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Get Started Free →Len ke hoach seeding vao Facebook Group / Zalo Group / Forum — chon group, persona tai khoan, 4 loai bai seeding viet san, kich ban comment, lich an toan, do luong va red line chong spam. Kich hoat khi nhac 'seeding', 'vao group', 'gieo noi dung', 'bai dang cong dong', 'seeding plan'.
.claude/skills/minhnv0807-38-seeding-plan/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-16 | ✗→✓ | ▲ Improved | 386% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 47% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 99% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 61% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 114% | 0% |
> Bai seeding tot nhat la bai khong ai biet la seeding. Gia tri that truoc — mention brand sau, tu nhien, dung context. Seeding sai cach (spam, fake) gay hai brand nhieu hon la khong lam.
Doc .agents/product-marketing-context.md va insight (09) neu co. Neu thieu, hoi toi da 4 cau:
Tieu chi chon group:
| Tieu chi | Nguong | |----------|--------| | Size | Tren 5.000 thanh vien | | Activity | Tren 10 bai/ngay duoc duyet | | Rules | Cho phep chia se / hoi dap lien quan nganh | | Admin | Active — co duyet bai, co tuong tac | | Do khop audience | Thanh vien trung voi ICP (doi chieu 09) |
Output: bang danh sach group xep uu tien Cao / Vua / Thap + loai content phu hop tung group.
Persona tai khoan seeding — moi tai khoan can:
Tai khoan moi lap, khong co lich su → KHONG dung de seeding.
Viet san 4 loai bai — moi bai 150-250 chu, dung tone nguoi that (khong dung giong fanpage):
| Loai | Muc tieu | Cach mention brand | |------|----------|--------------------| | 1. Hoi tham do (soft) | Dat cau hoi de khach tu tra loi, tham do nhu cau | KHONG mention brand | | 2. Chia se kinh nghiem (education) | Cho gia tri that, xay uy tin vai | Mention tu nhien o cuoi, nhu 1 chi tiet phu | | 3. Review / testimonial (social proof) | Viet nhu khach that ke trai nghiem | Co so lieu that, co ca diem chua perfect — khong khen 100% | | 4. Tim kiem / nho gioi thieu (demand) | Tao nhu cau, de nguoi khac recommend | Khong tu mention — cho cong dong nhac ten |
Dang tot trong group: cau hoi mo, chia se kinh nghiem soft mention, mini guide, case study ngan.
Kich ban comment di kem moi bai:
| Chi so | Cach do | |--------|---------| | Reach / tuong tac bai | Screenshot so react, comment, share tung bai | | DM den tu group | Hoi "ban biet minh qua dau" khi khach inbox | | Traffic | UTM link rieng cho tung group (chi khi group cho phep link) | | Lead / don | Dem lead ghi nguon "group ten]" trong CRM | | Bai bi xoa / tai khoan bi ban | Ghi lai de danh gia rui ro group do |
Ten file: seeding-plan-[ten-san-pham]-[YYYYMMDD].md
markdown# Seeding Plan — [San pham] — [Ky] ## I. Danh sach group muc tieu | Group / Forum | Size | Activity | Rule dang bai | Uu tien | Loai content phu hop | |---------------|------|----------|---------------|---------|---------------------| | | | | | Cao/Vua/Thap | | ## II. Persona tai khoan seeding | Tai khoan | Vai (persona) | Trang thai warm-up | Group phu trach | Gioi han/ngay | |-----------|---------------|--------------------|-----------------| --------------| | | | Chua / Dang / San sang | | Toi da 2 group | ## III. 4 loai bai seeding — viet san full ### Loai 1 — Hoi tham do (khong mention brand) [Viet full bai 150-250 chu, dung tone nguoi that dang hoi] ### Loai 2 — Chia se kinh nghiem (mention tu nhien cuoi bai) [Viet full bai — insight that, khong viet nhu quang cao] ### Loai 3 — Review / testimonial (nhu khach that) [Viet full bai — cu the, co so lieu, co ca diem chua perfect] ### Loai 4 — Tim kiem / nho gioi thieu (de nguoi khac recommend) [Viet full bai — hoi nhu nguoi that dang can tim giai phap] ## IV. Kich ban comment | Cau hoi du kien | Cau tra loi chuan bi san | Ai tra loi | |-----------------|--------------------------|-----------| | | | | ## V. Lich seeding | Ngay | Group | Loai bai | Tai khoan | Tom tat noi dung | Target engagement | |------|-------|----------|-----------|------------------|-------------------| | | | | | | | ## VI. Do luong | Bai | Group | React | Comment | DM ve | Lead | Ghi chu | |-----|-------|-------|---------|-------|------|--------| | | | | | | | |
Rui ro can quan ly: bai bi admin xoa / tai khoan bi ban (mat cong warm-up — tuan thu rule de tranh); bi cong dong phat hien seeding (brand risk — neu bi hoi thang, tra loi minh bach, khong choi cai); group doi rule (doc lai rule moi thang).
