Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial…
Install AI Detect
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VKirill/claude-lane-stack ai-detect --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .claude/skills/ai-detect && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .claude/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detectType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VKirill/claude-lane-stack ai-detect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .agents/skills/ai-detect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .agents/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VKirill/claude-lane-stack ai-detect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .cursor/skills/ai-detect && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .cursor/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/VKirill/claude-lane-stack.git --path plugins/lane-stack/skills/ai-detect--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VKirill/claude-lane-stack ai-detect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .gemini/skills/ai-detect && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .gemini/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install VKirill/claude-lane-stack ai-detectInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .github/skills/ai-detect && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .github/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VKirill/claude-lane-stack --skill ai-detect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VKirill/claude-lane-stack ai-detect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/lane-stack/skills/ai-detect .opencode/skills/ai-detect && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-detect" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/ai-detect into .opencode/skills/ai-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-detect", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ai-detect- GitHub stars
- 122
- Token cost
- ~508 tokens
- SKILL.md length
- 121 words
- Files
- 6 (incl. references)
- Skills in repo
- 49
- Repo updated
- First seen
- Licence
- MIT
At a glance
Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial…
- Works in 5 steps: Open the canonical original and apply it… → Older versions in references/ (v3.8.6,… → Output is probabilistic. Never claim… → …
- : проверь текст на AI
- SKILL.md covers Protocol, Version map and Related
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
AI Detect is an agent skill from VKirill/claude-lane-stack. Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial humanization + Programmatic/Affiliate SEO domain + alignment-style proxies). 5 режимов: быстрая детекция, полная детекция, стратегический рерайт, сравнительный анализ, циклический рерайт. Use when: проверь текст на AI, роботность, AI-детект, детекция текста, похоже на нейросеть, гуманизация, очеловечить текст, рерайт…
Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/AI-detect-v-3-4.md`, `references/AI-detect-v-3-8-5.md` and `references/AI-detect-v-3-8-6.md`).
It sits in Marketing & SEO, covering AI search optimization. The repository describes itself as: Multi-agent AI coding factory for one person — Claude Code PM + Codex/Qwen/Grok/Kimi/AGY writers, durable conveyor, auto-merge to main. The licence is MIT.
When your agent uses it
- : проверь текст на AI
- Детекция текста
- Похоже на нейросеть
- Очеловечить текст
Example prompts
- “/ai-detect”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Open the canonical original and apply it byte-identically — do not summarize, translate, or “improve” the skill text
- Older versions in references/ (v3.8.6, v3.8.12, v3.8.5, v3.4) are historical only — use them only to reproduce an old report.
- Output is probabilistic. Never claim “proved authorship”.
- For pure editorial naturalness without detector optimization → use drmax-text-humanization (downstream of GIST).
- For replaceability (not style) → X4 /заменяемость / GIST 4.3.
What it can do on your machine
Read from SKILL.md and the folder at commit 45fa19e. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI Detect loads about 508 tokens when it runs, and up to ~99k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 121 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from VKirill/claude-lane-stack at commit 45fa19e, republished under its MIT licence (© VKirill). 121 words, ~508 tokens.
Download SKILL.mdSave it as
.claude/skills/ai-detect/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- ai-detect
- description
- Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial humanization + Programmatic/Affiliate SEO domain + alignment-style proxies). 5 режимов: быстрая детекция, полная детекция, стратегический рерайт, сравнительный анализ, циклический рерайт. Use when: проверь текст на AI, роботность, AI-детект, детекция текста, похоже на нейросеть, гуманизация, очеловечить текст, рерайт под человека, снизить детектируемость, цитируемость в AI Overview, GEO-оптимизация текста, LinguaForensic, knockoff, fluency. SKIP: написание с нуля (→drmax-cocoon-engine-x4); типографика (→ru-text); редактура без детекта (→drmax-text-humanization).
LinguaForensic AI Text Detector v3.9.4
Protocol
- Open the canonical original and apply it byte-identically — do not summarize, translate, or “improve” the skill text:
- Primary: references/AI-detect-v-3-9-4-full.md
- Older versions in
references/(v3.8.6,v3.8.12,v3.8.5,v3.4) are historical only — use them only to reproduce an old report. - Output is probabilistic. Never claim “proved authorship”.
- For pure editorial naturalness without detector optimization → use
drmax-text-humanization(downstream of GIST). - For replaceability (not style) → X4
/заменяемость/ GIST 4.3.
