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book-sft-pipeline

This skill should be used when the user asks to "fine-tune on books", "create SFT dataset", "train style model", "extract ePub text", or mentions style transfer, LoRA training, book segmentation, or author voice replication.

72

1.95x
Quality

61%

Does it follow best practices?

Impact

92%

1.95x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./examples/book-sft-pipeline/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 medium severity finding. This skill can be installed but you should review these findings before use.

Medium

W011: Third-party content exposure detected (indirect prompt injection risk)

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

Third-party content exposure detected (high risk: 0.80). The skill's SKILL.md explicitly ingests ePub book content (Phase 1: extract_epub) and then reads and interprets those chunks in Phase 3 (INSTRUCTION_PROMPT with llm_call) and in dataset construction (assistant messages), so arbitrary third‑party ePubs or public datasets could contain instructions that influence segmentation, instruction generation, and downstream training actions.

Report incorrect finding
Repository
muratcankoylan/Agent-Skills-for-Context-Engineering
Audited
Security analysis
Snyk

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.