dif-author-experiment
From the author
Authoring and iterating on dif.sh experiments — drafting frontmatter, choosing variants and weights, declaring audiences, and validating the file. Use whenever the user wants to create, draft, edit, or fix a dif experiment, or mentions A/B test, variant, audience, hypothesis, surface, exclusion group, or the commands dif new, dif validate, or dif build.
Install
npx skills add dif-sh/dif --skill dif-author-experiment -a claude-code
Installs to .claude/skills/dif-author-experiment/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
Want your agent to suggest skills while you type? See how to use skills from your IDE.
Safety checks on SKILL.md
No warnings.
Why 83
aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.
Similar skills
Closest to this one by what they do and when they are used.
- dif-conclude-experimentdif-sh/difConclude a dif.sh experiment or rollout with real numbers. Gets the result from dif cloud over MCP or REST, checks the verdict, writes the Decision from decision_draft, runs dif conclude, and records the surface Learning. Use when the user wants to conclude, finish, ship, kill, wrap up or document the outcome of a dif experiment, write a decision, record a learning, or run the command dif conclude.Writing★ 115
- dif-triage-experimentsdif-sh/difTriage every running dif.sh experiment and rollout from the dif cloud overview. Shows what needs action, then ramps rollouts, turns off or kills harmful variants, and concludes winners and inconclusive tests by editing dif/ files, with one branch and one PR per experiment in autonomous mode. Use when the user asks to triage experiments, review all experiments, see what needs action, ramp, turn off, kill, find winners, or check the dif cloud overview.Testing★ 115
- experiment-designeralirezarezvani/claude-skillsUse when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.Testing★ 29.2K
- dif-generate-surfacesdif-sh/difGenerating the initial set of dif.sh surfaces by reading the app's structure and product context. Use when the user wants to set up, scaffold, populate, auto-create, or propose surfaces for a dif project — especially right after `dif init`, when `dif/surfaces/` is empty or sparse, or when `dif new` fails with "surface does not exist". Reads the codebase (routes, pages, README, package.json) plus `dif/context.json`, proposes a candidate set of surfaces with one-line rationales, confirms with the user, then writes the matching `dif/surfaces/<name>.md` files.Writing★ 115
- experimentationcbrock84/headcountDesigns, runs, and reads A/B tests and growth experiments — hypothesis, sample size, duration, and honest interpretation. Use this to plan a test, judge whether a result is real, build an experimentation program, decide what to test next, or diagnose why tests keep producing inconclusive or non-replicating results.Testing★ 2.6K
- testingevanca/flutter-ai-rulesUse when writing or reviewing Flutter/Dart tests (unit, widget, golden), fixing flaky tests, adding coverage, or choosing between unit and widget tests.Testing★ 668
Ratings & reviews
—
no reviews
Tried this skill? Rate it to help others. Sign in
Discussion
Join the discussion. Sign in