Extracts winning angles from the account's top performers and produces creative concepts (visual format, mood, key elements, on‑image text) to hand to a…
fatigue-detector says which creative is dying. copy-rotation writes what the words say. This skill answers the step in between: "what should the next creative look like?" — the visual concept, format, and angle, mined from the account's own winners.
Run when:
fatigue-detector or bleeders-winners flags a creative for pause — before copy-rotation generates copy.audience-health recommends refreshing an audience — new audience needs matching fresh angles.Pull before briefing:
fatigue-detector/bleeders-winners, so the brief avoids repeating the fatigued angle.For each top performer, tag four axes:
| Axis | What to capture | Examples |
| :---------------------- | :-------------------------------------------------- | :----------------------------------------------------------------------------------------- |
| **Hook type** | How the ad grabs attention | Question · Stat · Story · Testimonial · Problem statement · Command |
| **Visual format** | Structural pattern | Notes‑app · Tweet · Receipt · Chart · UGC selfie · Product shot · Text‑on‑photo · Before/after |
| **Mood** | Emotional register | Urgent · Organic · Professional · Casual · Flashy · Understated |
| **Angle / Horseman** | Psychological lever (see [copy-rotation](copy-rotation.md)) | 💰 Money · ⏱ Time · 👑 Status · ⚠️ Fear |
Cluster winners by (format, angle) pairs. A pair that appears 3+ times in the top performers is a proven pattern — brief variants of it before experimenting with net‑new formats.
Every concept produced is a one‑page brief with these fields:
| Field | Purpose |
| :----------------------- | :------------------------------------------------------------------------- |
| **Concept name** | Short label (e.g. `Notes App — CFO Rant v4`) |
| **Replaces** | ID of the paused creative (if applicable) |
| **Funnel stage** | ToFu / MoFu / BoFu |
| **Angle / Horseman** | One of the four Horsemen |
| **Visual format** | Specific, imitable pattern |
| **Mood** | Emotional register |
| **Key visual elements** | 3–5 concrete things that must appear on screen |
| **On‑image text** | Short on‑creative text (the primary ad copy comes from `copy-rotation`) |
| **Reference winners** | 1–3 real account top performers this concept draws from |
| **Avoid** | Elements from the paused creative that likely drove fatigue |
| **Success criteria** | CTR and frequency targets taken from the referenced winners |
copy-rotation.Creative Brief Pack —
Summer Launch — Traffic· 3 concepts · Mon, Apr 22Context: Replacing
AD_238(Notes App Hero) — paused byfatigue-detectorat 34% CTR drop. Funnel: MoFu. Top account patterns:Notes‑app + Time(6 wins) ·UGC‑Selfie + Status(4 wins) ·Chart + Money(3 wins).Concept 1 —
CFO Rant v4(imitates proven pattern)
- Horseman: ⏱ Time
- Visual format: Notes‑app screenshot, iPhone frame, handwritten‑style headline
- Mood: Organic, frustrated, relatable
- Key elements: 5 bullets of tasks · 3rd bullet crossed out · today's date in header · battery icon at 12%
- On‑image text: "Things my agency does that my CFO hates"
- Reference winners:
AD_112·AD_155·AD_201(same format, avg CTR 3.4%)- Avoid: Red accent from
AD_238; the verb "Stop" (audience is blind to it)- Target: CTR ≥ 2.8% · freq < 2.0 at day 14
Concept 2 —
Founder Testimonial — $40K(proven pattern, different Horseman)
- Horseman: 💰 Money
- Visual format: UGC selfie, shoulders‑up, kitchen background
- Mood: Casual, understated
- Key elements: Founder holding phone showing revenue dashboard · no filter · handheld feel
- On‑image text: "I hit $40K/mo using this"
- Reference winners:
AD_388(Founder UGC Hook — 2.9% CTR, 17 conv in 7d)- Avoid: Polished lighting, corporate backdrop
- Target: CTR ≥ 2.5% · 10+ conversions in first 7 days
Concept 3 —
Benchmark Chart(net‑new format — test as A/B probe)
- Horseman: 👑 Status
- Visual format: Horizontal bar chart, 3 bars, top 10% highlighted
- Mood: Professional, confident
- Key elements: "Top 10% of agencies" callout · red→green gradient · small logo bottom‑right
- On‑image text: "The top 10% of agencies report in minutes, not days."
- Reference winners:
AD_412(Chart + Money — 2.1% CTR) — adjacent pattern- Avoid: > 5 data points (clutters on mobile)
- Target: CTR ≥ 2.0% · A/B probe at 20% of ad‑set budget for 7 days
Next step: pass each concept's Horseman + funnel stage into copy-rotation to generate 3 headlines + 3 bodies per concept.
Automates the Stop/Scale cycle by identifying ads burning budget (Bleeders) and ads ready for aggressive scaling (Winners), surfacing their copy (headline…
View skill Creative · FreeDetects 'Creative Decay' early using consecutive signal tracking. Always outputs the full active‑ad inventory with per‑ad copy context (headline, body, CTA)…
View skill Creative · FreeAd‑set‑level audience diagnostic: frequency across the ad set, reach saturation, and audience overlap between active ad sets. Tells you when to refresh…
View skill