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Val1813/Apiexpert — measured AI agent skill | DecimalAI

val1813/APIExpert

NewSkillScoreMaintained

- 资源命名用复数名词（/users, /orders），避免动词

codingby val1813

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/val1813-apiexpert/SKILL.md

decimalai skills pull val1813-apiexpert --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/val1813-apiexpert/SKILL.md https://app.decimal.ai/s/val1813-apiexpert/SKILL.md

Raw file: /s/val1813-apiexpert/SKILL.md ↗ · machine-readable summary at /s/val1813-apiexpert.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

Yes — +22% lift+5% tokens0% turns96% of whole cases pass with skill (22/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-4%	0%
case-02	✗→✓	▲ Improved	6%	0%
case-07	✗→✓	▲ Improved	2%	0%
case-09	✗→✓	▲ Improved	-8%	0%
case-14	✗→✓	▲ Improved	-36%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

val1813 / kwcode

kaiwu/builtin_experts/api/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

领域知识

资源命名用复数名词（/users, /orders），避免动词
HTTP方法语义：GET查询、POST创建、PUT全量更新、PATCH部分更新、DELETE删除
状态码：200成功、201已创建、204无内容、400参数错误、401未认证、403无权限、404不存在、409冲突、422验证失败、500服务端错误
分页：支持 ?page=1&size=20，响应包含 total/pages/current 元数据
错误响应统一格式：{"code": int, "message": str, "details": ...]}
认证：Bearer Token 放 Authorization header，不放 URL 参数
版本控制：URL前缀 /api/v1/ 或 Accept header
自动检测框架（Flask/FastAPI/Express/Spring）并适配对应路由注册方式
FastAPI 优先用 Pydantic model 做请求/响应校验
Express 用 router.route() 链式注册同路径不同方法

经验规则（自动生成）

Want to see if val1813/APIExpert would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.