/63-campaign-retrospective
Retrospective sau khi campaign ket thuc: scorecard so lieu vs target, what worked / what didn't / why co evidence, surprises, bai hoc cap nhat vao playbook + Brand Hub, action items co owner. Dung khi nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich',
$ npx -y skills add minhnv0807/ai-business-skills --skill 63-campaign-retrospective --agent claude-codeHow it fires
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Retrospective sau khi campaign ket thuc: scorecard so lieu vs target, what worked / what didn't / why co evidence, surprises, bai hoc cap nhat vao playbook + Brand Hub, action items co owner. Dung khi nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich',
SKILL.md
63-campaign-retrospective.SKILL.mdname: 63-campaign-retrospective
description: "Retrospective sau khi campaign ket thuc: scorecard so lieu vs target, what worked / what didn't / why co evidence, surprises, bai hoc cap nhat vao playbook + Brand Hub, action items co owner. Dung khi nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich', 'bai hoc campaign'."
metadata:
version: 1.0.0
category: operations
license: MIT
triggers:
- "campaign retrospective"
- "retro campaign"
- "post-mortem campaign"
- "tong ket chien dich"
- "bai hoc tu campaign"
- "what worked what didn't"
- "campaign debrief"
output: "File .md — retrospective day du: scorecard, what worked / didn't / surprises, process review, playbook + Brand Hub updates, input cho campaign tiep theo, action items co owner"
related:
- 07-bao-cao-marketing
- 60-launch-playbook
- 02-brief-chien-dich
- 34-ai-marketing-os
- 65-team-performance-review
Campaign Retrospective
> Retrospective khong phai de blame ai — ma de team va system tot hon sau moi campaign. Insight tot nhat den tu failure, nhung can tam the an toan de noi that. Retro khong co action = lang phi thoi gian: moi bai hoc phai dan den 1 thay doi cu the trong playbook, Brand Hub hoac quy trinh.
Thu thap thong tin
Hoi toi da 4 cau:
1. **Campaign nao, timeline nao?** Ten, ngay bat dau/ket thuc, objective goc. 2. **Data final:** Revenue / Leads / CPL / ROAS / Spend — so cuoi cung vs target? (Neu da co report tu `07-bao-cao-marketing`, dung lam dau vao.) 3. **Ai tham gia retro?** Content, Performance, Design, Sales, Leader? 4. **Campaign ket thuc bao lau roi?** Retro phai lam trong 5 ngay sau khi end — memory con tuoi.
Nguyen tac
1. **Bat buoc sau moi campaign lon** — khong "bo qua vi ban". Khong retro = tra tien hoc phi ma khong nhan bai hoc. 2. **Chi ghi nhan dinh co data support** — "cam giac creative A tot" khong phai insight; "creative A CPL 15K vs trung binh 25K" moi la insight. 3. **Khong blame ca nhan** — chi noi ve system va process. Moi nguoi deu co quyen len tieng. 4. **Moi bai hoc → 1 thay doi cu the** — update playbook, template, Brand Hub, hoac quy trinh; co owner va deadline. 5. **Document de 6 thang sau doc lai van hieu** — va link retro vao brief campaign tiep theo.
Quy trinh
Buoc 1 — Chuan bi (truoc buoi retro)
- Pull data final: revenue, leads, CPL, ROAS, spend, timeline adherence, budget variance.
- Gui data cho team truoc buoi hop — hop de thao luan, khong phai de doc so.
- Dat lich 60 phut, co facilitator (thuong la Leader).
Buoc 2 — Campaign scorecard
| KPI | Target | Actual | % Achieved | vs Campaign truoc | |-----|--------|--------|-----------|-------------------| | Revenue | | | | | | Leads | | | | | | CPL | | | | | | ROAS | | | | | | Spend | | | | | | Timeline (dung tien do?) | | | | | | Budget (dung ngan sach?) | | | | |
Overall verdict: **Success** (> 90% KPI) / **Mixed** (60-90%) / **Miss** (< 60%).
