ใณใผใใฌใใฅใผ
PRใใณใผใๅคๆดใไฝ็ณป็ใซใฌใใฅใผใใใใใฎๆฑ็จในใญใซใงใใ
่จ่ช้ไพๅญใฎๅ
ฑ้ใฌใใฅใผๅบๆบใจใ่จ่ช/ใใฌใผใ ใฏใผใฏๅบๆใฎใในใใใฉใฏใใฃในใ็ตใฟๅใใใฆไฝฟ็จใใพใใ
ใใฃใฌใฏใใชๆงๆ
code-review/
โโโ SKILL.md (ใใฎใใกใคใซ)
โโโ references/
โโโ typescript-best-practices.md # TypeScriptๅบๆใฎใใงใใฏ
โโโ authorization-review-general.md # ่ชๅฏใฌใใฅใผ่ฆณ็น๏ผไธ่ฌ็ทจ๏ผ
โโโ authorization-review-postgres-rls.md # ่ชๅฏใฌใใฅใผ่ฆณ็น๏ผPostgreSQL RLS็ทจ๏ผ
โโโ github-pr-review-actions.md # GitHub PRใฌใใฅใผใขใฏใทใงใณ
โโโ ci-optimized-workflow.md # CI็ฐๅขใงใฎใณในใๆ้ฉๅใฏใผใฏใใญใผ
โโโ incremental-review.md # ใคใณใฏใชใกใณใฟใซใฌใใฅใผใฎ่ฉณ็ดฐ
โโโ skill-review.md # Claude Codeในใญใซ๏ผSKILL.md๏ผใฌใใฅใผๅบๆบ
โโโ skill-overview.md # ในใญใซๆฆ่ฆ๏ผๅ
ฌๅผใใญใฅใกใณใ๏ผ
โโโ skill-best-practices.md # ในใญใซใในใใใฉใฏใใฃใน๏ผๅ
ฌๅผใใญใฅใกใณใ๏ผ
ใฉใณใฟใคใ ใใกใคใซ
CIๅฎ่กๆใซ่ชๅ็ๆใใใใใกใคใซใใชใใธใใชใซใฏใณใใใใใชใใ
ใใกใคใซ
็จ้
ใฉใคใใตใคใฏใซ
.pr-triage.json
ใใชใขใผใธ็ตๆ
ๆฏๅ็ๆ
.pr-review-state.json
ใฌใใฅใผ็ถๆ
actions/cache ใงๅฎ่ก้ๆฐธ็ถๅ
ๅค้จในใญใซ้ฃๆบ
React / Next.js ใฎใในใใใฉใฏใใฃในใฏใVercelๆไพใฎ vercel-react-best-practices ในใญใซใไฝฟ็จใใใ
ใชใใธใใช : https://github.com/vercel-labs/agent-skills/tree/main/skills/react-best-practices
ใคใณในใใผใซ : npx -y skills add vercel-labs/agent-skills --skill vercel-react-best-practices --agent claude-code --yes
ใซใใผ็ฏๅฒ : ้ๅๆใฆใฉใผใฟใผใใฉใผใซๆ้คใใใณใใซใตใคใบๆ้ฉๅใใตใผใใผๅดใใใฉใผใใณในใใฏใฉใคใขใณใๅดใใผใฟๅๅพใๅใฌใณใใชใณใฐๆ้ฉๅใใฌใณใใชใณใฐใใใฉใผใใณในใ้ซๅบฆใชใใฟใผใณใJavaScriptใใใฉใผใใณใน๏ผ8ใซใใดใชใ40ไปฅไธใฎใซใผใซ๏ผ
ใณในใๆ้ฉๅ๏ผCI็ฐๅข๏ผ
GitHub Actions็ญใฎCI็ฐๅขใงๅฎ่กใใๅ ดๅใใใชใขใผใธใใงใผใบใ่ปฝ้ใขใใซ๏ผHaiku๏ผใซๅงไปปใใใใจใงใณในใใๅคงๅน
ใซๅๆธใงใใใ
่ฉณ็ดฐใฏ references/ci-optimized-workflow.md ใๅ็
งใ
ใใชใขใผใธ็ตๆใฎๆดป็จ
CI็ฐๅขใงไบๅใใชใขใผใธใๅฎ่กใใใฆใใๅ ดๅใไฝๆฅญใใฃใฌใฏใใชใซ .pr-triage.json ใๅญๅจใใใ
ใใฎใใกใคใซใๅญๅจใใๅ ดๅใไปฅไธใฎๆ้ฉๅใ้ฉ็จใใ๏ผ
ในใใใ1ใในใญใใ โ ใใชใขใผใธ็ตๆใฎ summary ใไฝฟ็จใใ
