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Tech Lead Technical Standards · echovic | DecimalAI

codingby echovic

Tech Lead Technical Standards

echovic/tech-lead-technical-standards

Source echovic/boss-skill ↗License MIT

技术规范和最佳实践，确保代码质量和一致性

SkillScore95Maintained

Automatic

Coding pack

Last verified 8/19/2026

What it changes

Passed 21 of 22 test cases with the skill, and 17 of 22 without it.

Without skill77%

With skill95%

Checks it passed that the model alone missed

States the unit test coverage threshold as exactly 70%
States that test cases must be independent and repeatable
Requires function names to use camelCase (e.g., getUserById)

and 1 more in the full report

4 fixed17 passed either way1 still failing0 broke

Pass-rate lift: +18 pp
Tokens: -27%
Agent turns: 0%
Response time: -40%

Model gemini-3.6-flashMeasured 8/19/2026v121 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/echovic-tech-lead-technical-standards/SKILL.md https://app.decimal.ai/s/echovic-tech-lead-technical-standards/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add echovic-tech-lead-technical-standards, 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/echovic-tech-lead-technical-standards/ and pins it in .decimal/skills.lock

decimalai skills add echovic-tech-lead-technical-standards

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

curl -fsSL --create-dirs -o .claude/skills/echovic-tech-lead-technical-standards/SKILL.md https://app.decimal.ai/s/echovic-tech-lead-technical-standards/SKILL.md

Raw file: /s/echovic-tech-lead-technical-standards/SKILL.md ↗ · machine-readable summary at /s/echovic-tech-lead-technical-standards.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

项目中有程序员把获取用户信息的函数写成了 `Get_User_ById`。请给出符合团队标准的函数命名规则及纠正示例。

What was checked, without and with the skill
Checked	Without skill	With skill
Requires function names to use camelCase (e.g., getUserById)	Missed	Passed

case-05 · 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.md31 linessingle file

技术规范与最佳实践

命名规范

类型	规范	示例
变量	camelCase	`userName`, `isActive`
常量	UPPER_SNAKE_CASE	`MAX_COUNT`, `API_URL`
函数	camelCase	`getUserById`, `calculateTotal`
类	PascalCase	`UserService`, `OrderController`
文件	kebab-case	`user-service.ts`, `order-controller.ts`

代码组织

单一职责：每个函数/类只做一件事
DRY原则：不要重复代码
KISS原则：保持简单
YAGNI原则：不要过度设计

错误处理

使用try-catch捕获异常
提供有意义的错误信息
记录错误日志
优雅降级

测试要求

单元测试覆盖率 ≥ 70%
关键路径必须有测试
测试要独立、可重复

Track record

Benchmark

21 / 22

test cases passed, vs 17 / 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

echovic / boss-skill

skill/skills/tech-lead/technical-standards/SKILL.md

View on GitHub ↗

License MITImported 10/2/2026Version v1

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