Analytics
ericrisco/rsc-harness
A skill your agent uses when instrumenting product or web analytics — GA4/PostHog SDK wiring, event taxonomy, funnels, double-counted events, consent gating, PII scrubbing.
Methodology for auditing A/B testing of consent banners to ensure compliance with equal ease of acceptance and rejection.
$ npx skills add mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-audit --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/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .claude/skills/cookie-consent-ab-audit && 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 "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .claude/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-auditType 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 mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .agents/skills/cookie-consent-ab-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .agents/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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 mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .cursor/skills/cookie-consent-ab-audit && 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 "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .cursor/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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/mukul975/Privacy-Data-Protection-Skills.git --path skills/privacy/cookie-consent-ab-audit--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 mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .gemini/skills/cookie-consent-ab-audit && 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 "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .gemini/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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 mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-auditInstalls 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 mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .github/skills/cookie-consent-ab-audit && 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 "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .github/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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 mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mukul975/Privacy-Data-Protection-Skills cookie-consent-ab-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mukul975/Privacy-Data-Protection-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/privacy/cookie-consent-ab-audit .opencode/skills/cookie-consent-ab-audit && 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 "cookie-consent-ab-audit" agent skill from https://github.com/mukul975/Privacy-Data-Protection-Skills/tree/main/skills/privacy/cookie-consent-ab-audit into .opencode/skills/cookie-consent-ab-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cookie-consent-ab-audit", 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.
cookie-consent-ab-auditMethodology for auditing A/B testing of consent banners to ensure compliance with equal ease of acceptance and rejection.
Cookie Consent Ab Audit is an agent skill from mukul975/Privacy-Data-Protection-Skills. Methodology for auditing A/B testing of consent banners to ensure compliance with equal ease of acceptance and rejection. Covers CNIL enforcement patterns including the EUR 150M Google fine, dark pattern detection methodology, manipulative design identification, and regulatory-compliant experimentation boundaries.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts, reference files and assets (for example `assets/template.md`, `references/standards.md` and `references/workflows.md`).
It sits in Legal & Compliance, covering A/B testing and Privacy and GDPR. The repository describes itself as: 282+ structured privacy & data protection skills for AI agents. GDPR, CCPA, EU AI Act, HIPAA, LGPD, PIPL, DPDP Act. The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 9b2ef9e. It shows what the files ask for, not the result of running them.
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.
Ships 1 file in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cookie Consent Ab Audit loads about 2k tokens when it runs, and up to ~4.5k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 956 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.
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); the scripts in this folder are not scanned.
The full file from mukul975/Privacy-Data-Protection-Skills at commit 9b2ef9e, republished under its Apache-2.0 licence (© mukul975). 956 words, ~1,957 tokens.
.claude/skills/cookie-consent-ab-audit/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.A/B testing consent banners is a common practice to optimize consent rates. However, when these experiments manipulate users into consenting through design asymmetry, deceptive patterns, or unequal ease of acceptance versus rejection, they violate GDPR Article 7 and ePrivacy Directive Article 5(3). The CNIL has been the most active enforcer, issuing a EUR 150 million fine to Google (January 2022) and a EUR 60 million fine to Meta (January 2022) specifically for consent banner design violations.
CNIL Deliberation No. 2020-091 (September 17, 2020) and EDPB Guidelines 05/2020 establish:
| Authority | Target | Fine | Date | Key Finding |
|---|---|---|---|---|
| CNIL | Google LLC | EUR 150,000,000 | January 6, 2022 | google.fr: accepting cookies required 1 click; rejecting required multiple clicks through secondary menu |
| CNIL | Meta Platforms Ireland | EUR 60,000,000 | January 6, 2022 | facebook.com: "Accept Cookies" button prominently displayed; "Refuse" buried in secondary layer |
| CNIL | Microsoft Ireland | EUR 60,000,000 | December 22, 2022 | bing.com: "Accept" button displayed without equally visible "Refuse" |
| CNIL | TikTok | EUR 5,000,000 | December 29, 2022 | tiktok.com: rejecting cookies more complex than accepting; insufficient information |
| Italian Garante | Clearview AI | EUR 20,000,000 | March 9, 2022 | No valid consent mechanism for biometric data processing |
What to check:
Measurement:
What to check:
CNIL standard: A "Refuse All" button must be available on the same layer and with the same prominence as the "Accept All" button.
What to check:
Examples of non-compliant language:
What to check:
What to check:
What can be legitimately tested:
| Permitted Tests | Prohibited Tests |
|---|---|
| Banner position (top vs bottom) | Accept button larger than reject button |
| Color scheme (both buttons same treatment) | Accept button more prominent than reject |
| Text wording (both options equally neutral) | Additional clicks required to reject |
| Layout arrangement (if equal prominence maintained) | Pre-selecting consent purposes in one variant |
| Icon usage (same for both options) | Cookie wall in any variant |
| Animation/transition style | Accept-only first layer with reject buried |
| Privacy information presentation format | Discouraging language for reject option |
For each active consent banner experiment:
For each variant, score against the 5 categories:
| Category | Weight | Score (0-10) | Notes |
|---|---|---|---|
| Visual Asymmetry | 25% | 0 = equal, 10 = extreme asymmetry | |
| Interaction Asymmetry | 30% | 0 = equal clicks, 10 = many more clicks to reject | |
| Language Manipulation | 20% | 0 = neutral, 10 = strongly manipulative | |
| Timing/Delay | 15% | 0 = no delays, 10 = significant delays on reject | |
| Repeated Prompting | 10% | 0 = respects choice, 10 = constant nagging |
Overall Risk Score: Weighted sum. Score above 3.0 requires remediation. Score above 5.0 requires immediate removal.
