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Quick-reference card for unslop modes, sub-skills, and slash commands. One-shot display, not a persistent mode. Trigger: /unslop-help, "unslop help", "what unslop commands", "how do I use unslop".
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Humanize natural-language memory files (CLAUDE.md, todos, preferences, docs) by removing AI-isms and adding burstiness while preserving every code block, URL, path, command, and heading exactly. Two modes: --deterministic (fast, regex-based, no API) and LLM (default, calls Claude for rewrite). Humanized version overwrites the original file. Plain backup saved as FILE.original.md. Trigger: /unslop-file <filepath> or "humanize memory file"
Humanize natural-language memory files (CLAUDE.md, todos, preferences, docs) by removing AI-isms and adding burstiness while preserving every code block, URL, path, command, and heading exactly. Two modes: --deterministic (fast, regex-based, no API) and LLM (default, calls Claude for rewrite). Humanized version overwrites the original file. Plain backup saved as FILE.original.md. Trigger: /unslop-file <filepath> or "humanize memory file"
Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, "delve"/"tapestry"/"testament", hedging stacks, tidy five-paragraph shapes), engineers burstiness and calibrated uncertainty, and preserves technical accuracy. Supports intensity levels: subtle, balanced (default), full, voice-match, anti-detector. Use when user says "humanize this", "make this sound human", "de-slop this", "rewrite without AI tone", "match my voice", "less robotic", or invokes /unslop. Also auto-triggers when text-quality is requested.
Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, "delve"/"tapestry"/"testament", hedging stacks, tidy five-paragraph shapes), engineers burstiness and calibrated uncertainty, and preserves technical accuracy. Supports intensity levels: subtle, balanced (default), full, voice-match, anti-detector. Use when user says "humanize this", "make this sound human", "de-slop this", "rewrite without AI tone", "match my voice", "less robotic", or invokes /unslop. Also auto-triggers when text-quality is requested.
Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, "delve"/"tapestry"/"testament", hedging stacks, tidy five-paragraph shapes), engineers burstiness and calibrated uncertainty, and preserves technical accuracy. Supports intensity levels: subtle, balanced (default), full, voice-match, anti-detector. Use when user says "humanize this", "make this sound human", "de-slop this", "rewrite without AI tone", "match my voice", "less robotic", or invokes /unslop. Also auto-triggers when text-quality is requested.
Strip AI-slop patterns from reasoning traces (chain-of-thought, extended thinking, agent decomposition) — not final prose. Reasoning text has its own slop catalog that regular unslop doesn't target: over-explaining the question, over-hedging, over-decomposing trivial problems into 6-bullet substeps, infinite-loop rationalization. Trigger: /unslop-reasoning, "clean up my reasoning", "fix this chain of thought", "this CoT sounds robotic". Applies to reasoning output; does not override regular /unslop mode.
| name | unslop-help |
| description | Quick-reference card for unslop modes, sub-skills, and slash commands. One-shot display, not a persistent mode. Trigger: /unslop-help, "unslop help", "what unslop commands", "how do I use unslop". |
Show a single reference card for unslop modes, related sub-skills, exit phrases, and config. One-shot. Does not toggle modes. Does not write flag files.
Render the card below in normal prose (not unslop style — this is documentation).
| Mode | Trigger | What it does |
|---|---|---|
subtle | /unslop subtle | Light touch. Trim AI tells, keep length and structure. |
balanced | /unslop (default) | Cut slop, vary rhythm, restore voice. |
full | /unslop full | Strong rewrite. Restructure. Allow opinions. |
voice-match | /unslop voice-match | Follow a provided voice/style sample. |
anti-detector | /unslop anti-detector | Adversarial paraphrase for detector resistance. Use only when explicitly requested. |
Modes persist until changed or the session ends.
| Skill | Trigger | What it does |
|---|---|---|
unslop-commit | /unslop-commit, /commit, "write a commit" | Conventional Commits in human voice. |
unslop-review | /unslop-review, /review, "review this PR" | Direct, kind PR review comments. |
unslop-file | /unslop-file <filepath>, "unslop this file", "humanize memory file" | Rewrite a markdown file removing AI-isms while preserving code/URLs/structure. |
unslop-reasoning | /unslop-reasoning, "fix this chain of thought", "clean up my reasoning" | Strip AI-slop reasoning patterns (over-hedging, over-decomposing, infinite-loop rationalization) from chain-of-thought traces. |
unslop-help | /unslop-help, "unslop help" | This card. |
"stop unslop" or "normal mode" — revert immediately/unslop (or any mode flag)balancedUNSLOP_DEFAULT_MODE=full (env), or ~/.config/unslop/config.json:
{ "defaultMode": "full" }
"off" disables auto-activation entirelybalancedFull docs and source: https://github.com/MohamedAbdallah-14/unslop