技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
enhance-onboarding【数据与研究】Activation pass: define the activation event, cut steps to first value, add templates, sample data, a short checklist, and signup → activated events. Use when "improve onboarding", "users sign up and leave", or "activation rate".
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Degree of freedom: MIXED. Choosing the activation event and which
patterns fit [HIGH freedom]; the event names, the new-user walkthrough, and
the before/after step count [LOW freedom — run exactly].
Apply-now. The product already works; two-thirds of the people who sign up never see it work (median B2B activation 37%, Userpilot n=62). This skill shortens the path from landing to the first real outcome and proves it with events, not a tour.
| Skill | Owns |
|---|---|
| enhance-onboarding (this) | Landing → signup → first value → habit, as one journey |
enhance-web-ux | Any single route's flows and density |
audit-ui-states | Empty / loading / error states audit (findings) |
enhance-web-forms | Form structure, validation, a11y |
audit-analytics | Whether events exist and fire after consent |
enhance-web-conversion | Pricing, upgrade prompts — after activation |
design-email | Day-1/3/7 re-engagement mail this skill may request |
plan-gtm | Decides what activation means for the business; this skill builds it |
Do not fire for "add a product tour" as stated — tours are a last resort here.
Define: a kakeibo app —
activated= first transaction categorized, not account created. Measure: landing → 6-field signup → email verify → empty dashboard → "Add account" → "Add transaction" = 9 steps, verification email lost on mobile. Cut: OAuth + magic link; name/currency inferred from locale; verify later. Guide: empty dashboard becomes "Start with sample month" + "Add your first expense"; 3-item checklist ends at the activation event. Verify: 9 → 4 steps;activatedfires on first categorized row; Playwright new-user path green; existing password login untouched.
activated fires on an outcome, never on signup_completed or tour endenhance-web-conversion; single-route polish → enhance-web-uxReforge order: Setup (must-have info) → Aha (core value once) →
Habit (core action at its natural frequency). activated is the aha. Pick
it by asking: what did they come to do, and when have they done it once? One
event, written as activated plus the domain event that triggers it (e.g.
transaction_categorized). Add setup_completed and habit_reached (e.g. 3
sessions in 7 days) so setup drop-off and retention are measurable too. When
analytics already exist, prefer the event combination that best predicts
3-month retention; a valid activation event shows ≥ 2× retention for the users
who hit it. Payment is never the activation event.
Benchmarks for judging (sources in plan-gtm/references/benchmarks-2026.md):
median B2B activation 37%, good = p60 / great = p80 for the product type;
time-to-value over 24 h → activation collapses below 25%; top quartile first
value under 5 minutes; day-7 return ≥ 7% of a new cohort is top quartile.
Checklist completion averages ~19% (engaged users finish ~5 items) — a
checklist supports the path, it does not replace cutting it.
| Do | Avoid |
|---|---|
| Try before signup when the value shows in one session (7% of self-serve products now lead ungated; value-before-signup lifts referred conversion 2–5×) | Signup wall in front of a demo |
| OAuth / magic link; password as fallback; one optional "how did you hear about us" field | 6+ field forms, phone, company size |
| Infer locale, currency, timezone; ask firmographics after first value | Profile wizard before the product |
| Empty state = one primary action + "start from a template / sample data" | Blank screen with a "+" icon |
| ≤5-item checklist, open by default, first item pre-completed, completion detected by real events, last item is the activation event | 12-item tour of every menu |
| Guidance embedded in the UI (+20% engagement vs modals); tours only user-triggered and ≤4 steps (67% completion vs 31% timer-triggered; 7+ steps 16%) | Autoplay tours, modal stacks, welcome videos |
| Personalize with at most one JTBD question — and use the answer (65% collect it, 18% use it) | Role/industry quiz before value |
Day-1/3/7 email nudges tied to unfinished checklist items (→ design-email) | Generic "welcome aboard" mail; sales outreach minutes after signup |
Keep card-required trials only if plan-gtm chose that model | Payment before value by accident |
Deferred fields move to settings or a later prompt; nothing is deleted.
Use the app's existing analytics SDK and consent gate. Canonical events:
signup_started · signup_completed { method, source }
onboarding_step_completed { step }
setup_completed
activated { via: <domain_event> }
habit_reached { sessions, window_days }
Server-side where possible; same analytics project as the marketing site so
page_viewed { utm, referrer } joins to signup. Reconcile naming with
audit-analytics when a taxonomy already exists. No PII in properties. Fire
nothing before consent.
activated — passes, step count ≤ targetplan-gtm → defines the business meaning of activation; this skill ships it.audit-ui-states → empty/loading/error findings feed step 3.enhance-web-forms → the signup form itself.enhance-web-conversion → upgrade prompts after activation.test-playwright → lock the new-user path.