If a variant achieves significantly higher consent rates through design asymmetry rather than improved information, this is evidence of manipulation:
Generate audit report with:
© mukul975, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (scripts, references, assets) in skills/privacy/cookie-consent-ab-audit of mukul975/Privacy-Data-Protection-Skills.
Open the folder on GitHubat commit 9b2ef9e
Cookie Consent Ab Audit 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 |
|---|---|---|---|---|---|---|
| Cookie Consent Ab Audit this skillmukul975/Privacy-Data-Protection-Skills | 301 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Analyticsericrisco/rsc-harness | 180 | — | ~2.8k | Automated safety check: Pass | MIT | |
| SEO Analiticaricneves-ai/flowgrammers-skills | 115 | — | ~2.3k | Automated safety check: Pass | MIT | |
| C15tc15t/c15t | 1.9k | 1 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| HIPAA Safe Harbor Coverage Auditmaziyarpanahi/openmed | 5.5k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Korean Privacy Termskimlawtech/korean-privacy-terms | 587 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 |
ericrisco/rsc-harness
A skill your agent uses when instrumenting product or web analytics — GA4/PostHog SDK wiring, event taxonomy, funnels, double-counted events, consent gating, PII scrubbing.
ricneves-ai/flowgrammers-skills
Skills para otimização de SEO técnico, análise de dados, criação de dashboards e inteligência de negócio para empresas brasileiras.
c15t/c15t
Work with c15t consent management docs, APIs, and integrations for Next.js, React, and JavaScript.
maziyarpanahi/openmed
Checks OpenMed de-identified clinical text against the 18 HIPAA Safe Harbor identifier categories and reports gaps and residual re-identification risk.
kimlawtech/korean-privacy-terms
처리방침·이용약관 자동 생성 스킬 패키지 (v4.0). An agent skill from kimlawtech/korean-privacy-terms.
Sushegaad/Claude-Skills-Governance-Risk-and-Compliance
Expert GDPR compliance assistant covering all four core workflows: (1) auditing code and systems for GDPR violations, (2) drafting GDPR-compliant documents such as privacy policies, Data Processing…
mukul975/Privacy-Data-Protection-Skills
Implements age-gating mechanisms for online services to restrict access based on user age.
mukul975/Privacy-Data-Protection-Skills
Manages AI model retention and machine unlearning requirements.
mukul975/Privacy-Data-Protection-Skills
Conducts Data Protection Impact Assessments for AI and ML systems per EDPB Guidelines 04/2025 on AI processing.
mukul975/Privacy-Data-Protection-Skills
Structures risk mitigation planning and residual risk tracking for Data Protection Impact Assessments under GDPR Article 35(7)(d).
mukul975/Privacy-Data-Protection-Skills
Guides implementation of the GDPR accountability principle under Articles 5(2) and 24, including documentation requirements for policies, DPIAs, RoPA, training records, and breach logs.
mukul975/Privacy-Data-Protection-Skills
Conducts pre-DPIA threshold screening to determine whether a full Data Protection Impact Assessment is required under GDPR Article 35.
Categories
Methodology for auditing A/B testing of consent banners to ensure compliance with equal ease of acceptance and rejection. Cookie Consent Ab Audit is an agent skill from mukul975/Privacy-Data-Protection-Skills. Methodology for auditing A/B testing of consent banners to ensure compliance with equal ease of acceptance and rejection.
Cookie Consent Ab Audit fits situations like: tasks that involve A/B testing; tasks that involve Privacy and GDPR.
Run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a claude-code`. Or copy the skill folder (skills/privacy/cookie-consent-ab-audit in mukul975/Privacy-Data-Protection-Skills) into .claude/skills/cookie-consent-ab-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a codex`. Or copy the skill folder (skills/privacy/cookie-consent-ab-audit in mukul975/Privacy-Data-Protection-Skills) into .agents/skills/cookie-consent-ab-audit in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mukul975/Privacy-Data-Protection-Skills --skill cookie-consent-ab-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cookie-consent-ab-audit, .gemini/skills/cookie-consent-ab-audit, .github/skills/cookie-consent-ab-audit and .opencode/skills/cookie-consent-ab-audit in your project.
Going by SKILL.md and its folder, Cookie Consent Ab Audit needs Python for the scripts in its folder. Our summary lists: Python 3.
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.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Cookie Consent Ab Audit is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.8k 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 2.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Cookie Consent Ab Audit: Analytics (ericrisco/rsc-harness, 180 stars), SEO Analitica (ricneves-ai/flowgrammers-skills, 115 stars), C15t (c15t/c15t, 1.9k stars) and HIPAA Safe Harbor Coverage Audit (maziyarpanahi/openmed, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mukul975 (a GitHub user) maintains it in mukul975/Privacy-Data-Protection-Skills, which has 301 GitHub stars. The repository holds 280 skills in this directory. The repository was last updated on March 16, 2026.
Source: mukul975/Privacy-Data-Protection-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.