ใชใใกใฌใณในใฎ้ธๆ็่ชญใฟ่พผใฟ โ required_references ใซๅซใพใใใใฎใ ใใ่ชญใ
่กจๅฑคใใงใใฏใฎ็็ฅ โ surface_issues ใซๅซใพใใMinor/Suggestionๅ้กใฏๆขใซใใงใใฏๆธใฟใจใใฆใCritical/Majorๅๆใซ้ไธญใใ
ๅทฎๅใฎๅน็็ใช็ขบ่ช โ files ใฎใซใใดใชๅ้กใๆดป็จใใ้่ฆๅบฆใฎ้ซใใใกใคใซใใๅชๅ
็ใซใฌใใฅใผใใ
{
"pr_number" : 123 ,
"summary" : "่ช่จผใใใซใฆใงใขใฎ่ฟฝๅ ใจใฆใผใถใผAPIๆฐ่ฆไฝๆ" ,
"files" : {
"added" : [ "src/middleware/auth.ts" , "src/api/users.ts" ] ,
"modified" : [ "src/routes/index.ts" ] ,
"deleted" : [ ]
} ,
"languages" : [ "typescript" ] ,
"frameworks" : [ "express" ] ,
"change_categories" : {
"has_auth_changes" : true ,
"has_db_changes" : false ,
"has_rls_changes" : false ,
"has_api_changes" : true ,
"has_test_changes" : false ,
"has_config_changes" : false ,
"has_skill_changes" : false
} ,
"required_references" : [
"typescript-best-practices.md" ,
"authorization-review-general.md"
] ,
"surface_issues" : [
{
"severity" : "Minor" ,
"file" : "src/api/users.ts" ,
"line" : 15 ,
"issue" : "`any`ๅใไฝฟ็จใใใฆใใ" ,
"suggestion" : "ๅ
ทไฝ็ใชๅใซๅคๆดใใ"
}
] ,
"diff_summary" : "่ช่จผใใใซใฆใงใขใๆฐ่ฆ่ฟฝๅ ใJWTใใผใฏใณๆค่จผใๅฎ่ฃ
ใใฆใผใถใผCRUD APIใๆฐ่ฆไฝๆใใในใใฏๆช่ฟฝๅ ใ" ,
"estimated_complexity" : "medium" ,
"focus_areas" : [ "ใปใญใฅใชใใฃ: JWTๆค่จผใฎๅฎ่ฃ
" , "่ชๅฏ: ใฆใผใถใผAPIใฎใขใฏใปในๅถๅพก" ]
}
.pr-triage.json ใๅญๅจใใชใๅ ดๅ ใฏใๅพๆฅ้ใในใใใ1ใใๅ
จในใใใใๅฎ่กใใ๏ผๅพๆนไบๆๆงใใ๏ผใ
ใคใณใฏใชใกใณใฟใซใฌใใฅใผ๏ผPRๆดๆฐๆใฎๅทฎๅๆ้ฉๅ๏ผ
PRๆดๆฐ๏ผsynchronizeใคใใณใ๏ผๆใซใๅๅใฎใฌใใฅใผ็ถๆ
ใๆดป็จใใฆใใผใฏใณๆถ่ฒปใๅๆธใใใ
่ฉณ็ดฐใฏ references/incremental-review.md ใๅ็
งใ
.pr-review-state.json ใๅญๅจใใชใๅ ดๅ ๏ผๅๅใฌใใฅใผ๏ผใฏใใคใณใฏใชใกใณใฟใซๆ้ฉๅใฏ้ฉ็จใใใใใใซใใชใขใผใธใๅฎ่กใใใไธๆญฃใชๅฝขๅผใฎๅ ดๅใ่ญฆๅใๅบๅใใฆใใซใใชใขใผใธใๅฎ่กใใใ
ใฌใใฅใผใฏใผใฏใใญใผ
ไปฅไธใฎใใงใใฏใชในใใใณใใผใใฆ้ฒ่ก็ถๆณใ่ฟฝ่ทกใใพใ๏ผ
ใฌใใฅใผ้ฒๆ๏ผ
- [ ] ในใใใ1: ๅคๆดๆฆ่ฆใฎๆๆก
- [ ] ในใใใ2: ๅ
ฑ้ๅ่ณชใใงใใฏ
- [ ] ในใใใ3: ่จ่ช/ใใฌใผใ ใฏใผใฏๅบๆใใงใใฏ
- [ ] ในใใใ4: approve/rejectๅคๅฎ
