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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.

Quality

80%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./skills/skills-codex/paper-slides/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

70%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.

The workflow engineering is excellent — sequenced phases, checkpoints, error loops, and executable commands dominate the body. Weaknesses are length and monolithic structure: large templates belong in reference files, the reviewer-routing preamble is confusing and points to a file not in the bundle, and some guidance duplicates across sections.

Suggestions

Split the full beamer template, talk-type slide tables, and the Phase 8 talk-script example into files under references/ and link them from SKILL.md, keeping the body as an overview (progressive_disclosure is the lowest-scoring dimension).

Rewrite or relocate the reviewer-routing blockquote: it is dense, references ../shared-references/reviewer-backends.md which is absent from this bundle, and duplicates REVIEWER_MODEL routing details that belong in a reference file.

Deduplicate the slide-count guidance (Constants table vs. Phase 1 tables) and compress the Phase 8 markdown example to a short skeleton to reduce token cost.

DimensionReasoningScore

Conciseness

Mostly efficient — tables, templates, and commands rather than concept explanations — but it could be tightened: the dense reviewer-routing blockquote at the top, slide-count guidance duplicated between Constants and Phase 1, and the very long Phase 8 talk-script example all pad the ~585-line body. Not a 2 because there is little explanation of things Claude already knows; not a 4 because several sections clearly could be trimmed.

3 / 5

Actionability

Concrete and largely executable: a copy-paste beamer template, exact bash commands ('latexmk -$ENGINE -interaction=nonstopmode main.tex', 'pdfinfo slides/main.pdf | grep Pages'), state JSON format, and a parameter table. Minor gaps: 'generate_pptx.py' is described as a spec rather than provided code, and the 'spawn_agent' reviewer block is a pseudo-format rather than a real tool invocation.

4 / 5

Workflow Clarity

Eight clearly sequenced phases with explicit validation and feedback loops: prerequisite checks ('which pdflatex && which latexmk'), paper existence checks, CJK detection switching ENGINE, a hard '⛔ STOP HERE and wait for user response' checkpoint, a compile error-handling loop (parse log → fix → recompile, max 3 attempts), page-count verification against the outline, and state persistence per phase.

5 / 5

Progressive Disclosure

The body has clear section headers, but this is a ~585-line monolith with no bundle files: the full beamer template, talk-type slide tables, venue color table, and entire talk-script example are inlined rather than split into references. The single reference '../shared-references/reviewer-backends.md' points outside the bundle and is not clearly signaled. Structured but not well split — matches the 'content that should be separate is inline' anchor.

3 / 5

Total

15

/

20

Passed

Description

88%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 description: concrete action list, explicit bilingual trigger phrases, and clear input-to-output framing in third-person voice. The only weaknesses are a few missing natural synonyms/file extensions and mild overlap risk with generic presentation skills.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions covering the full pipeline: 'Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script'. Input, outputs, and deliverables are all explicit; no coverage gaps, so this exceeds the 'several specific actions, minor gaps' anchor.

5 / 5

Completeness

Explicitly answers both questions: 'what' via the concrete output list (beamer LaTeX → PDF + editable PPTX, speaker notes, full talk script) and 'when' via 'Use when user says...' followed by concrete trigger phrases. Matches the 5 anchor example structure.

5 / 5

Trigger Term Quality

Good keyword coverage with natural phrases users would say: 'make slides', 'conference talk', 'presentation slides', plus bilingual synonyms ('做PPT', '做幻灯片', '生成slides', '写演讲稿'). Falls short of the 5 anchor because standalone terms like 'PPT', 'slide deck', and file extensions (.pptx) are missing.

4 / 5

Distinctiveness Conflict Risk

'from a compiled paper' and 'conference talk'/'beamer slides' carve a clear niche, but generic triggers like 'make slides' and 'presentation slides' carry minor overlap risk with generic presentation/pptx skills. Mostly distinct rather than a fully isolated niche.

4 / 5

Total

18

/

20

Passed

Validation

75%

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

Validation — 12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (585 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

relative_links

Relative link issues: 1 suspicious

Warning

Total

12

/

16

Passed

Repository

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

Path

skills/skills-codex/paper-slides/SKILL.md

Reviewed

Table of Contents

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