Buoc 3 — What worked (nhan ban lan sau)
| # | What worked | Evidence (so lieu) | Why it worked | Ap dung lan sau | |---|-------------|--------------------|---------------|-----------------| | 1 | | | | | | 2 | | | | | | 3 | | | | |
Winning patterns can goi ten ro:
- Content angle: angle nao convert tot nhat
- Creative format: video / image / carousel — cai nao work
- Audience: segment nao response tot
- Timing: gio/ngay nao performance tot nhat
- Channel: kenh nao CPL/ROAS tot nhat
Buoc 4 — What didn't work (tranh lan sau)
| # | What failed | Evidence | Root cause | Decision: Stop / Fix / Test lai | |---|-------------|----------|-----------|--------------------------------| | 1 | | | | | | 2 | | | | |
Root cause phai dao den nguyen nhan goc — "ads kem" chua phai root cause; "audience trung lap voi campaign cu → frequency cao → CTR giam" moi la root cause.
Buoc 5 — Surprises (khong ngo toi)
- **Positive surprises:** dieu gi tot hon ky vong, tot hon bao nhieu, tai sao — rut ra dieu gi?
- **Negative surprises:** dieu gi xau hon ky vong, te hon bao nhieu, tai sao — phong tranh the nao?
Buoc 6 — Process & execution review
| Hang muc | Danh gia | Van de gap | Cai thien | |----------|----------|------------|-----------| | Brief quality | | | | | Timeline adherence | | | | | Communication trong team | | | | | Review/approval process | | | | | Launch day execution | | | | | Data/tracking setup | | | |
Biggest process bottleneck: 1 dieu can cai thien nhat lan sau.
Buoc 7 — Team callouts
Ghi nhan dong gop cu the: [Ten] — [contribution cu the da tac dong tich cuc den ket qua]. Ghi nhan cong khai, gop y rieng tu.
Buoc 8 — Playbook + Brand Hub updates va action items
| Tai lieu can update | Thay doi gi | Owner | Deadline | |---------------------|-------------|-------|----------| | Launch playbook (`60-launch-playbook`) | Them/sua step: [X] | Leader | | | Campaign brief template | Dieu chinh section: [Y] | Leader | | | Brand Hub — Customer Insight | Them insight moi tu campaign: [Z] | | | | Brand Hub — KPI Framework / benchmark noi bo | Cap nhat benchmark thuc te (CPL, CVR dat duoc) | | | | Winning creative library | Luu creative winner + ly do | | |
Moi action item phai co owner va deadline — khong co "ca team cung lam".
Buoc 9 — Input cho campaign tiep theo
- 3 thu nhat dinh dung lai: 1... 2... 3...
- 3 thu nhat dinh lam khac: 1... 2... 3...
- Hypothesis muon test trong campaign toi: [gia thuyet + cach do]
Facilitation guide
- **Timing:** trong vong 5 ngay sau campaign end.
- **Format:** 60 phut, toan team, facilitator (Leader): 10' scorecard → 15' what worked → 15' what didn't → 10' process → 10' action items & owners.
- **Ground rules:** khong blame ca nhan — chi system va process; moi nguoi deu len tieng; constructive — khong phai venting session.
- **Sau buoi:** Leader tong hop doc trong 24h, share cho ca team va CEO; link vao brief campaign tiep theo.
