Charles Li · HumanPen · short-doc-all-or-nothing
On a long thesis chapter, HumanPen’s homepage loop—paid rewrite of flagged continuous prose, re-import if still ≥20%, free rounds on leftover flags until the report shows * under 20%—can move through several leftover spans. On a short document (a few hundred words of qualifying prose: abstract, response paper, tight methods blurb), that same loop often feels all-or-nothing.
Why: after you rewrite the flagged continuous-prose spans, few continuous-prose spans remain. There is little middle ground left for “partial progress.” Either the short spine clears into the product’s * under 20% stop condition on the next import, or the thin remaining prose still sits high. That is product behaviour on short files—not a promise that the detector will pass you.
Distinct from free-rounds-until-under-20 (the billing loop itself), asterisk-under-20-means (what the glyph displays), and pay-by-rewritten-words (what enters the bill). Here the literacy move is short-doc all-or-nothing behaviour of the free-rounds loop.
This note explains the homepage workflow honestly. It does not guarantee a next percentage, school clearance, or “undetectable” output.
Long files keep leftover flagged blocks after a first pass, so free rounds can chip away. Short files often have only one or two qualifying continuous-prose windows. Once those are rewritten, the free-rounds / under-20% loop has almost nothing left to iterate—so the product experience collapses toward all-or-nothing. That matches how little prose the report had to work with; it is not a moral cliff and not a score guarantee.
HumanPen at humanpen.net is built for document-level revision against an imported detector report: rewrite flagged continuous prose, keep citations and layout, then free rounds on leftover flags until * under 20% on the product framing. On short documents, expect that loop to feel binary because few spans remain. No promised next percentage.
Product: humanpen.net. Charles Li · HumanPen.