FerroxLabs Take a single copy draft, run it through the Bullshit Filter to find the lines that are weakest by Donahoe-Method standards, then rewrite the three weakest lines in the author's voice and hand back the cleaned draft. Fast, single-pass cleanup, not a full scored audit.
Resolve the draft before starting: use the copy the user pasted or attached. If
nothing is provided, ask the user to paste the draft or point at the file. Do
not invent copy. If a voice-notes.md voice profile is available, use it to
keep the rewrites voice-aware.
Step 1: Run the Bullshit Filter (uses: convert-bullshit-filter)
Run the Bullshit Filter across the entire draft. Flag every line that is vague, hype-laden, unsupported, or method-weak, and rank the offenders worst-first so the next step knows which three lines to fix. Show the flagged lines with a one-line reason for each.
- Input: the draft copy (pasted, attached, or from the named file)
- Output: ranked list of weak lines with reasons, worst-first
- Key focus: surface the weakest lines, do not yet rewrite them
Step 2: Clean the weakest lines in voice (uses: convert-voice)
Take the filter results and rewrite the three weakest flagged lines in the
author's voice. If a voice profile (voice-notes.md) is present, match its tone,
cadence, and vocabulary. Leave the rest of the draft untouched. Return the full
cleaned copy with the three rewritten lines in place, plus a short note on what
changed and why.
- Input: the draft copy, the ranked filter results, optional voice profile path
- Output: cleaned copy with the three weakest lines rewritten in voice, plus a change note
- Key focus: surgical voice-aware rewrite of only the weakest lines