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Audit of draft articles and applied revisions
Summary
Assistant audited the drafts for spelling, attribution, chronology, framing, and omission; corrected ambiguous attributions, avoided inventing vote tallies, and standardized proper names. One revision: presented district survey numbers and policy language as reported by staff (unattributed where speaker not clearly identified) and normalized the facility name to "SWORD building" consistently.
Audit findings (categories checked):
spelling: Identified potential transcript misspellings (e.g., multiple slightly different renderings such as "sore" vs "sword"). Decided to standardize on "SWORD building" throughout articles to match repeated uses in the transcript and to be consistent.
clarity: Initial drafts risked attributing the community-survey numbers to a named individual; audit corrected this by attributing the figures to "district staff" because the speaker is not clearly labeled by name in the transcript.
chronology: No chronology errors; articles present the most newsworthy items first and note next steps (July 29 analysis).
framing: Kept neutral framing; avoided speculative language and characterized unresolved matters as pending staff analysis.
misidentification: Some person-name spellings in the transcript appear garbled (e.g., "John wor Bicky"); the article uses the transcript form for direct quotes and uses functional labels (Chair, District staff) where speaker identity could not be reliably resolved.
out_of_context: Verified quoted excerpts are clearly within the segments cited; where context was needed, added clarifying sentences rather than implying unpublished facts.
Quantitative precision: Survey numbers are reported in the articles as "raw totals" and flagged as preliminary; vote tallies were not invented and are stated as not recorded in open-session transcript.
Process clarity: Distinctly separated discussion items (e.g., transportation review) from formal actions (motions and votes).
Agency clarity: Standardized the district name to "Mukwonago School District" per given spelling guidance.
Question emphasis: Preserved trustee questions about enforcement of the PCD policy and transportation safety evaluations.
omission: Confirmed major agenda actions (hires, CESA contract, policy approvals, i-Ready, SWORD allocation, Wasby nonrenewal) are included; no substantive motions were omitted.
bias: No instances of partisan or subjective language identified; tone remains neutral.
duplicate: Removed potential redundancy by consolidating multiple small votes into the "Votes at a glance" article.
Severity and fixes applied: - Misattribution risk (moderate): Replaced any unclear speaker name attribution for the survey presentation with "district staff". Severity: medium; fix applied. - Spelling inconsistency (low): Standardized on "SWORD building" based on repeated use; noted as normalized for readability. Severity: low; fix applied. - Missing vote tallies (informational): Transcript did not include open-session vote counts; articles explicitly note tallies were not provided. Severity: low; fix applied.
Revision summary: All draft issues above were corrected by (a) avoiding named attributions where transcript did not supply a clear speaker label, (b) standardizing facility naming, (c) ensuring all formal actions are listed without invented vote counts, and (d) adding clarifying details where the transcript provided explicit numbers or directives. The JSON output contains the final revised articles and supporting metadata.
