16/algo-trading-skills/automated-rollback-triggers-on-anomaly-detection@sha256:aa276940fcc122ffThe line at the top of this page pins the label v2.1.0, 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_qmnx5ldkc4brpugn)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 13, 2026 and Sep 4, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.1.0 latest | 2026-09-04 | 48bcc05 | 10,549 B | A | view · diff |
| v2.1.0 | 2026-09-03 | 8527a51 | 10,548 B | A | view · diff |
| v2.1.0 | 2026-09-03 | 64e8b01 | 10,455 B | A | view · diff |
| v2.1.0 | 2026-09-03 | eb7108c | 10,456 B | A | view · diff |
| v2.0.0 | 2026-08-13 | 097e217 | 7,681 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 (10549 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_qmnx5ldkc4brpugn GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/automated-rollback-triggers-on-anomaly-detection GET https://markdownregistry.com/api/v1/blob/aa276940fcc122ff2f6bc6ecd71811f8c433016652c54c8f973aea1a46b26dac
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.