Version map
| Version | Status | Path |
|---|---|---|
| 3.9.4 full | Current for new work | references/AI-detect-v-3-9-4-full.md |
| 3.8.12 | Superseded (prompt-channel post 70) | corpus .../70/AI-detect-v-3-8-12.md |
| 3.8.6 | Superseded (previous skill body) | references/AI-detect-v-3-8-6.md if present |
| 3.8.5 / 3.4 | Archive | references/ |
Related
drmax-text-humanization— editorial layer (not detector evasion)drmax-cocoon-engine-x4— page design / replaceabilityseo-drmax-orchestrator— pipeline routing
© VKirill, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 5 other files (references) in plugins/lane-stack/skills/ai-detect of VKirill/claude-lane-stack.
- SKILL.md
- references/AI-detect-v-3-4.md
- references/AI-detect-v-3-8-5.md
- references/AI-detect-v-3-8-6.md
- references/AI-detect-v-3-9-4-full.md
- references/thresholds-quick.md
Open the folder on GitHubat commit 45fa19e
Compare with similar skills
AI Detect next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Detect this skillVKirill/claude-lane-stack | 122 | — | ~508 | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| GEO-First SEO Audit Toolzubair-trabzada/geo-seo-claude | 11k | — | ~2.8k | Automated safety check: Notes | MIT | |
| GEO Monthly Delta Reportzubair-trabzada/geo-seo-claude | 11k | — | ~2.4k | Automated safety check: Notes | MIT | |
| SEO DataforseoAgriciDaniel/codex-seo | 797 | 2 repos | ~4.6k | Automated safety check: Pass | MIT |
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GEO Monthly Delta Report
zubair-trabzada/geo-seo-claude
Compares a baseline and a current GEO audit for a client, calculates score changes and action item progress, and writes a monthly progress report.
SEO Dataforseo
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Live SEO data via DataForSEO MCP server. An agent skill from AgriciDaniel/codex-seo.
Fire Your SEO Agency
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SEO·AEO·GEO·LLMO·NEO(네이버) 다섯 레인을 진단하고 직접 구현하며, 인용되는 콘텐츠를 계속 생산하는 서브 블로그·콘텐츠 운영 파이프라인까지 세팅하는 스킬.
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Related
Categories
Questions about AI Detect
What does AI Detect do?
Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial…. AI Detect is an agent skill from VKirill/claude-lane-stack.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial humanization + Programmatic/Affiliate SEO domain + alignment-style proxies).
When should I use AI Detect?
AI Detect fits situations like: : проверь текст на AI; Детекция текста; Похоже на нейросеть; Очеловечить текст.
How do I install AI Detect in Claude Code?
Run `npx skills add VKirill/claude-lane-stack --skill ai-detect -a claude-code`. Or copy the skill folder (plugins/lane-stack/skills/ai-detect in VKirill/claude-lane-stack) into .claude/skills/ai-detect in your project. Claude Code loads it when a task matches its description.
How do I install AI Detect in Codex?
Run `npx skills add VKirill/claude-lane-stack --skill ai-detect -a codex`. Or copy the skill folder (plugins/lane-stack/skills/ai-detect in VKirill/claude-lane-stack) into .agents/skills/ai-detect in your project. Codex loads it when a task matches its description.
Can I use AI Detect in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add VKirill/claude-lane-stack --skill ai-detect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-detect, .gemini/skills/ai-detect, .github/skills/ai-detect and .opencode/skills/ai-detect in your project.
What does AI Detect need to run?
SKILL.md names no scripts, command-line tools or credentials: AI Detect is instructions for the agent only.
Does AI Detect access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is AI Detect safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does AI Detect use?
AI Detect is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does AI Detect use?
About 508 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 99k tokens, read only when the agent opens those files.
What are the alternatives to AI Detect?
Skills that share tags, products or a category with AI Detect: Geo Fundamentals (wasp-lang/wasp, 19k stars), SEO Geo (ReScienceLab/opc-skills, 1.8k stars), GEO-First SEO Audit Tool (zubair-trabzada/geo-seo-claude, 11k stars) and GEO Monthly Delta Report (zubair-trabzada/geo-seo-claude, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Detect?
VKirill (a GitHub user) maintains it in VKirill/claude-lane-stack, which has 122 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on October 9, 2026.
Source: VKirill/claude-lane-stack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.