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Phan Tich Du Lieu Marketing · minhnv0807 | DecimalAI

marketingby minhnv0807

Phan Tich Du Lieu Marketing

minhnv0807/13-phan-tich-du-lieu

Source minhnv0807/ai-business-skills ↗License MIT

Doc data marketing tho va bien thanh insight hanh dong — phan tich theo kenh, chien dich, creative, doi tuong, thoi gian

SkillScore87Maintained

Automatic

Data Analyst pack

Last verified 8/20/2026

What it changes

Passed 20 of 23 test cases with the skill, and 16 of 23 without it.

Without skill70%

With skill87%

Checks it passed that the model alone missed

Asks at most 4 clarification questions.
Limits the main report selection to 3 to 4 core metrics.
Recommends increasing the ad budget by approximately 30%.

and 5 more in the full report

5 fixed15 passed either way2 still failing1 broke

Pass-rate lift: +17 pp
Tokens: +206%
Agent turns: 0%
Response time: +7%

Model gemini-3.6-flashMeasured 8/20/2026v220 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/minhnv0807-13-phan-tich-du-lieu/SKILL.md https://app.decimal.ai/s/minhnv0807-13-phan-tich-du-lieu/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add minhnv0807-13-phan-tich-du-lieu, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/minhnv0807-13-phan-tich-du-lieu/ and pins it in .decimal/skills.lock

decimalai skills add minhnv0807-13-phan-tich-du-lieu

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/minhnv0807-13-phan-tich-du-lieu/SKILL.md https://app.decimal.ai/s/minhnv0807-13-phan-tich-du-lieu/SKILL.md

Raw file: /s/minhnv0807-13-phan-tich-du-lieu/SKILL.md ↗ · machine-readable summary at /s/minhnv0807-13-phan-tich-du-lieu.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

Tôi muốn nhờ bạn phân tích dữ liệu quảng cáo để cắt giảm chi phí cho doanh nghiệp B2B của tôi. Hãy cho tôi biết bạn cần thông tin gì.

What was checked, without and with the skill
Checked	Without skill	With skill
Asks at most 4 clarification questions.	Missed	Passed
Inquires about the specific marketing data source.	Passed	Passed

case-03 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md394 lines3 files

Phan Tich Du Lieu Marketing

Insight truoc so lieu. Nhan dinh truoc, so lieu de minh hoa — khong liet ke so lieu roi.

Thu thap thong tin

Hoi user toi da 4 cau:

Du lieu tu nguon nao? Meta Ads, TikTok Ads, GA4, Google Sheets, hay ket hop nhieu nguon?
Khung thoi gian? Tuan nay, thang nay, so sanh 2 giai doan (VD: thang 3 vs thang 4)?
Muc tieu kinh doanh hien tai? Tang lead, giam CPL, tang ROAS, hay co van de cu the can xu ly?
Dan data vao day — paste bang so lieu, hoac mo ta cac chi so chinh (spend, impression, click, lead, revenue).

Nguyen tac phan tich

Thu tu doc data

1. DESCRIPTIVE   — Da xay ra gi? (so lieu, xu huong)
2. DIAGNOSTIC    — Tai sao? (nguyen nhan goc)
3. PREDICTIVE    — Se xay ra gi tiep? (du bao)
4. PRESCRIPTIVE  — Can lam gi? (hanh dong cu the)

Quy tac trinh bay

Quy tac	Giai thich
Insight dau, so lieu sau	"CPL tang 40% do creative exhaustion" — khong phai "CPL tu 50K len 70K"
So sanh, khong doc tuyet doi	Luon so sanh voi: tuan truoc (WoW), thang truoc (MoM), hoac benchmark nganh
Flag bat thuong	Bat ky chi so nao thay doi > 20% so voi ky truoc → danh dau de dieu tra
De xuat co thoi han	Moi de xuat phai co: lam gi, khi nao, ai lam, do bang gi

Metric phu phiem vs metric hanh dong

Khong phai so nao cung dang dua vao bao cao. Phan loai truoc khi phan tich — bao cao 50 chi so thi khong ai ra duoc quyet dinh nao.

Track record

Benchmark

20 / 23

test cases passed, vs 16 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

minhnv0807 / ai-business-skills

skills/vi/13-phan-tich-du-lieu/SKILL.md

View on GitHub ↗

License MITImported 8/17/2026Version v2Bundled 2 files

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

minhnv0807/13-data-analysis-globalTurn raw marketing data into actionable insight — analysis by channel, campaign, creative, audience, time. Descriptive → Diagnostic → Predictive → Prescriptive.Close match+32 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Phan Tich Du Lieu Marketing

Thu thap thong tin

Nguyen tac phan tich

Thu tu doc data

Quy tac trinh bay

Metric phu phiem vs metric hanh dong

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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