09-insight-khach-hang: xac dinh audience o group nao, ngon ngu that cua khach de viet bai dung tone nguoi that.15-social-listening: nghe truoc chu de gi dang duoc ban trong cong dong — chon angle seeding theo do.35-brand-voice: bai loai 2-3 van phai khop core message cua brand (du tone la nguoi that).06-brief-ugc-egc: seeding tra phi qua KOC/KOL — dung brief creator thay vi tai khoan seeding.39-content-audit: cuoi ky dua ket qua seeding vao audit de quyet dinh giu / bo group.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-16 | fail→pass | 16,030 | 36,109 | +125% | 1 | 1 | 0% | 1,508 | 7,322 | +386% | 0 | 0 | — |
case-02 | fail→pass | 40,439 | 34,495 | -15% | 1 | 1 | 0% | 5,277 | 7,736 | +47% | 0 | 0 | — |
case-03 | fail→fail | 42,859 | 135,922 | +217% | 1 | 1 | 0% | 5,726 | 8,784 | +53% | 0 | 0 | — |
case-01 | fail→fail | 41,776 | 43,575 | +4% | 1 | 1 | 0% | 7,131 | 8,146 | +14% | 0 | 0 | — |
case-04 | fail→pass | 27,414 | 29,191 | +6% | 1 | 1 | 0% | 3,379 | 6,710 | +99% | 0 | 0 | — |
case-05 | fail→fail | 23,422 | 23,542 | +1% | 1 | 1 | 0% | 3,117 | 5,435 | +74% | 0 | 0 | — |
case-06 | pass→pass | 26,765 | 28,073 | +5% | 1 | 1 | 0% | 3,254 | 5,782 | +78% | 0 | 0 | — |
case-07 | fail→pass | 25,205 | 22,814 | -9% | 1 | 1 | 0% | 3,334 | 5,354 | +61% | 0 | 0 | — |
case-08 | fail→pass | 24,073 | 23,250 | -3% | 1 | 1 | 0% | 2,542 | 5,437 | +114% | 0 | 0 | — |
case-09 | fail→fail | 14,154 | 24,681 | +74% | 1 | 1 | 0% | 2,017 | 5,076 | +152% | 0 | 0 | — |
case-10 | fail→pass | 21,863 | 38,733 | +77% | 1 | 1 | 0% | 2,988 | 6,674 | +123% | 0 | 0 | — |
case-11 | fail→fail | 21,666 | 19,208 | -11% | 1 | 1 | 0% | 2,362 | 5,403 | +129% | 0 | 0 | — |
case-12 | fail→fail | 19,399 | 26,726 | +38% | 1 | 1 | 0% | 2,941 | 5,291 | +80% | 0 | 0 | — |
case-13 | pass→pass | 21,101 | 25,666 | +22% | 1 | 1 | 0% | 2,361 | 5,318 | +125% | 0 | 0 | — |
case-14 | fail→pass | 23,853 | 26,553 | +11% | 1 | 1 | 0% | 3,482 | 5,195 | +49% | 0 | 0 | — |
case-15 | pass→pass | 22,748 | 22,315 | -2% | 1 | 1 | 0% | 2,965 | 5,072 | +71% | 0 | 0 | — |
case-17 | pass→pass | 20,493 | 20,257 | -1% | 1 | 1 | 0% | 2,378 | 4,760 | +100% | 0 | 0 | — |
case-18 | fail→fail | 24,147 | 30,218 | +25% | 1 | 1 | 0% | 3,635 | 7,260 | +100% | 0 | 0 | — |
case-19 | pass→pass | 20,572 | 24,084 | +17% | 1 | 1 | 0% | 2,318 | 5,375 | +132% | 0 | 0 | — |
case-20 | pass→pass | 50,568 | 33,153 | -34% | 1 | 1 | 0% | 3,768 | 6,657 | +77% | 0 | 0 | — |
case-21 | pass→pass | 25,633 | 32,632 | +27% | 1 | 1 | 0% | 3,388 | 7,477 | +121% | 0 | 0 | — |
case-22 | pass→pass | 40,814 | 35,711 | -13% | 1 | 1 | 0% | 3,251 | 6,839 | +110% | 0 | 0 | — |
case-23 | pass→pass | 26,699 | 29,925 | +12% | 1 | 1 | 0% | 3,279 | 6,244 | +90% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 23 cases were attempted. The headline lift of +30 percentage points is the difference between those two pass rates over the 23 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.