data-lineage-tracking-for-audit-and-debugging SKILL.md skillA
data-lineage-tracking-for-audit-and-debugging 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/data-lineage-tracking-for-audit-and-debugging@v1.1.0Pins v1.1.0 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/data-lineage-tracking-for-audit-and-debugging/SKILL.md- Versions recorded
- 5
- Latest version
- v1.1.0, committed Sep 3, 2026
- First version recorded
- Jul 30, 2026
- Size
- 7,436 bytes
- Repository stars
- 50
- License
- Apache-2.0
Use when an anomalous signal or unexplained backtest jump needs upstream and downstream tracing, maintaining an append-only lineage graph across market data, feature store and model decisions.
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 in quantitative research, feature store engineering, and live trading systems to maintain end-to-end data lineage DAGs. When a live trading model generates an anomalous order signal or a backtest exhibits unexplained performance jumps, data lineage allows engineers to perform **Upstream Root Cause Analysis** (tracing a trade signal $S_t$ back to raw vendor ticks and transformation parameters) or **Downstream Impact Analysis** (identifying all downstream models impacted by a corrupted market data payload). ## When NOT to Use - **As an OpenLineage-compliant emitter.** The reference engine is conceptually aligned with the OpenLineage dataset/job model but emits no `RunEvent` / `JobEvent` / `DatasetEvent` payloads, no run UUIDs, and no facets. If a downstream consumer (Marquez, a catalog, a data-contract gate) expects OpenLineage JSON, use an OpenLineage client — do not present this engine's report as OpenLineage lineage. - **As the system of record for regulatory retention.** The engine holds lineage in memory. Durable retention, access control, and the operator-identity element of an audit trail are the caller's responsibility. …
Read the whole file at its exact version.
How to install
mdr add himanshuj16/algo-trading-skills/data-lineage-tracking-for-audit-and-debugging@sha256:c61c449ac3a085a9The line at the top of this page pins the label v1.1.0, 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_micqhhvnrlgw3kcz)
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 | |
|---|---|---|---|---|---|
| v1.1.0 latest | 2026-09-03 | 8527a51 | 7,436 B | A | view · diff |
| v1.1.0 | 2026-09-03 | 64e8b01 | 7,411 B | A | view · diff |
| v1.1.0 | 2026-08-23 | a0fdc9e | 7,364 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 89d1436 | 3,211 B | A | view · diff |
| v1.0.0 | 2026-07-30 | dfc60c7 | 3,209 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 (7436 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_micqhhvnrlgw3kcz GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/data-lineage-tracking-for-audit-and-debugging GET https://markdownregistry.com/api/v1/blob/c61c449ac3a085a9faed794d93c8485b1401d1086eef79b652189fa195573851
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.