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SKILL verified MIT Self-run

Training Loop

skill-macroman5-autotrain-yolo-training-loop · by MacroMan5

Run a managed YOLO training session — validates dataset, trains, analyzes, generates clean report.

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Install

$ agentstack add skill-macroman5-autotrain-yolo-training-loop

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Training Loop

Single managed training run with automatic reporting.

Workflow

  1. Read yolo-project.yaml
  2. Run yolo-validate — stop on errors
  3. Check GPU availability
  4. Run training: yolo-train or yolo-finetune
  5. After completion, run yolo-analyze
  6. Generate report in experiments/
  7. Print summary + model path + recommendation

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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