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Wasabeef/角色選擇指南 | DecimalAI

agent toolingby wasabeef

Wasabeef/角色選擇指南

wasabeef/角色選擇指南

Source wasabeef/claude-code-cookbook ↗License Not recorded

角色選擇指南。「用哪個角色好？」「角色清單」「角色怎麼用？」等觸發。

SkillScore100Maintained

Automatic

Coding pack

Last verified 8/16/2026

What it changes

Passed 22 of 22 test cases with the skill, and 5 of 22 without it.

Without skill23%

With skill100%

Checks it passed that the model alone missed

recommends the analyzer role
instructs invoking via /role qa
instructs invoking via /role mobile

and 15 more in the full report

17 fixed5 passed either way0 still failing0 broke

Pass-rate lift: +77 pp
Tokens: +39%
Agent turns: 0%
Response time: -43%

Model gemini-3.6-flashMeasured 8/16/2026v122 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/wasabeef-85b51f/SKILL.md https://app.decimal.ai/s/wasabeef-01760f/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add wasabeef-01760f, 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/wasabeef-85b51f/ and pins it in .decimal/skills.lock

decimalai skills add wasabeef-01760f

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

curl -fsSL --create-dirs -o .claude/skills/wasabeef-85b51f/SKILL.md https://app.decimal.ai/s/wasabeef-01760f/SKILL.md

Raw file: /s/wasabeef-01760f/SKILL.md ↗ · machine-readable summary at /s/wasabeef-01760f.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 17

Prompt

如果我想一次查看系統中所有可用的角色名稱及其各自擅長與不擅長領域的清單，應該輸入什麼指令？

What was checked, without and with the skill
Checked	Without skill	With skill
recommends using the /role-help command	Missed	Passed

case-15 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md276 linessingle file

角色選擇指南

迷茫時的角色選擇指南和帮助系統。

使用方法

/role-help                      # 全面的角色選擇指南
/role-help <情况/問題>          # 特定情况的推薦角色
/role-help compare <角色 1>,<角色 2> # 角色比较

基本示例

# 一般指導
/role-help
→ 顯示可用角色及特點列表

# 情况別推薦
/role-help "担心 API 的安全性"
→ 推薦 security 角色及使用方法

# 角色比较
/role-help compare frontend,mobile
→ frontend 和 mobile 的區別與使用場景

情况別角色選擇指南

安全相關

這种情况使用 security 角色:
✅ 登錄·認證功能的實現
✅ API 的安全漏洞檢查
✅ 數據加密·隱私保護
✅ 安全合規性確認
✅ 滲透測試·滲透測試

Track record

Benchmark

22 / 22

test cases passed, vs 5 / 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 — 8/3/2026

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

wasabeef / claude-code-cookbook

plugins/zh-tw/skills/role-help/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Other skills for the same job

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

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