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hugging-face-paper-publisher

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

46

Quality

50%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/hugging-face-paper-publisher/SKILL.md

The canonical home for this skill is hugging-face-paper-publisher in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

31%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This skill is severely bloated, repeating the same information across multiple sections (Core Capabilities, Usage Instructions, Commands Reference, Common Patterns, Integration Examples all cover the same operations). It explains many concepts Claude already knows and includes non-actionable content like 'Future Enhancements.' The commands appear concrete but reference scripts that don't exist in the bundle, and workflows lack validation checkpoints for operations that modify repositories.

Suggestions

Reduce content by 60%+: eliminate the 'Core Capabilities' summary section (redundant with Usage Instructions), remove 'Future Enhancements', collapse 'Common Patterns' into the existing workflow examples, and remove the 'Commands Reference' section since every command is already shown in context above it.

Split content into separate files: move YAML metadata examples to a METADATA.md, template structure to TEMPLATES.md, and troubleshooting to TROUBLESHOOTING.md, keeping SKILL.md as a concise overview with references.

Add validation steps to workflows: after each `link` command, add a verification step (e.g., check the README was updated correctly, verify the arxiv tag appeared). Recommend using `--create-pr` as default for safety.

Provide the actual `scripts/paper_manager.py` in the bundle or clearly document that it needs to be created, since all commands depend on it.

DimensionReasoningScore

Conciseness

Extremely verbose at ~400+ lines. Extensively explains concepts Claude already knows (what YAML frontmatter is, how arXiv works, what paper sections are). The 'Core Capabilities' section redundantly lists features that are then repeated in usage instructions. The template structure, best practices, common patterns, integration examples, and commands reference all heavily overlap. A 'Future Enhancements' section adds zero actionable value. The content could be reduced by 60-70% without losing any useful information.

1 / 5

Actionability

Provides concrete CLI commands with specific flags and arguments, which is good. However, all commands reference `scripts/paper_manager.py` which is not provided in the bundle, making none of the code actually executable or verifiable. The Python API example references `from scripts.paper_manager import PaperManager` which also doesn't exist. The commands look plausible but cannot be confirmed as real.

3 / 5

Workflow Clarity

The integration workflows (Workflow 1, 2, 3) provide clear sequential steps. However, there are no validation checkpoints or error recovery loops within the workflows themselves. The batch linking example in Advanced Usage has no validation step, and the 'link' operations that modify repository READMEs are potentially destructive without any verify-before-commit step. The --create-pr flag is mentioned once in the commands reference but never incorporated into workflows as a safety measure.

3 / 5

Progressive Disclosure

Everything is crammed into a single monolithic file with no references to separate documentation files. The YAML metadata examples, template structures, API reference, troubleshooting, and best practices all belong in separate files. The skill references `scripts/` directory but no bundle files are provided, and there are no references to supplementary documentation files for the extensive content that should be split out.

2 / 5

Total

9

/

20

Passed

Description

70%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description clearly identifies specific capabilities around Hugging Face Hub paper management with good domain-specific terminology. Its main weakness is the absence of an explicit 'Use when...' clause that would help Claude know when to select this skill. The specificity and distinctiveness are strong, making it unlikely to conflict with other skills.

Suggestions

Add a 'Use when...' clause with trigger phrases like 'Use when the user mentions publishing papers on Hugging Face, linking research to HF models, or managing paper pages on the Hub'

Include common synonyms and variations users might say, such as 'HF Hub', 'arxiv', 'preprint', or 'paper repository'

DimensionReasoningScore

Specificity

Lists several specific actions: creating paper pages, linking papers to models/datasets, claiming authorship, and generating markdown-based research articles. Good coverage though could mention a few more operations like searching or commenting.

4 / 5

Completeness

Has a clear 'what' (publish and manage research papers with specific actions listed) but lacks an explicit 'when' clause. There is no 'Use when...' guidance to tell Claude when to select this skill.

3 / 5

Trigger Term Quality

Includes natural terms like 'research papers', 'Hugging Face Hub', 'models/datasets', 'authorship', and 'markdown'. Missing some variations users might say like 'arxiv', 'preprint', 'HF', or 'paper repository'.

4 / 5

Distinctiveness Conflict Risk

Very distinct niche combining Hugging Face Hub specifically with research paper management. Unlikely to conflict with other skills due to the specific platform and domain combination.

5 / 5

Total

16

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation9 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (624 lines); consider splitting into references/ and linking

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

9

/

11

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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