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Nghien Cuu Doi Thu Canh Tranh · minhnv0807 | DecimalAI

researchby minhnv0807

Nghien Cuu Doi Thu Canh Tranh

minhnv0807/08-nghien-cuu-doi-thu

Source minhnv0807/ai-business-skills ↗License MIT

Phan tich doi thu canh tranh 3 tang (truc tiep, gian tiep, thu cap) — dinh vi, SWOT, content benchmark, tim khoang trong thi truong

SkillScore73Maintained

Automatic

Marketing & Content pack

Last verified 8/19/2026

What it changes

Passed 16 of 22 test cases with the skill, and 9 of 22 without it.

Without skill41%

With skill73%

Checks it passed that the model alone missed

Specifies that the Facebook token requires ads_read permission
Recommends ads_insights_industry_benchmark for industry average metrics
Lists product gap, price gap, channel gap, content gap, and experience gap

and 8 more in the full report

8 fixed8 passed either way5 still failing1 broke

Pass-rate lift: +32 pp
Tokens: +164%
Agent turns: 0%
Response time: +1%

Model gemini-3.6-flashMeasured 8/19/2026v216 of 22 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/minhnv0807-08-nghien-cuu-doi-thu/SKILL.md https://app.decimal.ai/s/minhnv0807-08-nghien-cuu-doi-thu/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add minhnv0807-08-nghien-cuu-doi-thu, 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/minhnv0807-08-nghien-cuu-doi-thu/ and pins it in .decimal/skills.lock

decimalai skills add minhnv0807-08-nghien-cuu-doi-thu

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

curl -fsSL --create-dirs -o .claude/skills/minhnv0807-08-nghien-cuu-doi-thu/SKILL.md https://app.decimal.ai/s/minhnv0807-08-nghien-cuu-doi-thu/SKILL.md

Raw file: /s/minhnv0807-08-nghien-cuu-doi-thu/SKILL.md ↗ · machine-readable summary at /s/minhnv0807-08-nghien-cuu-doi-thu.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

Nếu muốn đo lường chỉ số CPM, CTR trung bình ngành và so sánh thứ hạng đấu giá Quality Ranking của bản thân trên Facebook Ads, tôi nên gọi hàm công cụ MCP chính thức nào?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends ads_insights_industry_benchmark for industry average metrics	Missed	Passed
Recommends ads_insights_auction_ranking_benchmarks for auction quality ranking comparison	Missed	Passed

case-10 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md385 lines2 files

Nghien Cuu Doi Thu Canh Tranh

Thu thap thong tin

Hoi user toi da 4 cau sau truoc khi bat dau:

San pham / dich vu cua ban la gi? (Nganh, phan khuc gia, doi tuong chinh)
Ke ten 2–5 doi thu ma ban biet (ten thuong hieu, link fanpage/TikTok/website neu co)
Ban dang lo nhat dieu gi ve doi thu? (Ho ban re hon? Content hay hon? Ads manh hon? Chiem thi phan?)
Muc tieu cua ban sau khi co bao cao nay? (Dinh vi lai? Lam content tot hon? Tim khoang trong? Chay ads hieu qua hon?)

Auto-research qua MCP (neu co ket noi)

Xem huong dan setup: skills/vi/references/mcp-ads-integration.md Meta Official MCP: https://mcp.facebook.com/ads — setup 5 phut qua claude.ai/settings/integrations

A. Facebook Ads Library MCP (Nghien cuu quang cao doi thu)

Facebook Ads Library MCP (facebook-ads-library-mcp) cho phep tu dong:

Chuc nang	Mo ta
Search quang cao doi thu	Tim tat ca ads dang chay cua 1 brand theo ten page
Phan tich creative	AI phan tich hook, format, tone, CTA cua tung ad
Competitor discovery	Tu dong tim doi thu tuong tu trong nganh
Spend estimation	Uoc tinh ngan sach quang cao cua doi thu
Trend monitoring	Theo doi thay doi chien dich theo thoi gian thuc
Market gap	So sanh nhieu brand → tim khoang trong

Cach dung:

Setup facebook-ads-library-mcp (can Facebook access token voi ads_read)
Nhap ten page doi thu → MCP tra ve danh sach ads dang active
Phan tich: format nao nhieu nhat? Hook gi? CTA gi? Chay bao lau?
So sanh voi ads cua minh → tim gap va co hoi

Luu y: Ads Library MCP chi cho phep XEM quang cao cong khai cua doi thu — khong truy cap data noi bo (spend chinh xac, targeting, conversion). Spend chi la uoc tinh.

B. Meta Official MCP (Benchmarks va boi canh nganh)

Neu da ket noi Meta Official MCP (mcp.facebook.com/ads), co the bo sung nghien cuu doi thu bang data chinh thuc:

Track record

Benchmark

16 / 22

test cases passed, vs 9 / 22 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/08-nghien-cuu-doi-thu/SKILL.md

View on GitHub ↗

License MITImported 8/17/2026Version v2Bundled 1 file

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

Nghien Cuu Doi Thu Canh Tranh

Thu thap thong tin

Auto-research qua MCP (neu co ket noi)

A. Facebook Ads Library MCP (Nghien cuu quang cao doi thu)

B. Meta Official MCP (Benchmarks va boi canh nganh)

Track record

Benchmark

Adoption

SkillSafety

Source

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