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paper-slides

Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk.

69

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-5

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

A thorough, well-sequenced workflow with excellent validation and feedback loops, but it is monolithic and could benefit from splitting large reference material (color schemes, talk-script/Q&A templates) into separate files and providing the full PPTX generator code.

Suggestions

Move the venue color-scheme table, full talk-script template, and Q&A template into separate reference files (e.g., references/color-schemes.md, references/talk-script-template.md) referenced one level deep from SKILL.md to improve progressive disclosure.

Provide complete, executable generate_pptx.py code instead of a requirements-only spec so the PowerPoint export phase is copy-paste ready.

Trim the presentation-rules rationale column and condense the 8-question Q&A placeholder block to reduce token overhead from content Claude can infer.

DimensionReasoningScore

Conciseness

Largely efficient with concrete templates, code, and tables, but the presentation-rules rationale column (e.g., "More than 6 lines = wall of text") and the 8-question Q&A placeholder template are padding that could be trimmed.

4 / 5

Actionability

Provides copy-paste-ready bash, a complete beamer LaTeX template, and compile commands, but the PPTX phase only specifies generate_pptx.py by requirements rather than providing full executable code.

4 / 5

Workflow Clarity

Eight numbered phases each end with state persistence, a critical STOP checkpoint waits for user confirmation, and the compile phase has an explicit 3-attempt error-recovery loop plus pdfinfo page-count validation.

5 / 5

Progressive Disclosure

The 630-line body is monolithic with no bundle reference files; the venue color-scheme table, full talk-script template, and Q&A template are inlined content that could be split into one-level-deep reference files.

3 / 5

Total

16

/

20

Passed

Description

96%Weight 40%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.

A strong, well-constructed description that clearly states capabilities and provides rich bilingual trigger phrases. Its only weakness is mild overlap risk from broad terms like "make slides" that could match general slide-creation skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — beamer LaTeX generation, PDF compile, editable PPTX export, speaker notes, and full talk script — giving comprehensive coverage of what the skill produces.

5 / 5

Completeness

Explicitly answers both what (generate conference slides as PDF+PPTX with notes and script from a compiled paper) and when (a concrete "Use when user says..." clause with trigger phrases).

5 / 5

Trigger Term Quality

Comprehensive natural-term coverage across two languages ("做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿") with abundant synonyms a user would actually say.

5 / 5

Distinctiveness Conflict Risk

The paper-to-conference-talk niche is mostly distinct with beamer/conference framing, but generic triggers like "make slides" and "做PPT" risk overlap with general presentation makers and the sister /slides-polish skill.

4 / 5

Total

19

/

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.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (636 lines); consider splitting into references/ and linking

Warning

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Reviewed

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