- [ ] ในใใใ5: ใฌใใฅใผ็ตๆใฎๅบๅ
ในใใใ1: ๅคๆดๆฆ่ฆใฎๆๆก
.pr-triage.json ใๅญๅจใใๅ ดๅ : ใใฎใใกใคใซใ่ชญใฟ่พผใฟใsummaryใfilesใchange_categoriesใdiff_summary ใไฝฟ็จใใใไปฅไธใฎๆๅ็ขบ่ชใฏในใญใใใใฆในใใใ2ใธ้ฒใใ
ๅคๆดๅ
ๅฎนใ็่งฃใใใ
ๅคๆดใใกใคใซไธ่ฆงใ็ขบ่ช - ๅคๆดใฎ็ฏๅฒใจในใณใผใใๆๆก
ใณใผใๅทฎๅใ็ขบ่ช - ่ฟฝๅ ใปๅคๆดใปๅ้คใใใๅ
ๅฎนใๆๆก
ๅคๆดใฎๆๅณใ็่งฃ - PR่ชฌๆใใณใใใใกใใปใผใธใใ็ฎ็ใ็ขบ่ช
็ขบ่ชใในใใใคใณใ๏ผ
ๅคๆดใฏๅไธใฎ็ฎ็ใซใใฉใผใซในใใฆใใใ
ในใณใผใใ้ฉๅใ๏ผ1ใคใฎPRใงๅคใใใๅคๆดใใใฆใใชใใ๏ผ
้ข้ฃใใๅคๆดใๆผใใชใๅซใพใใฆใใใ
ในใใใ2: ๅ
ฑ้ๅ่ณชใใงใใฏ
.pr-triage.json ใๅญๅจใใๅ ดๅ : surface_issues ใซๅซใพใใMinor/Suggestionใฎๅ้กใฏๆขใซใใงใใฏๆธใฟใใใใงใฏCritical/Majorใฌใใซ๏ผใปใญใฅใชใใฃใใญใธใใฏใปๆญฃ็ขบๆงใใใใฉใผใใณในใฎ้ๅคงๅ้ก๏ผใฎๆคๅบใซ้ไธญใใใ่กจๅฑค็ใชๅ้ก๏ผๅฝๅ่ฆๅใใในใใฉใฏใใฃใชใณใฐ็ญ๏ผใฏๅใใงใใฏไธ่ฆใ
่จ่ชใซไพๅญใใชใๆฑ็จ็ใชใใงใใฏใๅฎๆฝใใใ
2-1. ใปใญใฅใชใใฃ
ใใงใใฏ้
็ฎ
้่ฆๅบฆ
ใใผใใณใผใใใใ็งๅฏๆ
ๅ ฑ๏ผAPIใญใผใใในใฏใผใใใใผใฏใณ๏ผใใชใใ
Critical
ใฆใผใถใผๅ
ฅๅใฎ้ฉๅใชใใชใใผใทใงใณใปใตใใฟใคใบใใใใ
Critical
SQLใคใณใธใงใฏใทใงใณใXSSใใณใใณใใคใณใธใงใฏใทใงใณใฎ่ๅผฑๆงใใชใใ
Critical
่ช่จผใป่ชๅฏใฎใใงใใฏใ้ฉๅใซๅฎ่ฃ
ใใใฆใใใ
Critical
ๆฉๅฏใใผใฟใไธ็จๆใซใญใฐๅบๅใใใฆใใชใใ
Major
CORS่จญๅฎใ้ฉๅใ
Major
่ชๅฏ๏ผAuthorization๏ผใฎ่ฉณ็ดฐใฌใใฅใผ ๏ผ่ชๅฏใซ้ขใใๅคๆดใใใๅ ดๅใฏใreferences/authorization-review-general.md ใๅ็
งใใฆ่ฉณ็ดฐใชใใงใใฏใ่กใใPostgreSQL RLSใไฝฟ็จใใฆใใๅ ดๅใฏใ่ฟฝๅ ใง references/authorization-review-postgres-rls.md ใๅ็
งใใใ
2-2. ใญใธใใฏใปๆญฃ็ขบๆง
ใใงใใฏ้
็ฎ
้่ฆๅบฆ
ใจใใธใฑใผในใ้ฉๅใซๅฆ็ใใใฆใใใ๏ผnullใ็ฉบ้
ๅใๅข็ๅค๏ผ
Major
ใจใฉใผใใณใใชใณใฐใ้ฉๅใ๏ผไพๅคใฎๆกใใคใถใใไธ้ฉๅใชcatch๏ผ
Major
ๆกไปถๅๅฒใฎใญใธใใฏใๆญฃใใใ๏ผoff-by-oneใ่ซ็ๆผ็ฎๅญใฎ่ชคใ๏ผ
Major
้ๅๆๅฆ็ใฎ็ซถๅ็ถๆ
๏ผrace condition๏ผใใชใใ
Major
ใชใฝใผในใฎ็ขบๅฎใช่งฃๆพ๏ผใใกใคใซใๆฅ็ถใใญใใฏ๏ผ
Major
2-3. ่จญ่จใปไฟๅฎๆง
ใใงใใฏ้
็ฎ
้่ฆๅบฆ
้ขๆฐ/ใกใฝใใใฎ่ฒฌๅใๅไธใ
Minor
DRYๅๅ: ไธ่ฆใช้่คใณใผใใใชใใ
Minor
ๅฝๅใๆๅณใๆญฃ็ขบใซ่กจใใฆใใใ
Minor
ใใธใใฏใใณใใผใๆๅณไธๆใชๆๅญๅใชใใฉใซใใชใใ
Minor
้ฉๅใชๆฝ่ฑกๅบฆใง่จญ่จใใใฆใใใ๏ผ้ๅฐใชๆฝ่ฑกๅใปไธ่ถณ๏ผ
