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meta-manuscript-generator

Generates a first draft of a clinical meta-analysis paper. Input the research report (including Methods and Results sections), language, and title to automatically generate a complete paper draft including Abstract, Introduction, Discussion, and other sections, with automatic ...

58

Quality

69%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./scientific-skills/Academic Writing/meta-manuscript-generator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

68%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 content is well-organized and actionable with concrete code and API details, but the templated boilerplate adds padding, the batch workflow lacks an inline validation feedback loop, and a referenced guide path does not match the bundled file.

Suggestions

Add an inline validation checkpoint in the workflow (e.g. after Stage 4, verify PMIDs resolve and citation numbering has no conflicts before final integration) to create a validate→fix→retry loop.

Fix the broken reference: change 'references/writing-guide.md' to the actual 'references/writing-guide-en.md'.

Remove the generic templated 'Use this skill when...' bullet lines that duplicate the description to tighten conciseness.

DimensionReasoningScore

Conciseness

The body is mostly efficient with concrete commands, API endpoints, and citation formats, but includes templated boilerplate (e.g. 'Use this skill when a academic writing task needs a packaged method instead of ad-hoc freeform output') that repeats the description and could be trimmed.

4 / 5

Actionability

Provides executable code examples for search_references_for_theme and insert_references, concrete PubMed API URLs, and citation-format specs, with only minor gaps such as no full end-to-end CLI invocation.

4 / 5

Workflow Clarity

A clear 5-stage sequence is present, but this batch/reference-mutating operation lacks an inline validate→fix→retry feedback loop (validation lives only in a separate checklist), so the rubric's batch-operation cap holds workflow clarity at 3.

3 / 5

Progressive Disclosure

Good section structure with one-level-deep references to scripts and a writing guide, but the body links references/writing-guide.md while the actual bundle file is references/writing-guide-en.md, a broken reference that is a minor organization gap.

4 / 5

Total

15

/

20

Passed

Description

70%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.

The description conveys a specific, distinct capability and lists concrete output sections, but it omits an explicit 'when to use' trigger clause and is truncated mid-sentence, limiting completeness and trigger coverage.

Suggestions

Add an explicit 'Use when...' clause naming natural triggers (e.g. 'Use when drafting a systematic review or meta-analysis manuscript from a research report').

Complete the truncated 'with automatic ...' clause so the full PubMed reference-retrieval action is stated rather than cut off.

Surface a few more natural user phrases (e.g. 'systematic review', 'forest plot', 'SCI journal') to improve trigger term coverage.

DimensionReasoningScore

Specificity

Names the clinical meta-analysis domain and several concrete output sections (Abstract, Introduction, Discussion) but the trailing '...' truncates the full action list, leaving minor coverage gaps rather than comprehensive coverage.

4 / 5

Completeness

Clearly states what the skill does (generate a draft with named sections) but provides no explicit 'Use when...' trigger clause, which per the rubric caps completeness at 3 even though the 'what' is clear.

3 / 5

Trigger Term Quality

Includes natural phrases such as 'clinical meta-analysis paper' and 'systematic reviews and meta-analyses', but is missing common synonyms and concrete trigger cues a user would actually say.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche (clinical meta-analysis manuscript drafting with PubMed retrieval) with distinct triggers, making conflict with unrelated skills minimal.

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.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 1 missing

Warning

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

13

/

16

Passed

Repository
aipoch/medical-research-skills
Reviewed

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