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meta-results-funnel-plot-generator

Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. Supports English and Chinese outputs. Use when user provides a funnel plot image and statistics and wants a formatted report.

65

Quality

78%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Fix and improve this skill with Tessl

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

Quality

Content

57%

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

The body has sound progressive disclosure and a workable workflow, but it is weighed down by templated redundancy and lacks a complete executable command plus a validation step. Tightening the boilerplate and fixing the broken step-3 bullet would raise the lower dimensions.

Suggestions

Remove the duplicated description text in "When to Use" and "Key Features" and the generic template bullets; keep only trigger guidance specific to this skill.

Add a complete copy-paste run command showing all required args (e.g. `python scripts/main.py --desc ... --egger ... --begg ... --trim ... --lang English`) instead of only `--help`.

Fix the broken step-3 bullet and the duplicated "(Figure 3)" label, and insert an explicit validation checkpoint (confirm LLM tables are valid Markdown before assembly).

DimensionReasoningScore

Conciseness

The core Usage/Workflow/Quality Rules sections are lean, but the body restates the description three times and includes generic template bullets ("Use this skill when a academic writing task needs a packaged method", "See ## Usage above") that are padded filler, so it is mostly efficient with unnecessary content that could be tightened rather than fully lean.

2 / 3

Actionability

It points to a real executable `scripts/main.py` and a `references/prompts.md` with concrete prompts, but the example only shows `python scripts/main.py --help` and never gives a complete invocation with the required --desc/--egger/--begg/--trim/--lang args, leaving key details missing per the score-2 anchor.

2 / 3

Workflow Clarity

The three-step Workflow is sequenced, but step 3 has a broken bullet ("* Insert figure reference \"(Figure 3)\" or \"(Figure 3)\"") with a duplicated identical label and no validation checkpoint before assembly, fitting the score-2 anchor of steps present but with gaps.

2 / 3

Progressive Disclosure

The body is an overview that cleanly signals one-level-deep references to a real `references/prompts.md` and `scripts/main.py`, both confirmed to exist in the bundle, with content appropriately split — matching the score-3 anchor.

3 / 3

Total

9

/

12

Passed

Description

100%

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 is well-formed: third-person voice, concrete capabilities, an explicit "Use when" trigger, and a distinctive niche. It hits the top anchor on all four dimensions.

DimensionReasoningScore

Specificity

"Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends" lists several concrete actions (description, named statistical tables, figure legends) matching the score-3 anchor of multiple specific actions.

3 / 3

Completeness

It explicitly states what it does (generates results section, tables, legends, English/Chinese) and when to use it via an explicit "Use when..." clause, satisfying both halves of the score-3 anchor rather than capping at 2.

3 / 3

Trigger Term Quality

"Use when user provides a funnel plot image and statistics and wants a formatted report" supplies natural terms (funnel plot, image, statistics, formatted report) a researcher would actually say, with good domain coverage; it is above the score-2 single-keyword bar and below nothing since no further synonym variants exist for this niche.

3 / 3

Distinctiveness Conflict Risk

The meta-analysis funnel-plot niche with Egger's/Begg's/Trim & Fill is a clear, specialized trigger unlikely to overlap with other skills, matching the score-3 distinct-niche anchor.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
aipoch/medical-research-skills
Reviewed

Table of Contents

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