Cau truc ket qua
Ten file: `campaign-retro-[ten-campaign]-[YYYYMMDD].md` — gom 9 muc theo quy trinh tren: Scor
Read more
name: 63-campaign-retrospective description: "Retrospective sau khi campaign ket thuc: scorecard so lieu vs target, what worked / what didn't / why co evidence, surprises, bai hoc cap nhat vao playbook + Brand Hub, action items co owner. Dung khi nhac 'retro campaign', 'retrospective', 'post-mortem', 'tong ket chien dich', 'bai hoc campaign'." metadata: version: 1.0.0 category: operations license: MIT triggers: - "campaign retrospective" - "retro campaign" - "post-mortem campaign" - "tong ket chien dich" - "bai hoc tu campaign" - "what worked what didn't" - "campaign debrief" output: "File .md — retrospective day du: scorecard, what worked / didn't / surprises, process review, playbook + Brand Hub updates, input cho campaign tiep theo, action items co owner" related: - 07-bao-cao-marketing - 60-launch-playbook - 02-brief-chien-dich - 34-ai-marketing-os - 65-team-performance-review
Campaign Retrospective
> Retrospective khong phai de blame ai — ma de team va system tot hon sau moi campaign. Insight tot nhat den tu failure, nhung can tam the an toan de noi that. Retro khong co action = lang phi thoi gian: moi bai hoc phai dan den 1 thay doi cu the trong playbook, Brand Hub hoac quy trinh.
Thu thap thong tin
Hoi toi da 4 cau:
1. **Campaign nao, timeline nao?** Ten, ngay bat dau/ket thuc, objective goc. 2. **Data final:** Revenue / Leads / CPL / ROAS / Spend — so cuoi cung vs target? (Neu da co report tu `07-bao-cao-marketing`, dung lam dau vao.) 3. **Ai tham gia retro?** Content, Performance, Design, Sales, Leader? 4. **Campaign ket thuc bao lau roi?** Retro phai lam trong 5 ngay sau khi end — memory con tuoi.
Nguyen tac
1. **Bat buoc sau moi campaign lon** — khong "bo qua vi ban". Khong retro = tra tien hoc phi ma khong nhan bai hoc. 2. **Chi ghi nhan dinh co data support** — "cam giac creative A tot" khong phai insight; "creative A CPL 15K vs trung binh 25K" moi la insight. 3. **Khong blame ca nhan** — chi noi ve system va process. Moi nguoi deu co quyen len tieng. 4. **Moi bai hoc → 1 thay doi cu the** — update playbook, template, Brand Hub, hoac quy trinh; co owner va deadline. 5. **Document de 6 thang sau doc lai van hieu** — va link retro vao brief campaign tiep theo.
Quy trinh
Buoc 1 — Chuan bi (truoc buoi retro)
- Pull data final: revenue, leads, CPL, ROAS, spend, timeline adherence, budget variance.
- Gui data cho team truoc buoi hop — hop de thao luan, khong phai de doc so.
- Dat lich 60 phut, co facilitator (thuong la Leader).
Buoc 2 — Campaign scorecard
| KPI | Target | Actual | % Achieved | vs Campaign truoc | |-----|--------|--------|-----------|-------------------| | Revenue | | | | | | Leads | | | | | | CPL | | | | | | ROAS | | | | | | Spend | | | | | | Timeline (dung tien do?) | | | | | | Budget (dung ngan sach?) | | | | |
Overall verdict: **Success** (> 90% KPI) / **Mixed** (60-90%) / **Miss** (< 60%).
Buoc 3 — What worked (nhan ban lan sau)
| # | What worked | Evidence (so lieu) | Why it worked | Ap dung lan sau | |---|-------------|--------------------|---------------|-----------------| | 1 | | | | | | 2 | | | | | | 3 | | | | |
Winning patterns can goi ten ro:
- Content angle: angle nao convert tot nhat
- Creative format: video / image / carousel — cai nao work
- Audience: segment nao response tot
- Timing: gio/ngay nao performance tot nhat
- Channel: kenh nao CPL/ROAS tot nhat
Buoc 4 — What didn't work (tranh lan sau)
| # | What failed | Evidence | Root cause | Decision: Stop / Fix / Test lai | |---|-------------|----------|-----------|--------------------------------| | 1 | | | | | | 2 | | | | |
Root cause phai dao den nguyen nhan goc — "ads kem" chua phai root cause; "audience trung lap voi campaign cu → frequency cao → CTR giam" moi la root cause.
Buoc 5 — Surprises (khong ngo toi)
- **Positive surprises:** dieu gi tot hon ky vong, tot hon bao nhieu, tai sao — rut ra dieu gi?
