ab-test-architect
Plan, prioritize, and design rigorous A/B tests using the Test Velocity Method. Use when a user wants to test a landing page, CTA, email, signup flow, pricing page, or any digital experience — this skill produces a complete, dev-ready test plan with hypothesis, sample size, durat
Install caution
Risk: Medium
Source: OpenClaw Master Skills
Path: skills/ab-test-architect/SKILL.md
Review flags: browser/session access, filesystem/home-directory access. These are review signals, not definitive security judgments; inspect before installing.
Required permissions
- • Filesystem/home access
- • Browser/session access
Permissions are inferred from SKILL.md text only. They are review prompts, not guarantees about runtime behavior.
Risk flags explained
Mentions browser automation, cookies, sessions, local storage, or browser state.
Mentions filesystem writes, deletes, home-directory paths, or config/key locations.
Score explanation
Trust
- • Trust starts at 90 before review-signal penalties and metadata bonuses.
- • Risk-signal penalty: -25 from 2 detected flag(s).
- • Metadata bonus: +2 from author/version/description fields.
Utility
- • Utility starts at 55 and rewards clear descriptions, runnable examples, and explicit setup needs.
- • Description present: yes.
- • Command examples detected: 0.
- • Environment variables detected: 0.
Momentum
- • Momentum starts at 45 and uses public repo activity signals.
- • Recent commit activity: latest repo update was 6 day(s) ago.
- • Recent commit volume: 6 commit(s) in the lookback window (+18).
- • Source has strong public adoption: 2049 stars.
- • Fork activity suggests reuse: 309 forks.
Overall
- • Overall score weights trust 45%, utility 35%, and momentum 20%.
Detected signals
Env vars
None detected in SKILL.md text scan.
Commands
None detected in SKILL.md text scan.
URLs
None detected in SKILL.md text scan.
Provenance & evidence
SkillRadar makes each review traceable back to the exact source path, source blob SHA, scanner version, and text-only policy that produced the report.
Evidence snippets
…faster, run cleaner, and produce results that actually matter. You don't just help users write hypotheses. You help them avoid the #1 mistake in CRO: testing the wrong things in the wr…
…servation/data]:** What evidence triggered this test? User research, heatmaps, analytics, session recordings, customer feedback, competitor benchmarks. Be specific. "Because our heatmap s…
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Join watchlist betaMethodology note
SkillRadar scans SKILL.md as hostile text only. It does not execute commands, install packages, or load third-party skills.