Scan reports · huggingface/skills
train-sentence-transformers: scan report
Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal),… An automated scan of this public skill from huggingface/skills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
67/100 · grade F
huggingface/skills/skills/train-sentence-transformers at c3ff942
Spec 21 · Efficiency 25 · Clarity 21 · Security 0 (each out of 25)
Always loaded 169 tokens · on trigger 2,446 · on demand 52,512
sec/remote-execcritical · references/hf_jobs_execution.md:9Downloads and executes remote code.spec/broken-refwarn · SKILL.md:43References scripts/train_sparse_encoder_example.py, which isn't in the skill folder.clarity/outputwarn · SKILL.mdDoesn't say what the result should look like. Add an Output section.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | huggingface/skills |
| Skill folder | skills/train-sentence-transformers |
| Stars | 11,181 |
| License | Apache-2.0 |
| Commit scanned | c3ff942 |
| Scanned | 2026-10-19 |
| Files | 25 |
ProSkills doesn't host or redistribute this skill. Get it from its repository, and check the license before reusing it. Something wrong here? Open an issue for a rescan or removal.
For maintainers
Badge for the README
If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.
[](https://proskills.dev/reports/huggingface-train-sentence-transformers)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- Character BibleLock a face, body and style across renders.Loads when the user creates or reuses an AI character.4 rules · AI ModelsScan 100Free
- Character StudioLocked face, personality and prompts.Loads when the user creates or posts as an AI character.5 rules · AI ModelsScan 100$12
- Pipeline DebuggerFinds the first bad table and fixes it at source.Loads when a pipeline, dbt model or dashboard number is wrong or late.5 rules · Data & SQLScan 100$9
Same repository
More from huggingface/skills
- hf-cliGrade F60/100
- hf-cloud-aws-context-discoveryGrade A90/100
- hf-cloud-python-env-setupGrade B84/100
- hf-cloud-sagemaker-deployment-plannerGrade A100/100
- hf-cloud-sagemaker-iam-preflightGrade B89/100
- hf-cloud-sagemaker-production-defaultsGrade B81/100
- hf-cloud-serving-image-selectionGrade A100/100
- hf-mcpGrade A90/100
- hf-memGrade A94/100
- huggingface-bestGrade F72/100
- huggingface-community-evalsGrade A96/100
- huggingface-datasetsGrade A96/100
FAQ
Questions
- Is train-sentence-transformers safe to install?
- 1 critical finding: read before installing. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit c3ff942 on 2026-10-19. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
Related
Keep reading
Free tool
Scan your own skill
Paste a SKILL.md or drop a folder. It is scored in your browser and nothing is uploaded.
Want a skill that already passes? Start with a free one.