
Use when your Japanese draft still reads AI-written. For bloggers, PR teams, marketers, and students: paste the text and get a human-sounding rewrite, plus a diff of every AI tell removed. It replaces vague AI phrasing — 浮き彫りになった, 多面的なアプローチ, 〜ではないでしょうか — with concrete facts and one clear voice. It never adds or changes facts; it only fixes the style. Built for anyone who writes Japanese people actually read.

Humanizer from NousResearch’s Hermes project, backed by the 228K+ star NousResearch GitHub ecosystem. Use it to remove common AI writing patterns, generic filler, and awkward phrasing while preserving the original meaning — making blogs, emails, essays, posts, and other text sound more natural and human.

A long paper can be grammatically clean yet feel machine-shaped: even paragraphs, general claims, and polished but empty transitions. I study how content feels to real audiences, and grew to nearly 800K YouTube subscribers and 1.19M+ followers across platforms in ~1 year. I built that editorial sense into this AI Skill, which diagnoses AI-like structure, then rewrites essays, papers, and long-form prose with clearer claims, varied rhythm, stronger paragraph shape, and the author's voice intact.

Built from auditing AI implementations across dozens of teams — finding where agents break, where prompts drift, where costs balloon, and where humans are still doing work that should be automated. This skill gives you a structured assessment of any AI workflow, with prioritized fixes.

Find, verify, compare, and select open-source AI projects with live read-only Radar evidence, explicit constraints, license checks, alternatives, and candidate stack planning.

Find generic AI residue in blogs, social posts, newsletters, and marketing copy, then repair it back into your own voice. This agent flags template-like phrasing, hollow CTAs, fake certainty, and over-polished structure, then gives a clearer, more specific rewrite focused on authentic voice and specificity, not artificial detection outcomes.

Use when your Japanese draft still reads AI-written. For bloggers, PR teams, marketers, and students: paste the text and get a human-sounding rewrite, plus a diff of every AI tell removed. It replaces vague AI phrasing — 浮き彫りになった, 多面的な, 〜ではないでしょうか, 今後の展開が期待される — with concrete facts and one clear voice. Facts are never invented or changed, only the wording. Output = the rewritten full text + a change log of what was fixed.

Analyze an AI video concept before generation, identify likely failure points, and turn it into a more production-ready shot plan with safer prompts and fallback options.

Review an AI Skill before installation or publication. Get a concrete verdict with evidence, permissions, secret risks, license constraints, and the safest next step.