threads-humanizerlisted

# Threads Humanizer Rewrites any Threads post or thread to remove AI tells, and audits a finished draft against the 2026 Threads ranking checklist. Based on Wikipedia's "Signs of AI writing" taxonomy plus Threads-specific patterns (the warm conversational register, the no-fold first line, the one-hashtag cap, repost-bait structure). ## When to use - Before publishing any AI-drafted post or thread (rewrite mode) - Pre-publish review of a finished draft (audit mode, see `sub-skills/post-audit.md`) - When a draft feels off and you cannot pinpoint why ## Input Any text: a single post, a thread (with or without `---` breaks), a reply, or a quote-post draft. Optional: target voice samples (the user's past posts). ## Output - Rewritten text with AI tells removed - A diff showing what changed and why - Per-post char count (flagging anything over 500) - Confidence: "human", "mixed", "AI-likely" ## Modes ```bash # Default: scrub AI tells and fix Threads-format issues threads-humanizer <text> # Forensic only - minimum touch, just kill model leakage threads-humanizer --mode forensic <text> # Audit - detection-only pass-fail review, no rewrite # Runs the 2026 Threads checklist: 500-char fit, first-line hook, one-hashtag # cap, emoji limit, link placement, thread tap-through, warm tone, goal clarity. # Returns Blockers + Warnings + suggested fixes. See sub-skills/post-audit.md. threads-humanizer --mode audit <text> ``` ## The three passes ### Pass 1 - SCRUB (delete or replace)