# MacroMan5

> Open-source publisher. Listings imported from github.com/MacroMan5 — credited to the original author with their license.

- **Listings:** 15
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/macroman5
- **Website:** https://github.com/MacroMan5

## Published listings

- [Training Loop](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-training-loop) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-training-loop`
  Run a managed YOLO training session — validates dataset, trains, analyzes, generates clean report.
- [Annotate](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-annotate) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-annotate`
  Claude visually inspects images and corrects/creates YOLO bounding box annotations using multimodal vision.
- [Review Annotations](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-review-annotations) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-review-annotations`
  AI-assisted annotation review — uses YOLO inference + Claude vision to auto-approve, correct, or flag images for human review in CVAT.
- [Compare Models](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-compare-models) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-compare-models`
  Compare 2+ YOLO models side-by-side on the same dataset — mAP, per-class AP, speed, size.
- [Cvat Push](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-cvat-push) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-cvat-push`
  Push uncertain or misclassified images to CVAT for human annotation review after training analysis.
- [Analyze Results](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-analyze-results) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-analyze-results`
  Analyze YOLO training runs — compares to baseline/best, checks per-class regression, analyzes training dynamics and tune convergence, writes actionable recommendations.
- [Benchmark](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-benchmark) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-benchmark`
  Profile YOLO model inference speed, FPS, and size across image sizes and export formats.
- [Active Learning](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-active-learning) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-active-learning`
  Orchestrate the full active learning loop: train, analyze, push to CVAT, wait for review, pull, merge, retrain.
- [Explain Results](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-explain-results) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-explain-results`
  Explain training results in plain English — translates metrics into actionable insights for any audience.
- [Cvat Pull](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-cvat-pull) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-cvat-pull`
  Pull human-corrected annotations from CVAT into local YOLO dataset for training.
- [Auto Experiment](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-auto-experiment) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-auto-experiment`
  Run autonomous YOLO training experiments — reads training-plan.md, assesses bottlenecks, acts strategically, and delegates HP optimization to model.tune().
- [Setup Project](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-setup-project) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-setup-project`
  Initialize a new YOLO project — detects your dataset's starting state and routes through the right tools.
- [Cvat Deploy](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-cvat-deploy) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-cvat-deploy`
  Deploy a trained YOLO model as a Nuclio serverless function for CVAT auto-annotation.
- [Review Dataset](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-review-dataset) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-review-dataset`
  Audit YOLO dataset quality — class distribution, annotation quality, image stats, and improvement suggestions.
- [Monitor Training](https://agentstack.voostack.com/l/skill-macroman5-autotrain-yolo-monitor-training) — Skill · Free · security-reviewed — `agentstack add skill-macroman5-autotrain-yolo-monitor-training`
  Set up autonomous training monitoring — creates cron jobs to track long-running training, auto-continue pipeline when training completes.

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