- **Negative surprises:** dieu gi xau hon ky vong, te hon bao nhieu, tai sao — phong tranh the nao?
Buoc 6 — Process & execution review
| Hang muc | Danh gia | Van de gap | Cai thien | |----------|----------|------------|-----------| | Brief quality | | | | | Timeline adherence | | | | | Communication trong team | | | | | Review/approval process | | | | | Launch day execution | | | | | Data/tracking setup | | | |
Biggest process bottleneck: 1 dieu can cai thien nhat lan sau.
Buoc 7 — Team callouts
Ghi nhan dong gop cu the: [Ten] — [contribution cu the da tac dong tich cuc den ket qua]. Ghi nhan cong khai, gop y rieng tu.
Buoc 8 — Playbook + Brand Hub updates va action items
| Tai lieu can update | Thay doi gi | Owner | Deadline | |---------------------|-------------|-------|----------| | Launch playbook (`60-launch-playbook`) | Them/sua step: [X] | Leader | | | Campaign brief template | Dieu chinh section: [Y] | Leader | | | Brand Hub — Customer Insight | Them insight moi tu campaign: [Z] | | | | Brand Hub — KPI Framework / benchmark noi bo | Cap nhat benchmark thuc te (CPL, CVR dat duoc) | | | | Winning creative library | Luu creative winner + ly do | | |
Moi action item phai co owner va deadline — khong co "ca team cung lam".
Buoc 9 — Input cho campaign tiep theo
- 3 thu nhat dinh dung lai: 1... 2... 3...
- 3 thu nhat dinh lam khac: 1... 2... 3...
- Hypothesis muon test trong campaign toi: [gia thuyet + cach do]
Facilitation guide
- **Timing:** trong vong 5 ngay sau campaign end.
- **Format:** 60 phut, toan team, facilitator (Leader): 10' scorecard → 15' what worked → 15' what didn't → 10' process → 10' action items & owners.
- **Ground rules:** khong blame ca nhan — chi system va process; moi nguoi deu len tieng; constructive — khong phai venting session.
- **Sau buoi:** Leader tong hop doc trong 24h, share cho ca team va CEO; link vao brief campaign tiep theo.
Cau truc ket qua
Ten file: `campaign-retro-[ten-campaign]-[YYYYMMDD].md` — gom 9 muc theo quy trinh tren: Scor
138 bilingual AI marketing skills (69 VN + 69 Global) for Claude Code, OpenCode, Codex, VS Code. Four role SOP packs — content, design, performance, leader ops — plus strategy, personal brand, AI avatar, dropshipping, design master, knowledge library. 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Companion: opa-kit.
Repo: minhnv0807/ai-business-skills
Other skills on ai-business-skills.
- /00-marketing-plan-global
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Open skill - /01-content-calendar-global
Monthly content calendar for global businesses — multi-channel posting schedule with funnel ratio, content pillars, repurposing matrix, and quality scoring. Reads `.agents/product-marketing-context-global.md`. Universal framework, region-specific posting times via foundation
Open skill - /02-campaign-brief-global
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Open skill - /03-performance-eval-global
Diagnose marketing performance for global businesses — root cause analysis, 5-Whys, 48-hour action plan. Has 4 region variants for benchmarks (US/EU/SEA/LATAM). Reads `.agents/product-marketing-context-global.md`. INCLUDES Dropshipping KPI section (ROAS, BE-ROAS, profit margin,
Open skill - /04-script-video-global
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Open skill - /05-ad-copy-global
6 ad copy variations (2 TOFU + 2 MOFU + 2 BOFU) for global markets. Frameworks: AIDA, PAS, BAB. Platforms: Meta, Google, TikTok. INCLUDES Dropshipping Mode (4 templates) for Shopify dropshippers. Trigger: 'ad copy', 'Facebook ads', 'TikTok ads', 'Google Ads copy', 'dropshipping
Open skill