Minor
ๅพช็ฐๅ็
งใปไธ้ฉๅใชไพๅญ้ขไฟใใชใใ
Major
2-4. ใใใฉใผใใณใน
ใใงใใฏ้
็ฎ
้่ฆๅบฆ
N+1ใฏใจใชใชใฉ้ๅน็ใชใใผใฟใขใฏใปในใใฟใผใณใใชใใ
Major
ไธ่ฆใชใซใผใใใในใใ่จ็ฎ้ใฎๅคงใใๅฆ็ใใชใใ
Minor
ใกใขใชใชใผใฏใฎๅฏ่ฝๆงใใชใใ
Major
ๅคง้ใใผใฟใฎ้ฉๅใชใใผใธใใผใทใงใณใปในใใชใผใใณใฐๅฆ็
Minor
2-5. ใในใ
ใใงใใฏ้
็ฎ
้่ฆๅบฆ
ๅคๆดใซๅฏพๅฟใใใในใใ่ฟฝๅ /ๆดๆฐใใใฆใใใ
Major
ใจใใธใฑใผในใฎใในใใๅซใพใใฆใใใ
Minor
ใในใใๅฎ่ฃ
่ฉณ็ดฐใงใชใๆฏใ่ใใใในใใใฆใใใ
Minor
ใในใๅใใในใๅฏพ่ฑกใฎๆฏใ่ใใๆ็ขบใซ่กจใใฆใใใ
Suggestion
ในใใใ3: ่จ่ช/ใใฌใผใ ใฏใผใฏๅบๆใใงใใฏ
.pr-triage.json ใๅญๅจใใๅ ดๅ : required_references ใซ่จ่ผใใใใชใใกใฌใณในใฎใฟใ่ชญใฟ่พผใใใชในใใซใชใใชใใกใฌใณในใฏ่ชญใฟ่พผใพใชใ๏ผใใผใฏใณ็ฏ็ด๏ผใ
ๅคๆดใใกใคใซใฎ่จ่ช/ใใฌใผใ ใฏใผใฏใซๅฟใใฆใๅฏพๅฟใใใชใใกใฌใณในใใกใคใซใๅ็
งใใใ
ๅ็
งๅฏ่ฝใชใชใใกใฌใณใน๏ผ
ๅ็
งใซใผใซ๏ผ
TypeScriptใฎๅคๆด โ ๅ
้จใชใใกใฌใณในใ่ชญใฟ่พผใ
React / Next.js ใฎๅคๆด โ vercel-react-best-practices ในใญใซใไฝต็จใใ๏ผใคใณในใใผใซๆธใฟใฎๅ ดๅ๏ผ
่ชๅฏใซ้ขใใๅคๆด๏ผ่ช่จผ/ๆจฉ้ใใงใใฏใใใผใฟใขใฏใปในๅถๅพก็ญ๏ผ โ ่ชๅฏใชใใกใฌใณใน๏ผไธ่ฌ็ทจ๏ผใๅ็
ง
PostgreSQL RLSใไฝฟ็จใใฆใใๅ ดๅ โ ่ชๅฏใชใใกใฌใณใน๏ผRLS็ทจ๏ผใ่ฟฝๅ ใงๅ็
ง
GitHub Actions็ญใฎCI็ฐๅขใงPRใฌใใฅใผใๅฎ่กใใๅ ดๅ โ GitHub PRใฌใใฅใผใขใฏใทใงใณใๅ็
ง๏ผใณใกใณใๆ็จฟใป่ฉไพกๆนๆณ๏ผ
SKILL.mdใใกใคใซใๅซใพใใๅคๆด โ ในใญใซใฌใใฅใผใชใใกใฌใณในใๅ็
งใใในใญใซๅ่ณชใใงใใฏใ่ฟฝๅ ๅฎๆฝใใ
่คๆฐใฎ่จ่ช/FWใซใพใใใๅคๆดใฎๅ ดๅใฏใใในใฆใฎ่ฉฒๅฝใชใใกใฌใณในใๅ็
งใใ
ใชใใกใฌใณในใๅญๅจใใชใ่จ่ชใฎๅ ดๅใฏใในใใใ2ใฎๅ
ฑ้ใใงใใฏใฎใฟใงๅคๆญใใ
ในใใใ4: approve/rejectๅคๅฎ
ใในใฆใฎใใงใใฏ็ตๆใซๅบใฅใใไปฅไธใฎๅบๆบใงapprove/rejectใๅคๅฎใใใ
ๅ้กใฎ้่ฆๅบฆใจๆธ็น
้่ฆๅบฆ
่ชฌๆ
ๆธ็น
Critical
ใใผใธๅใซๅฟ
ใไฟฎๆญฃใๅฟ
่ฆใใปใญใฅใชใใฃ่ๅผฑๆงใใใผใฟๆๅคฑใชในใฏใ้ๅคงใชใใฐ
-3็น/ไปถ
Major
ๅชๅ
็ใซไฟฎๆญฃใในใใใญใธใใฏใฎๅ้กใใใใฉใผใใณในๅฃๅใใในใไธ่ถณ
-2็น/ไปถ
Minor
ๆนๅใๆใพใใใ่จญ่จๆนๅใๅฏ่ชญๆงๅไธใ่ปฝๅพฎใชๅ้ก
-1็น/ไปถ
Suggestion
ๆๆกใใในใใใฉใฏใใฃในใฎๆจๅฅจใใใ่ฏใใขใใญใผใใฎๆ็คบ
-0.5็น/ไปถ
ๅคๅฎๅบๆบ
ๆบ็นใฏ10็นใจใใไปฅไธใฎๅบๆบใงๅคๅฎใใใ
ๅคๅฎ
ๆกไปถ
ใขใฏใทใงใณ
Reject
Criticalๅ้กใ1ไปถไปฅไธใใ
REQUEST_CHANGES
