Unslop
Remove AI writing patterns from prose using either audit-only detection or a two-pass rewrite flow (diagnosis then reconstruction). Use this skill when editing, reviewing, or rewriting AI-generated content to make it sound human. Triggers on requests to "humanize", "de-slop", "fix AI text", "make it sound human", "remove AI patterns", or when reviewing text that contains obvious AI tells like "Here's the thing:", "Let that sink in", or "In today's fast-paced landscape". Also use when the user pastes text and says it "sounds like ChatGPT", "sounds robotic", "needs to sound more natural", or ask
Install
npx skills add theclaymethod/unslop --skill unslopgit clone --depth 1 https://github.com/theclaymethod/unslop.git /tmp/unslop
mkdir -p ~/.claude/skills
cp -r /tmp/unslop/. ~/.claude/skills/unslopPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# Unslop Humanize AI-generated prose. Audit first. Rewrite only when the user asks for a rewrite. For every audit or rewrite, read [references/core-contract.md](references/core-contract.md). It is the single behavior contract. Command files define routing and mechanics; presets supply optional voice, but neither can override the core contract. ## Routing **When the user invokes a sub-command (`/unslop teach ...`, `/unslop cleanup ...`), you MUST read `references/commands/<command>.md` before acting. Non-optional — the command file defines the flow, and skipping it drops steps the user expects.** A bare `/unslop <text>` with no leading command word defaults to `rewrite`. If the first word does not match a command but the intent clearly maps to one (e.g. "flag the AI tells, don't change anything" → `cleanup` report-only), load that command file and proceed as if invoked. | Command | Purpose | File | |---------|---------|------| | `rewrite` | Default two-pass de-slop: diagnose, reconstruct under the guards, validate. | [references/commands/rewrite.md](references/commands/rewrite.md) | | `cleanup` | Co-writer: cheap detection, reviewable suggestions with contract gates; includes report-only "flag, change nothing". | [references/commands/cleanup.md](references/commands/cleanup.md) | | `teach` | Agent-driven voice building: harvest, approve, profile, layered card, scored demo. | [references/commands/teach.md](references/commands/teach.md) |
Details
- Skill name
unslop- Repository
- theclaymethod/unslop
- Repo updated
- 7 September 2026
FAQ
What does the Unslop skill do?
Remove AI writing patterns from prose using either audit-only detection or a two-pass rewrite flow (diagnosis then reconstruction). Use this skill when editing, reviewing, or rewriting AI-generated content to make it sound human. Triggers on requests to "humanize", "de-slop", "fix AI text", "make it sound human", "remove AI patterns", or when reviewing text that contains obvious AI tells like "Here's the thing:", "Let that sink in", or "In today's fast-paced landscape". Also use when the user pastes text and says it "sounds like ChatGPT", "sounds robotic", "needs to sound more natural", or ask
How do I install the Unslop skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add theclaymethod/unslop --skill unslop. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Unslop popular?
It lives in theclaymethod/unslop, which has 595 GitHub stars and 26 forks.
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