Run any Skill in Manus with one click

quality-assessment

Stars1

Forks0

UpdatedMay 16, 2026 at 08:19

Methodological rigor scoring for papers — evaluates bias risk, reproducibility, sample adequacy using established frameworks. Used by systematic-survey.

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

Run Skill in Manus

Source

yogsoth-ai

yogsoth-ai/literature-survey

View GitHub Repository View Creator Repositories

Download

Run Skill in Manus

Related occupationsSOC

Based on SOC occupation classification

Social Sciences Teachers, Postsecondary, All OtherEducational Instruction and Library Occupations·SOC 25-1069

File Explorer

2 files

SKILL.md

readonly

name	quality-assessment
description	Methodological rigor scoring for papers — evaluates bias risk, reproducibility, sample adequacy using established frameworks. Used by systematic-survey.
execution	subagent
prompt	./prompt.md
input	paper_details (string)

Quality Assessment

Evaluate research rigor using established quality assessment frameworks.

Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

Why Subagent

Quality assessment requires applying consistent criteria across multiple papers while maintaining objectivity. Dedicated context ensures the assessment framework is applied uniformly.

More from this repository

same repository

gap-identification

yogsoth-ai/literature-survey

Identify what the literature has NOT addressed — missing methods, untested combinations, unexplored applications, contradictions without resolution. Used by all strategies.

2026-05-161

thematic-coding

yogsoth-ai/literature-survey

Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.

2026-05-161

prisma-flowchart

yogsoth-ai/literature-survey

Generate PRISMA-compliant flow data documenting the screening funnel — counts at each stage (identification, screening, eligibility, inclusion) with exclusion reasons. Used by systematic-survey via prisma-screening tactic.

2026-05-161

taxonomy-mapping

yogsoth-ai/literature-survey

Construct a hierarchical field map from paper collection — multi-level taxonomy with parent/child relationships, paper counts per node, and maturity indicators. Used by scoping-survey.

2026-05-161

saturation-detection

yogsoth-ai/literature-survey

Determine when additional searching yields diminishing returns. Analyzes the latest expansion batch against existing corpus to judge continue/near-saturation/saturated. Used by snowball and systematic-survey.

2026-05-161

seed-selection

yogsoth-ai/literature-survey

Validate and prioritize starting papers for snowball surveys. Evaluates which seeds will yield the richest citation traces based on citation count, recency, and network position.

2026-05-161

Run any Skill with one click