Reject
Majorๅ้กใ3ไปถไปฅไธใใ
REQUEST_CHANGES
Reject
ในใณใขใ5็นๆชๆบ
REQUEST_CHANGES
Conditional Approve
Criticalๅ้กใชใใMajor 1-2ไปถใในใณใข5็นไปฅไธ
APPROVE๏ผๆนๅ็นใใณใกใณใ๏ผ
Approve
Critical/Majorๅ้กใชใใในใณใข8็นไปฅไธ
APPROVE
ๅคๅฎใใญใผใใฃใผใ
Criticalๅ้กใใ๏ผ โ Yes โ Reject๏ผREQUEST_CHANGES๏ผ
โ No
Majorๅ้กใ3ไปถไปฅไธ๏ผ โ Yes โ Reject๏ผREQUEST_CHANGES๏ผ
โ No
ในใณใข5็นๆชๆบ๏ผ โ Yes โ Reject๏ผREQUEST_CHANGES๏ผ
โ No
Majorๅ้กใ1-2ไปถ๏ผ โ Yes โ Conditional Approve
โ No
ในใณใข8็นไปฅไธ๏ผ โ Yes โ Approve
โ No
Conditional Approve
ในใใใ5: ใฌใใฅใผ็ตๆใฎๅบๅ
.pr-triage.json ใๅญๅจใใๅ ดๅ : ใใชใขใผใธใใงใผใบใฎ surface_issues ใใฌใใฅใผ็ตๆใฎใๆคๅบใใใๅ้กใใใผใใซใซใใผใธใใ๏ผ้่คใ้คๅค๏ผใในใณใขใชใณใฐใซใฏใใชใขใผใธใฎๆๆใๅซใใใ
ไปฅไธใฎใใฉใผใใใใงใฌใใฅใผ็ตๆใๅบๅใใใ
GitHubไธใงใฎใฌใใฅใผๆ็จฟ ๏ผGitHub Actions็ญใฎCI็ฐๅขใงPRใฌใใฅใผใๅฎ่กใใฆใใๅ ดๅใฎใฟใreferences/github-pr-review-actions.md ใๅ็
งใใฆใghใณใใณใใใคใณใฉใคใณใณใกใณใใไฝฟ็จใใฆใฌใใฅใผ็ตๆใGitHubไธใซๆ็จฟใใใใญใผใซใซ็ฐๅขใงใฎๅฎ่กๆใฏใ็ตๆใๆจๆบๅบๅใซ่กจ็คบใใใฎใฟใจใใใ
ไฟฎๆญฃๆธใฟๅ้กใฎใใฉใญใผใขใใ ๏ผ.pr-triage.json ใซ resolved_issues ใๅซใพใใๅ ดๅ๏ผใคใณใฏใชใกใณใฟใซใฌใใฅใผๆ๏ผใๅ
ใฎใคใณใฉใคใณใณใกใณใใซใชใใฉใคใใฆไฟฎๆญฃใๅ ฑๅใใใใฌใใฅใผๅฎไบๅพใๆ็จฟใใใณใกใณใIDใ .pr-review-state.json ใซ่จ้ฒใใใ
## Code Review: [ๅคๅฎ็ตๆ]
### ๅคๆดๆฆ่ฆ
- ** ในใณใผใ ** : [ๅคๆดใฎๆฆ่ฆใ1-2ๆใง]
- ** ๅคๆดใใกใคใซๆฐ ** : [N]ใใกใคใซ
- ** ไธปใช่จ่ช/FW ** : [ๆคๅบใใใ่จ่ช/FW]
### ในใณใข: X/10
### ๆคๅบใใใๅ้ก
| --- | -------- | --------- | ------ | --------------- |
| 1 | [Critical/Major/Minor/Suggestion] | [ใใกใคใซใใน:่ก็ชๅท] | [ๅ้กใฎ่ชฌๆ] | [ๅฏพๅฟๆนๆณ] |
### ่ฏใ็น
- [ใณใผใใฎ่ฏใ็นใๅ
ทไฝ็ใซ่จ่ผ]
โ
Make data-driven prioritization decisions faster
Stakeholder Communication Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
โ Save 3-5 hours/week on communication overhead
Implementation Guide Prerequisites
