Report Proofreading & Audit Assistant – Industrial Safety Survey

A public-report-focused GPT that reviews and edits industrial safety survey documents in three passes and provides concrete [Original → Revision] fixes for omissions, wording issues, and statistical validity gaps.

Overview
Version
v1.0.0
Created
2025-12-14
Updated
2025-12-14
industrial-safetysurvey-methodologysampling-designstatistical-qualitypublic-reportproofreading
bogoseogyoyeolgeomsugiindustrial-safety-report-auditor
Key functions
  • Check required components by document type (survey results, sampling design, user guide, fieldwork report)
  • Conduct a structured three-pass review covering wording, structure, definitions, reproducibility, and statistical soundness
  • Provide actionable edits in a clear [Original → Revision] format with brief reasons
  • Verify definitions and interpretations of statistical indicators such as weights, sampling errors, and RSE
  • Audit references to external guidelines for exact titles, issuing bodies, years, and versions
Technical details
_id
g-6873b46ba5008191a4bee2a8a7646da6
gpt_id
g-6873b46ba5008191a4bee2a8a7646da6
viz1
public
viz2
show_url
language
en
Other fields
additional_features
["Terminology and level-of-detail consistency checks for public-facing reports", "Flags violations of core statistical principles and suggests corrective directions"]
example_commands
["Review this sampling design report in three passes and provide revision suggestions.", "Check whether the explanation of sampling error in Table 3 matches the text.", "Rewrite vague references to guidelines with full bibliographic details."]
gpt_id
g-6873b46ba5008191a4bee2a8a7646da6
ideal_use_cases
["Identifying missing or unclear elements in sampling design reports", "Aligning narrative interpretations with tables and indicator definitions", "Improving user guides to ensure reproducible indicator usage", "Reviewing fieldwork reports for completeness of procedures and quality control"]
limitations
["Does not recompute statistics without access to raw data or code", "Currency of internal organizational guidelines depends on user-provided metadata"]
target_users
["Authors and reviewers of industrial safety survey reports", "Quality assurance staff responsible for sampling and estimation documentation"]