Tests A/B avec consentement : affectation stable, objectifs de conversion et résultats significatifs
Installer
genpm add @core/experimentsCe que vous obtenez
- Source dans src/lib/experiments/, 8 fichiers. (21,4 ko)
- Règles IA dans src/lib/experiments/AGENTS.md, plus les fichiers de règles de l’IDE.
- Variables d’environnement ajoutées à .env.example : EXPERIMENTS_SECRET.
- Résout @core/consent, @core/contracts, @core/db, @core/jobs pour vous.
README
Ce paquet n’a pas de README.
Voici exactement ce que lit votre IA quand elle travaille dans src/lib/experiments. Rien d’autre n’est ajouté à son contexte.
@core/experiments — rules for AI agents
Purpose
A/B tests that respect consent. Visitors who accepted analytics cookies get a stable variant (deterministic hash of
the pseudonymous consent id, no extra cookie); everyone else always sees the control and nothing is stored.
Conversions are recorded once per visitor and goal; results show rates, lift, p-value and a 95 % confidence interval
(two-proportion z-test) and are frozen when the experiment stops. Tables: experiments, experiment_participants.
Map
index.ts—getVariant,recordConversion,upsertExperiment,setExperimentStatus,experimentResults,experimentsAdminResource,pruneExperimentsJob,compare.react.ts—<Experiment name cookieHeader variants={{ a, b }} />(server component).stats.ts— statistics without dependencies.schema.ts— tables.
Integration
- Requires @core/consent (the banner) and its cookie. Env:
EXPERIMENTS_SECRET(≥ 32 random chars). - Migrations as in
src/lib/db/AGENTS.md. AddexperimentsAdminResourcetosrc/genpm/admin.ts(with kit-landing: its "A/B tests (optional)" lines). - Create the experiment in the admin (key, goal, variants: the first is the control), then press "Start".
- Render:
const { variant } = await getVariant('hero-test', cookieHeader)(cookie header of the request) and show the matching content; or<Experiment name="hero-test" cookieHeader={…} variants={{ a: <A />, b: <B /> }} />. - Conversion: where the goal happens on the server,
await recordConversion('lead', req.headers.get('cookie')). - Schedule
experiments.prunedaily (@core/jobsschedule) to delete participants 30 days after an experiment stops (with kit-cms, itssetup-schedules.tsdoes it). - Verify: with analytics accepted the same browser always sees the same variant; with cookies rejected, always the control.
Conventions
- Decide only when
significantis true and the test ran at least one or two full weeks (weekday effects). - Change one thing per experiment; don't edit variants or weights while it runs (blocked; stop and create a new one).
Don't
- Don't assign or record visitors without analytics consent, and don't store emails or ids in experiments.
- Don't stop a test early because one variant "looks better" (peeking inflates false positives).
- Don't use experiments to show different prices to different people.
# @core/experiments — rules for AI agents
## Purpose
A/B tests that respect consent. Visitors who accepted analytics cookies get a stable variant (deterministic hash of
the pseudonymous consent id, no extra cookie); everyone else always sees the control and nothing is stored.
Conversions are recorded once per visitor and goal; results show rates, lift, p-value and a 95 % confidence interval
(two-proportion z-test) and are frozen when the experiment stops. Tables: `experiments`, `experiment_participants`.
## Map
- `index.ts` — `getVariant`, `recordConversion`, `upsertExperiment`, `setExperimentStatus`, `experimentResults`, `experimentsAdminResource`, `pruneExperimentsJob`, `compare`.
- `react.ts` — `<Experiment name cookieHeader variants={{ a, b }} />` (server component).
- `stats.ts` — statistics without dependencies. `schema.ts` — tables.
## Integration
1. Requires @core/consent (the banner) and its cookie. Env: `EXPERIMENTS_SECRET` (≥ 32 random chars).
2. Migrations as in `src/lib/db/AGENTS.md`. Add `experimentsAdminResource` to `src/genpm/admin.ts` (with kit-landing:
its "A/B tests (optional)" lines).
3. Create the experiment in the admin (key, goal, variants: the first is the control), then press "Start".
4. Render: `const { variant } = await getVariant('hero-test', cookieHeader)` (cookie header of the request) and show
the matching content; or `<Experiment name="hero-test" cookieHeader={…} variants={{ a: <A />, b: <B /> }} />`.
5. Conversion: where the goal happens on the server, `await recordConversion('lead', req.headers.get('cookie'))`.
6. Schedule `experiments.prune` daily (@core/jobs `schedule`) to delete participants 30 days after an experiment stops
(with kit-cms, its `setup-schedules.ts` does it).
7. Verify: with analytics accepted the same browser always sees the same variant; with cookies rejected, always the control.
## Conventions
- Decide only when `significant` is true and the test ran at least one or two full weeks (weekday effects).
- Change one thing per experiment; don't edit variants or weights while it runs (blocked; stop and create a new one).
## Don't
- Don't assign or record visitors without analytics consent, and don't store emails or ids in experiments.
- Don't stop a test early because one variant "looks better" (peeking inflates false positives).
- Don't use experiments to show different prices to different people.
L’arborescence exacte qui sera injectée, après .genpmignore. Épinglée à
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| Version | Commit | Publié | Analyse |
|---|---|---|---|
| 1.0.1 | c83c2b1 | il y a 3 heures | analyse réussie |
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