โบ Claude Desktop or compatible AI client โบ Access to product documentation and roadmap tools (Jira, Notion, etc.) โบ Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.) โบ Stakeholder contact information and communication channels Time Estimate
30-60 minutes to see productivity improvements
Steps
1 Install product management skill 2 Start with user story generation for known feature 3 Progress to competitive analysis: research 2-3 competitors 4 Use for roadmap prioritization: apply RICE/ICE scoring 5 Draft stakeholder communications and refine based on feedback 6 Build template library for recurring PM tasks 7 Share effective prompts with product team Common Pitfalls
โ Not validating competitive researchโverify facts before sharing โ Accepting user stories without involving engineering team โ Over-relying on frameworks without qualitative judgment โ Not customizing outputs to company culture and communication style โ Skipping stakeholder validation of generated requirements Best Practices โ Do
+ Validate research and competitive analysis with real data + Collaborate with engineering when generating technical requirements + Customize frameworks and templates to your company context + Use skill for first drafts, refine with stakeholder input + Document successful prompt patterns for PM tasks + Combine AI efficiency with human judgment and intuition โ Don't
โ Don't publish competitive analysis without fact-checking โ Don't finalize user stories without engineering review โ Don't make prioritization decisions solely on AI scoring โ Don't skip customer validation of generated requirements โ Don't ignore company-specific context and culture ๐ก Pro Tips
โ
Provide context: company goals, constraints, customer feedback โ
Ask for alternatives: 'Show 3 ways to prioritize this roadmap' โ
Request stakeholder-specific formatting: 'Executive summary vs. engineering spec' โ
Use skill for 70% generation + 30% customization to company needs When to Use This โ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
