mlflow-python SKILL.md skillB
mlflow-python from terrylica/cc-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add terrylica/cc-skills/mlflow-python@git:20261008.b542227Pins git:20261008.b542227 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- terrylica/cc-skills
- Path
plugins/devops-tools/skills/mlflow-python/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261008.b542227, committed Oct 8, 2026
- First version recorded
- Jan 26, 2026
- Size
- 7,561 bytes
- Repository stars
- 2
- License
- MIT
MLflow experiment tracking via Python API. TRIGGERS - MLflow metrics, log backtest, experiment tracking, search runs.
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
# MLflow Python Skill Unified read/write MLflow operations via Python API with QuantStats integration for comprehensive trading metrics. **ADR**: [2025-12-12-mlflow-python-skill](/docs/adr/2025-12-12-mlflow-python-skill.md) > **Note**: This skill uses Pandas (MLflow API requires it). The `mlflow-python` path is auto-skipped by the Polars preference hook. > **Self-Evolving Skill**: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues. ## When to Use This Skill **CAN Do**: - Log backtest metrics (Sharpe, max_drawdown, total_return, etc.) - Log experiment parameters (strategy config, timeframes) - Create and manage experiments - Query runs with SQL-like filtering - Calculate 70+ trading metrics via QuantStats - Retrieve metric history (time-series data) **CANNOT Do**: - Direct database access to MLflow backend - Artifact storage management (S3/GCS configuration) - MLflow server administration ## Prerequisites ### Authentication Setup MLflow uses separate environment variables for credentials (NOT embedded in URI): ```bash …
Read the whole file at its exact version.
How to install
mdr add terrylica/cc-skills/mlflow-python@sha256:17e6b35623a41bdaThe line at the top of this page pins the label git:20261008.b542227, 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_ukvwk7tjh227jxqs)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jan 26, 2026 and Oct 8, 2026, about one every 42 days. Its first recorded version is graded A and its latest B.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.b542227 latest | 2026-10-08 | b542227 | 7,561 B | B | view · diff |
| git:20260924.5e2e559 | 2026-09-24 | 5e2e559 | 7,564 B | B | view · diff |
| git:20260807.f7411d3 | 2026-08-07 | f7411d3 | 7,398 B | A | view · diff |
| git:20260401.b664eaf | 2026-04-01 | b664eaf | 7,351 B | A | view · diff |
| git:20260401.6be22af | 2026-04-01 | 6be22af | 7,129 B | A | view · diff |
| git:20260131.9e8006a | 2026-01-31 | 9e8006a | 6,559 B | A | view · diff |
| git:20260126.01868e9 | 2026-01-26 | 01868e9 | 5,403 B | A | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7561 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
terrylica/cc-skills · 2 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ukvwk7tjh227jxqs GET https://markdownregistry.com/api/v1/resolve?ref=terrylica/cc-skills/mlflow-python GET https://markdownregistry.com/api/v1/blob/17e6b35623a41bda96eb1320706da8754678e357666f08ab59515a708e2a4295
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.