โ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path 1 Basic: user stories, feature specs, status updates 2 Intermediate: competitive analysis, prioritization frameworks, PRDs 3 Advanced: product strategy, go-to-market planning, OKR setting 4 Expert: product vision, market positioning, business model innovation Reviews 4.5 โ
โ
โ
โ
โ
27 reviews
M
Min Ghosh โ
โ
โ
โ
โ
Dec 28, 2024
code-review is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
G
Ganesh Mohane โ
โ
โ
โ
โ
Dec 24, 2024
code-review fits our agent workflows well โ practical, well scoped, and easy to wire into existing repos.
E
Evelyn Iyer โ
โ
โ
โ
โ
Dec 4, 2024
code-review fits our agent workflows well โ practical, well scoped, and easy to wire into existing repos.
X
Xiao Khan โ
โ
โ
โ
โ
Nov 19, 2024
Solid pick for teams standardizing on skills: code-review is focused, and the summary matches what you get after install.
S
Sakshi Patil โ
โ
โ
โ
โ
Nov 15, 2024
Registry listing for code-review matched our evaluation โ installs cleanly and behaves as described in the markdown.
O
Olivia Martin โ
โ
โ
โ
โ
Oct 14, 2024
code-review reduced setup friction for our internal harness; good balance of opinion and flexibility.
X
Xiao Jain โ
โ
โ
โ
โ
Oct 10, 2024
code-review has been reliable in day-to-day use. Documentation quality is above average for community skills.
C
Chaitanya Patil โ
โ
โ
โ
โ
Oct 6, 2024
code-review reduced setup friction for our internal harness; good balance of opinion and flexibility.
P
Piyush G โ
โ
โ
โ
โ
Sep 25, 2024
I recommend code-review for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
L
Liam Robinson โ
โ
โ
โ
โ
Sep 21, 2024
code-review is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
showing 1-10 of 27
prev 1 / 3 next
Discussion Comments โ not star reviews No comments yet โ start the thread.